Forums & Dialog Systems – Meta-Guide.com

Notes:

Dialog systems, also known as conversational agents or chatbots, are often used in forums to provide automatic responses to user queries and requests. In a forum setting, a dialog system can be used to answer frequently asked questions, to provide information and assistance to users, and to moderate the conversation to ensure that it stays on topic and follows the forum’s rules and guidelines.

Dialog systems can be integrated into forums in a number of ways. For example, they can be accessed through a dedicated chat interface, where users can type their questions and receive text-based responses from the system. Alternatively, the dialog system can be integrated into the forum’s existing user interface, allowing users to ask questions and receive answers within the context of their regular forum interactions.

Overall, the use of dialog systems in forums can help to improve the user experience by providing timely and accurate answers to user queries, and by enabling the forum to operate more efficiently and effectively.

Discussion forums
Internet forums
Online forums
Social forums
Web forums

Resources:

projecttexemo.wordpress.com .. text based emotion detection system
speechkitchen.org .. fully configured VMs with documented baselines
modis.ispras.ru/texterra .. toolkit for text mining

Persuasion for good: Towards a personalized persuasive dialogue system for social good
X Wang, W Shi, R Kim, Y Oh, S Yang, J Zhang… – arXiv preprint arXiv …, 2019 – arxiv.org
Inspired by these prior work in online forums, we present a persuasion dialogue dataset with user demographic and psy- chological … past few years, personalized dialogue sys- tems have come to people’s attention because user- targeted personalized dialogue system is able to …

Training neural response selection for task-oriented dialogue systems
M Henderson, I Vuli?, D Gerz, I Casanueva… – arXiv preprint arXiv …, 2019 – arxiv.org
… Although conceptually attractive, retrieval-based dialogue systems still suffer from data scarcity, as deployment to a new domain requires a sufficiently … style architecture (Vaswani et al., 2017) on a variety of web sources such as Wikipedia, web news, discussion forums as well …

Survey on intelligent dialogue in e-learning systems
FG Hamza-Lup, IR Goldbach – … on mobile, hybrid, and on-line …, 2019 – researchgate.net
… Such a dialogue can be initiated through a subscription to a discussion thread in a discussion forum for example. III … However care must be taken, to train teachers on how to balance their competences between the new, AI driven, intelligent dialogue systems and the traditional …

A Task-Oriented Dialogue System for Moral Education
Y Peng, P Chen, Y Lu, Q Meng, Q Xu, S Yu – International Conference on …, 2019 – Springer
… online forums and teacher interviews. After that, we construct the dedicated knowledge graph by leveraging on the reasoning techniques in the CBR theory. With the built knowledge graph for moral education, we finally construct a task-oriented multi-round dialogue system that …

Commonsense properties from query logs and question answering forums
J Romero, S Razniewski, K Pal, J Z. Pan… – Proceedings of the 28th …, 2019 – dl.acm.org
… Session: Long – Question Answering and Dialogue Systems II CIKM ’19, November 3–7, 2019, Beijing, China … The first three are online com- munities for general-purpose QA across many topics, and Reddit is a large discussion forum with a wide variety of topical categories …

Review of intent detection methods in the human-machine dialogue system
J Liu, Y Li, M Lin – Journal of Physics: Conference Series, 2019 – iopscience.iop.org
… References [1] Hongshen Chen, Xiaorui Liu, Dawei Yin, et al. A survey on dialogue systems: recent advances and new frontiers[J]. Acm Sigkdd Explorations Newsletter, 2017, 19(2):25-35 … Identifying intent posts in discussion forums[C]// Proc …

Discovering the Functions of Language in Online Forums
Y Ismaeil, O Balalau, P Mirza – Proceedings of the 5th Workshop on …, 2019 – aclweb.org
… Morrison and Martens (2018) incorporate the phatic function in a dialog system that would fol- low social norms. We believe we are the first to investigate Jakobson’s functions of language for characterizing online forum discussions. 2 Jakobson’s Functions of Language …

The analysis of online communities as platforms for informational influences
V Vus, S Albota, V Dobrovolska – Journal of Scientific and Engineering …, 2019 – ena.lp.edu.ua
… The message is an atomic content unit of the Web Forum and consists of title, text, creation date, and author [8]. In … of the communicative behavior of the participants in the dialogue, the construction of annotated dialogue corpora, the development of automated dialogue systems …

Fast prototyping a dialogue comprehension system for nurse-patient conversations on symptom monitoring
Z Liu, H Lim, NFAB Suhaimi, SC Tong, S Ong… – arXiv preprint arXiv …, 2019 – arxiv.org
… In such cases, as human speakers are aware of cur- rent limitations of dialogue systems or due to pre- defined assumptions of user simulators … learning and healthcare2 3, of which much of the NLP related work are centered around social me- dia or online forums (eg, (Wallace …

Asking the Crowd: Question Analysis, Evaluation and Generation for Open Discussion on Online Forums
Z Chai, X Xing, X Wan, B Huang – … of the 57th Annual Meeting of the …, 2019 – aclweb.org
… We carefully perform variable control on 11.5M questions from online forums to get a dataset, OQRanD, and further perform question analysis … Dialog systems can be proactive by ask- ing users questions (Wang et al., 2018), question answering (QA) systems can benefit from the …

The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service
M Chen, R Liu, L Shen, S Yuan, J Zhou, Y Wu… – arXiv preprint arXiv …, 2019 – arxiv.org
… mono- logues may be not suitable for dialogue systems. More re- cently, some researchers construct dialogue datasets from social media networks (eg, Twitter Dialogue Corpus (Rit- ter et al., 2011) and Chinese Weibo dataset (Wang et al., 2013)), or online forums (eg, Chinese …

Hierarchical reinforcement learning for open-domain dialog
A Saleh, N Jaques, A Ghandeharioun, JH Shen… – arXiv preprint arXiv …, 2019 – arxiv.org
… 2019). Toxicity: Open-domain dialog systems generate mali- cious, offensive, and biased language when trained on stan- dard datasets scraped from online forums and movie scripts (Curry and Rieser 2018; He and Glass 2018; Henderson et al. 2018) …

Conversational Systems in Machine Learning from the Point of View of the Philosophy of Science—Using Alime Chat and Related Studies
TP Adewumi, F Liwicki, M Liwicki – Philosophies, 2019 – mdpi.com
… In conclusion, open data and open scientific discussion fora should become more prominent over the mere publication-focused trend … [Google Scholar]; Burgan, D. Dialogue Systems and Dialogue Management; Technical Report; DST Group Edinburgh: Edinburgh, Australia …

Developing a Complete Dialogue System Using Long Short-Term Memory
MHT Bunga, S Suyanto – 2019 International Seminar on …, 2019 – ieeexplore.ieee.org
… are now widely used to build a conversation system since the popularity of social medias such as Facebook, Twitter, Instagram, and online forums are making it easier to collect data [6]. For example, the Microsoft’s team research has built a dialogue system with Convolutional …

Coached conversational preference elicitation: A case study in understanding movie preferences
F Radlinski, K Balog, B Byrne, K Krishnamoorthi – 2019 – research.google
… 2 Related work 2.1 Dialog Systems Dialog systems are generally classified as goal- driven or non-goal-driven (Chen et al., 2017). The … It is generated using a fixed set of simple templates, and mining a Reddit online forum. Closest …

Text Summarization and Generation in Social Media
S PECAR, M SIMKO – rebelion.fiit.stuba.sk
… We believe different extracted information from different social media portals, such as review-based portals, online forums or social … Accordingly, many more complex task, such as text summarization, dialogue systems or paraphrase generation, also uses different approaches …

Introducing MANtIS: a novel multi-domain information seeking dialogues dataset
G Penha, A Balan, C Hauff – arXiv preprint arXiv:1912.04639, 2019 – arxiv.org
… we elicit how existing tasks and test collections from the fields of IR, natural language processing (NLP) and dialogue systems (DS) fit … Another relevant task that relates to both NLP and IR is using information-seeking datasets extracted from online forums, eg Stack Exchange [27 …

Release strategies and the social impacts of language models
I Solaiman, M Brundage, J Clark, A Askell… – arXiv preprint arXiv …, 2019 – arxiv.org
… Creating task-specific systems (eg sentiment classifiers, speech recognition systems, trans- lation systems, dialogue systems), often with less data and computing power than would be needed to build systems from scratch; … 6 Page 9. discussion forums to organize …

How to Evaluate the Next System: Automatic Dialogue Evaluation from the Perspective of Continual Learning
L Li, Z He, X Zhou, D Yu – arXiv preprint arXiv:1912.04664, 2019 – arxiv.org
… To test the performance of using continual learn- ing for automatic dialogue evaluation, we build five different dialogue systems for simulating au … The posts and reference responses are collect from Baidu Tieba1, which is the largest Chinese online forum in open-domain topics …

A chatbot dialogue model: Understanding human-chatbot collaboration in a complex task environment
W Pablo, W Rainer, S Matthias – Proceedings for international …, 2019 – alexandria.unisg.ch
… ME, Oberlander, J.: User preferences can drive facial expressions: evaluating an embodied conversational agent in a recommender dialogue system … Coursera: Get help with course content in the discussion forums, https://learner.coursera.help/hc/en-us/articles/208279996-Get …

Negotiating meanings online: Disagreements about word meaning in discussion forum communication
J Myrendal – Discourse Studies, 2019 – journals.sagepub.com
… Format, Tips on citation download. Download Citation. Download article citation data for: Negotiating meanings online: Disagreements about word meaning in discussion forum communication. Jenny Myrendal. Discourse Studies 2019 21:3, 317-339. Download Citation …

Measuring service encounter satisfaction with customer service chatbots using sentiment analysis
J Feine, S Morana, U Gnewuch – 2019 – aisel.aisnet.org
… Cyberspace, pp. 71–93. Springer International Publishing, Cham (2017) 16. Skowron, M., Rank, S., Theunis, M., Sienkiewicz, J.: The Good, the Bad and the Neutral: Affective Profile in Dialog System-User Communication. In: D …

Learning to Align Question and Answer Utterances in Customer Service Conversation with Recurrent Pointer Networks
S He, K Liu, W An – Proceedings of the AAAI Conference on Artificial …, 2019 – aaai.org
… not). More- over, most intelligent dialogue systems such as deep learn- ing methods (Ji, Lu, and Li 2014; Vinyals and Le 2015; He et al. 2017; Cui et al … al. 2015; Jiang et al. 2018) or technical web forums (Wang et al. 2011) …

User intent prediction in information-seeking conversations
C Qu, L Yang, WB Croft, Y Zhang, JR Trippas… – Proceedings of the 2019 …, 2019 – dl.acm.org
… and character level [32]. These new deep learn- ing techniques have been applied in medical dialog systems [4]. In this paper, we focus on user intent prediction in information- seeking conversations. This specific utterance …

Passive Diagnosis of Mental Health Disorders Incorporating an Empathic Dialogue System
F Delahunty, M Arcan, R Johansson – 2019 – thesiscommons.org
… Dialogue System Through the Use of Psycholinguistics to Predict Depression and Anxiety while Incorporating Emoji Tokens in a Dialogue System to Model Empathy … Master’s thesis 2019 Passive Diagnosis of Mental Health Disorders Incorporating an Empathic Dialogue System …

Comparative study of two different MOOC forums posts classifiers: analysis and generalizability issues
A Ntourmas, N Avouris, S Daskalaki… – … and Applications (IISA …, 2019 – ieeexplore.ieee.org
… [22, 23] followed unsupervised machine learning techniques to automatically understand the nature of discussion forum posts and … development of tools that could support automatic understanding of dialogue topics within the forum and for building adaptive dialogue systems …

Automatically Facilitating Discussion in Online Forums
K Halder – 2019 – kishaloyhalder.github.io
Page 1. Automatically Facilitating Discussion in Online Forums Kishaloy Halder A THESIS SUBMITTED … information retrieval (IR) techniques. 1.2 Issues Pertaining to Discussion Forums Formidable challenges exist that hinder the effectiveness of online discussion forums. We …

Sociological digital methods to explore personal educational way: internet forum
ZV Proshkova, GI Saganenko – International Scientific and …, 2019 – atlantis-press.com
… The recommendation of the methodological project is the development and application of the digital Internet forum method in empirical sociological research for studying education and other topics. Acknowledgments … Dialogue system and text analysis // Sociology 4M, 1997, No …

Transforming the communication between citizens and government through AI-guided chatbots
A Androutsopoulou, N Karacapilidis, E Loukis… – Government Information …, 2019 – Elsevier
… Advanced text mining techniques such as relation extraction, similarity learning, and argumentation mining will help to extract valuable semantic information from unstructured governmental texts as well as online fora and blogs …

Text mining in education
R Ferreira?Mello, M André, A Pinheiro… – … : Data Mining and …, 2019 – Wiley Online Library
… Specifically, the great amount of unstructured text data produced by different sources, and in different formats, such as discussion forum, chat, wiki, blogs, open questions, and essays, generally are not suitable to be processed and leading to problems related to using this …

On a Chatbot Providing Virtual Dialogues
B Galitsky, D Ilvovsky, E Goncharova – Proceedings of the International …, 2019 – aclweb.org
… Once the proper piece of content is identified, users frequently like to consume it in the form of frequently asked question pages, discussion forums and blogs, rather then formal lengthy document … An important body of work concerns tutorial dialogue systems …

Learning comment generation by leveraging user-generated data
Z Lin, GI Winata, P Fung – ICASSP 2019-2019 IEEE …, 2019 – ieeexplore.ieee.org
… [3] studied the impact of different sets of features to measure the com- ments’ persuasiveness in the online forum … [11] integrated copy mechanism with multi-hop memory network to efficiently utilize knowledge base in generating the response in task-oriented dialog system …

Neural personalized response generation as domain adaptation
WN Zhang, Q Zhu, Y Wang, Y Zhao, T Liu – World Wide Web, 2019 – Springer
… [26] proposed a personalized POMDP [48] model using transfer learning for policy optimization of task-oriented dialogue systems … train the neural response generation model in a large scale general conversation data, which is collected from Chinese online forums and totally …

Active Participation in International Cyberspace Governance
Chinese Academy of Cyberspace Studies – China Internet Development …, 2019 – Springer
… It is trying to find new channels for international communication and set up flexible multi-dimensional dialogue systems for international cooperation in cyberspace governance. 1 … Since 2007, eight Sino-US Internet Forums have been held …

ConveRT: Efficient and accurate conversational representations from transformers
M Henderson, I Casanueva, N Mrkši?, PH Su… – arXiv preprint arXiv …, 2019 – arxiv.org
… 1 Introduction Dialog systems, also referred to as conversational systems or conversational agents, have found use in a wide range of applications … Page 3. portunities for more researchers and practition- ers to tap into the construction of neural task- based dialog systems …

A Differentiable Generative Adversarial Network for Open Domain Dialogue
A López Zorrilla, M De Velasco Vázquez… – 2019 – addi.ehu.es
… supervised learning. Movies subtitles, Twitter or online forums can be used as the source of these data. In this … this framework. GANs have also been applied in the research of dialogue systems, yet only on a few occasions. [5] and …

Conversational agent for aerospace question answering: A position paper
A Arnold, G Dupont, C Kobus… – Proceedings of the 1st …, 2019 – researchgate.net
… For a more complete review on data driven dialog systems, please refer to [24] or [19] for a promising framework for … is a labeled dialog dataset of question answering (QA) interactions between informa- tion seekers and answer providers from an online forum on Microsoft …

Practical relation to legal knowledge: Knowledge structure
?? ????????, ?? ?????????? – 2019 – philpapers.org
… Technological approach to legal knowledge can not be identified with technology or method, as it is a special operational system of legal acts with legal knowledge for the purpose of its translation from society into an artificial dialogue system, in particular intellectual …

Persuasive Systems Design: Key Issues, Process Model, and System Features
H Oinas – jultika.oulu.fi
… Moreover, a new categorization of these principles is proposed, consisting of the primary task, dialogue, system credibility, and social … 1997], whereas computer-mediated persuasion means that people are persuading others through computers, eg discussion forums, e- mail …

Lack of multimedia tools in intervention support for running systems
M Wik, JS Pettersson – International Journal of Web Science, 2019 – inderscienceonline.com
… some degree of human intervention on the system’s side, ranging from almost nothing in purportedly fully automated dialogue systems to a … Kundo is a social customer relationship management (CRM) system, which can be compared with an internet forum or an FAQ function …

Listening between the lines: Learning personal attributes from conversations
A Tigunova, A Yates, P Mirza, G Weikum – The World Wide Web …, 2019 – dl.acm.org
… PKB) with this information, which will then be a distant source of background knowledge for personalization in downstream applications such as Web-based chatbots and agents in online forums … How should such background knowledge be incorporated into a dialogue system …

ULearn: understanding and reacting to student frustration using deep learning, mobile vision and NLP
L Grewe, C Hu – Signal Processing, Sensor/Information Fusion …, 2019 – spiedigitallibrary.org
… Another related system in text analysis is found in [6] which has taken the online forum postings for a class and performed subsequent sentiment … Regarding speech, a survey of research on emotion detection can be found in [7]. Related to speech is dialog systems and in [7] the …

An Approach for Ex-Post-Facto Analysis of Knowledge Graph-Driven Chatbots–The DBpedia Chatbot
R Jalota, P Trivedi, G Maheshwari, ACN Ngomo… – … Workshop on Chatbot …, 2019 – Springer
… Despite the fact that the DBpedia Chatbot is a domain specific dialog system that introduces its capabilities prior to the first user-utterance in every conversation, just like the other task … 12. Huang, J., Zhou, M., Yang, D.: Extracting chatbot knowledge from online discussion forums …

FastText-Based Intent Detection for Inflected Languages
K Balodis, D Deksne – Information, 2019 – mdpi.com
… paper, we only evaluate the intent detection accuracy and use it as the main metric to compare the different dialogue system providers … Language used in written communication on social media platforms or in Internet discussion forums can be quite distant from literary language …

Discourse-Level Dialogue Management
B Galitsky – Developing Enterprise Chatbots, 2019 – Springer
… limited number of dialog turns. The workhorse of traditional dialog systems is slot-filling (Wang and Lemon 2013) which predefines the structure of a dialog state as a set of slots to be filled during the dialog. For a home service …

Sentiment Analysis on Twitter Dataset using R Language
B Nagajothi, RJ Priyadarsini – 2019 – academia.edu
… Movie reviews and Automobile reviews improving customer relation models, detecting happiness and well-being, and improving automatic dialogue systems … Blogs, online forums, comment sections on media sites and social networking sites such as Facebook and twitter all …

Interaction Guidelines for Personal Voice Assistants in Smart Homes
T Huxohl, M Pohling, B Carlmeyer… – 2019 International …, 2019 – ieeexplore.ieee.org
… Birte Carlmeyer Applied Informatics Group Dialogue System Group CITEC – Bielefeld University Bielefeld, Germany bcarlmey@techfak.uni-bielefeld.de … It was posted in the following online forums: – www.reddit.com/r/homeautomation – www.reddit.com/r/smarthome Page 3 …

Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)
S Castro, D Hazarika, V Pérez-Rosas… – arXiv preprint arXiv …, 2019 – arxiv.org
Page 1. Towards Multimodal Sarcasm Detection (An Obviously Perfect Paper) Santiago Castro†? , Devamanyu Hazarika?? , Verónica Pérez-Rosas†, Roger Zimmermann?, Rada Mihalcea†, Soujanya Poria? †Computer Science …

An Improved Approach of Intention Discovery with Machine Learning for POMDP-based Dialogue Management
RR Raval – 2019 – scholar.uwindsor.ca
… (POMDP) …. 26 Figure 5 Spoken Dialogue Systems (SDS) …. 26 … RL: Reinforcement Learning SDS: Spoken Dialogue Systems SLP: Structured Language Processing …

Knowledge transferring via model aggregation for online social care
S Ji, G Long, S Pan, T Zhu, J Jiang, S Wang… – arXiv preprint arXiv …, 2019 – arxiv.org
… Each comment had a score given by the users who had viewed the comment and clicked the “like” button in the online forum … Application of syn- chronous text-based dialogue systems in mental health interventions: systematic review …

Using Functional Schemas to Understand Social Media Narratives
X Yan, A Naik, Y Jo, C Rose – Proceedings of the Second Workshop on …, 2019 – aclweb.org
Page 1. Proceedings of the Second Storytelling Workshop, pages 22–33 Florence, Italy, August 1, 2019. c 2019 Association for Computational Linguistics 22 Using Functional Schemas to Understand Social Media Narratives …

Automated Approaches to Community Question Answering
A Uva – 2019 – eprints-phd.biblio.unitn.it
… The latter can be used to quickly bootstrap Natural Language Understanding pipelines for dialog systems … One particular type of social media applications is represented by web forums and online community QA services, which allow users to pose questions about a given topic …

Towards augmenting crisis counselor training by improving message retrieval
O Demasi, MA Hearst, B Recht – Proceedings of the Sixth Workshop on …, 2019 – aclweb.org
… There is additional work to identify supportive and distressed behaviors and language in online forums (Balani and De Choud- hury, 2015; De Choudhury and De, 2014; Wang and Jurgens, 2018) and support forum moderators (Hussain … 2.1 Text Retrieval for Dialogue Systems …

Emoticon Analysis for Chinese Social Media and E-commerce: The AZEmo System
S Yu, H Zhu, S Jiang, Y Zhang, C Xing… – ACM Transactions on …, 2019 – dl.acm.org
… We have observed an increasing use of emoticons in Chinese web forums and other social networking sites that feature gaming and entertainment, friending and social interactions, health and fitness top- ics, and E-commerce …

Conversation Facts
C Kang, N Miller, J Marks – 2019 – vtechworks.lib.vt.edu
… With these criteria, we decided to use the dataset Argumentative Dialogue Summary Corpus: Version 1 ?from Natural Language and Dialog Systems [1]. The next step was to understand … These conversations took place electronically in the form of online forum discussions …

Design and development of Web information systems
KD Schewe, B Thalheim – 2019 – Springer
Page 1. Klaus-Dieter Schewe Bernhard Thalheim Design and Development of Web Information Systems Page 2. Design and Development of Web Information Systems Page 3. Klaus-Dieter Schewe • Bernhard Thalheim Design and Web Information Development of Systems …

ReQA: An evaluation for end-to-end answer retrieval models
A Ahmad, N Constant, Y Yang, D Cer – arXiv preprint arXiv:1907.04780, 2019 – arxiv.org
… devices. Like USE-QA, this model is trained over online forum data, and uses a transformer-based text encoder … 2019. Training neural response selection for task-oriented dialogue systems. arXiv preprint arXiv:1906.01543. Mandar …

Discourse-Based Approach to Involvement of Background Knowledge for Question Answering
B Galitsky, D Ilvovsky – Proceedings of the International Conference on …, 2019 – aclweb.org
… In a different task (Wang et al, 2010) authors parse Web user forum threads to determine the discourse dependencies between posts in order to improve information access over Web forum archives … 2018. DeepPavlov: Open-Source Library for Dialogue Systems …

Privacy concerns of multimodal sensor systems
G Friedland, MC Tschantz – The Handbook of Multimodal-Multisensor …, 2019 – dl.acm.org
Page 1. 16Privacy Concerns of Multimodal Sensor Systems Gerald Friedland, Michael Carl Tschantz 16.1 Introduction This chapter explains that ignoring the privacy risks introduced by multimodal sys- tems could have severe consequences for society in the long term …

Comfort or safety? Gathering and using the concerns of a participant for better persuasion
E Hadoux, A Hunter – Argument & Computation, 2019 – content.iospress.com
Persuasion is an important and yet complex aspect of human intelligence. When undertaken through dialogue, the deployment of good arguments, and therefore counterarguments, clearly has a significant effect on the ability to be successful in persuasio.

Divide and Generate: Neural Generation of Complex Sentences
T Ogata, M Komachi, T Takatani – arXiv preprint arXiv:1901.10196, 2019 – arxiv.org
… In recent years, research on chat dialogue systems has attracted much attention … Corpus. We extracted conversation sentences from novels posted on an online forum for shar- ing Japanese novels 1. We crawled the site and obtained 2,782,577 sentences as of May, 2017 …

Finding microaggressions in the wild: A case for locating elusive phenomena in social media posts
L Breitfeller, E Ahn, D Jurgens, Y Tsvetkov – Proceedings of the 2019 …, 2019 – aclweb.org
… Page 2. 1665 as training data in NLP tools—dialogue systems, question answering, and others—thereby perpetu- ating and amplifying biases (Zhao et al., 2017) … Task Crowdworkers are shown comments in the context of an internet forum discussion …

Auto-Generated User Profile Schemas as a Lens for Understanding Product Experience Trajectories on Reddit
X Yan – 2019 – lti.cs.cmu.edu
… Abstract Product reviews offer a spectrum of snap-shot perspec- tives on product experiences. In contrast, product ori- ented discussion forums, such as found on Reddit, offer the possibility to examine reactions to products in the context of a user’s posting history …

Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots
C Liu, K Liu, S He, Z Nie, J Zhao – arXiv preprint arXiv:1910.13106, 2019 – arxiv.org
… However, the real-life interaction in- volves a substantial part of Multi-Party Chatbots (MPC, such as internet forum and chat group), which is a form of conversation with multiple in- t Speaker Addressee Utterance 1 Alan ( ) Bert ( ) the main ubuntu 2 Carl ( ) – i …

Online school conflicts: expanding the scope of restorative practices with a virtual peace room
A Das, J Macbeth, C Elsaesser – Contemporary Justice Review, 2019 – Taylor & Francis
ABSTRACTAlthough social media platforms like Facebook, Instagram, Snapchat, and Twitter are popular platforms for connecting youth, they have increasingly become the locus of harmful social behavio…

Fuzzy ontology and LSTM-based text mining: A transportation network monitoring system for assisting travel
F Ali, S El-Sappagh, D Kwak – Sensors, 2019 – mdpi.com
… Bi-LSTM and RNN-based natural language processing are developed to recognize the safety issues with respect to e-cigarettes [36]. In this existing system, authors used a testbed, which collected e-cigarette information from the world’s largest online forum …

Deep learning for multi-class identification from domestic violence online posts
S Subramani, S Michalska, H Wang, J Du… – IEEE …, 2019 – ieeexplore.ieee.org
Page 1. Received February 14, 2019, accepted March 7, 2019, date of publication April 10, 2019, date of current version April 17, 2019. Digital Object Identifier 10.1109/ACCESS.2019.2908827 Deep Learning for Multi-Class Identification From Domestic Violence Online Posts …

A survey of code-switched speech and language processing
S Sitaram, KR Chandu, SK Rallabandi… – arXiv preprint arXiv …, 2019 – arxiv.org
… Although there is significantly more code-switched text data compared to speech data in the form of informal conversational data such as on Twitter, Facebook and Internet forums, robust language models typically require millions of sentences to build. Code-switched …

Contributions to Social Learning Analytics based on Sentiment Analysis of Students’ Interactions in Educational Environments
MJD Torres – 2019 – catarina.udlap.mx
… What is more, LMSs allow their users to communicate and interact with each other through discussion forums, messaging services and email, chat rooms and blogs (Suero Montero & … of computer dialogue systems (Chen, Liu, Yin & Tang, 2017), machine translation (Gaspari …

Linguistic Fundamentals for Natural Language Processing II: 100 Essentials from Semantics and Pragmatics
EM Bender, A Lascarides – Synthesis Lectures on Human …, 2019 – morganclaypool.com
… Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 … Others are quite task specific, such as a system designed to detect ad hominem attacks in a discussion forum …

Chat-bot-based natural language interface for blogs and information networks
M Poongodi, V Vijayakumar… – … Journal of Web …, 2019 – inderscienceonline.com
… At the same time, in the experiment, they built three experimental systems (a pure dialogue system associated with knowledge based on natural … The rise of chat-bots on blogs and discussion forums is creating new challenges like recently (November 2016) Social bots distorted …

Rocket Builder: Supplementary Learning for Forces & Motion Curricula
CA Shipway – 2019 – connorshipway.com
… Fig. 13. Heads-up display with navigational information. 36 Fig. 14. Annotated screenshot of the Rocket Builder physics environment. 37 Fig. 15. Tutorial dialogue system. 38 Fig. 16. Annotated screenshot of the Rocket Editor. 39 Fig. 17. Concept design for the Mission Editor. 43 …

Deep and Dense Sarcasm Detection
D Pelser, H Murrell – arXiv preprint arXiv:1911.07474, 2019 – arxiv.org
… [21] extensively explored meta-data through profiling discussion forums based on all previously written comments, as well as capturing both stylometric and personality traits of the author through user embeddings … “yeah right”: Sarcasm recognition for spoken dialogue systems …

Towards Open Intent Discovery for Conversational Text
N Vedula, N Lipka, P Maneriker… – arXiv preprint arXiv …, 2019 – arxiv.org
… Supervised and semi-supervised learning models based on linguis- tic and sentiment features have been used to model racial intent on Tumblr [1], and purchase intent in social posts [14, 47] and in discussion forums [5]. Modeling responses for dialog agents such as …

Tokyo University of Agriculture and Technology
G Morio, R Egawa, K Fujita – katfuji.lab.tuat.ac.jp
… In future, argument mining will be applied to various tasks, such as document summarization, argument search engines, dialog systems, and any other argumentative document analyses … 2 ChangeMyView ChangeMyView (CMV) is an online discussion forum in Reddit …

An Exploration of Sarcasm Detection Using Deep Learning
E Savini – 2019 – webthesis.biblio.polito.it
… In recent years, Internet has become the main source to communicate and share information. In particular, social media sites, microblogs, discussion forums, online reviews have become … to accurately predict sarcasm in many types of social platforms, from discussion forums to …

Identification of Sarcasm in Textual Data: A Comparative Study
P Mehndiratta, D Soni – Journal of Data and Information …, 2019 – content.sciendo.com
Jump to Content Jump to Main Navigation …

Computational Sarcasm for Different Languages: A Survey
A Dubey, A Joshi, P Bhattacharyya – cfilt.iitb.ac.in
… Long text is typically characterized by longer texts such as reviews and discussion forum posts. [Lukin and Walker, 2013] use Internet Argument Corpus for sarcasm detection … Cascade: Contextual sarcasm de- tection in online discussion forums …

How emotions drive opinion polarization: An agent-based model
F Schweitzer, T Krivachy, D Garcia – arXiv preprint arXiv:1908.11623, 2019 – arxiv.org
… Further applications of this framework have focused on modelling how bots and dialog systems could drive collective mood in a discus- sion [26, 38, 44] and to drive the emotion dynamics of 3D virtual humans in real-time interaction [1] …

Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues
S Park, D Kim, A Oh – arXiv preprint arXiv:1904.00350, 2019 – arxiv.org
Page 1. Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues Sungjoon Park 1, Donghyun Kim 2, Alice Oh 1 1 School of Computing, KAIST, Republic of Korea 2 Trost, Humart Company …

Theoretical aspects of media education
CV Emanuele II, M Street – researchgate.net
… is to obtain clarity with regard to the influence of meta-cognition on how and how often teachers and learners bring themselves into the learning process in online forum discussions … The environment may take the form of a dialog system adaptable to specific students’ needs …

When Numbers Matter!: Detecting Sarcasm in Numerical Portions of Text
A Dubey, L Kumar, A Somani, A Joshi… – Proceedings of the …, 2019 – aclweb.org
Page 1. Proceedings of the 10th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, pages 72–80 Minneapolis, June 6, 2019. c 2019 Association for Computational Linguistics 72 “When …

Current Trend and Literature on Electronic CRM Adoption Review
FN Adlin, R Ferdiana, S Fauziati – Journal of Physics: Conference …, 2019 – iopscience.iop.org
… Chatbot, which has been designed for dialogue systems in research references, is generally still limited to a number of applications … Virtual customer community has developed rapidly which offers several features from online customer discussion forums to virtual product design …

Strategies for online personalised nutrition advice employed in the development of the eNutri web app
RZ Franco, R Fallaize, F Hwang… – Proceedings of the …, 2019 – cambridge.org
Page 1. The Nutrition Society Summer Meeting was held at the University of Leeds, UK on 10–12 July 2018 Conference on ‘Getting energy balance right’ Postgraduate Symposium Strategies for online personalised nutrition advice employed in the …

Unsupervised Text Representation Learning with Interactive Language
H Cheng – 2019 – digital.lib.washington.edu
… For example, in online discussions, the community identity highly influences how participants communicate on discussion forums, such as picking topics and making responses … neural-based spoken dialogue systems [36, 37]. If we assume a comment and response pair is …

Combining Mutual Information and Entropy for Unknown Word Extraction from Multilingual Code-Switching Sentences.
CW Lee, YL Wu, LC Yu – Journal of Information Science & …, 2019 – search.ebscohost.com
… are now incorporated into a wide range of applications, including speech recognition and synthesis [1, 2], spoken dialog systems [3-5 … Mandarin-English and Mandarin-Taiwanese cor- pora have been developed from online BBS sources, blogs and discussion forums focus- ing …

Understanding worker moods and reactions to rejection in crowdsourcing
U Gadiraju, G Demartini – Proceedings of the 30th ACM Conference on …, 2019 – dl.acm.org
… While some social features are embedded into crowd work by work- ers themselves (eg, using web forums or tools like TurkOpticon [29] to share experiences with other workers), task selection and completion on platforms like AMT is typically driven by workers themselves …

Identification of sarcasm using word embeddings and hyperparameters tuning
P Mehndiratta, D Soni – Journal of Discrete Mathematical Sciences …, 2019 – Taylor & Francis
… It requires a deeper understanding of the language, the dialog system, and requires skills like understanding the context along with the content … In the case of online discussion forums and portals, it is also required to understand the context along with the background knowledge …

Collaborative Conversational Support Across Contexts
S Sankaranarayanan – 2019 – cs.cmu.edu
… While much of the research on collaborative learning experiences in online contexts focuses on informal discussion forums or short-term chat activities, some recent work tries to tackle the challenge of importing team-based projects into MOOCs [109, 112, 113, 114] …

Assessing the Impact of Cognitive Assistants on Mental Workload in Simple Tasks
T Maier, V Donghia, C Chen… – … and Information in …, 2019 – asmedigitalcollection.asme.org
… Some researchers have attempted to provide general guidelines for CAs. For example, Wolters et al. established requirements for spoken dialogue systems and applied those requirements to a CA application for dementia patients [13]. Saad et al …

Effectiveness of data-driven induction of semantic spaces and traditional classifiers for sarcasm detection
MA Di Gangi, GL Bosco, G Pilato – arXiv preprint arXiv:1904.04019, 2019 – arxiv.org
… 2014) or online forums (Oraby, Harrison, Reed, Hernandez, Riloff and Walker 2016; Walker, Fox, Anand, Abbot and King 2012), and … such as natural language understanding, cognitive modeling, speech recognition, smart indexing, anti-spam filters, dialogue systems, and other …

Equity beyond bias in language technologies for education
E Mayfield, M Madaio, S Prabhumoye… – Proceedings of the …, 2019 – aclweb.org
Page 1. Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, pages 444–460 Florence, Italy, August 2, 2019. c 2019 Association for Computational Linguistics 444 Equity Beyond Bias in Language Technologies for Education …

Mining, analyzing, and modeling text written on mobile devices
K Vertanen, PO Kristensson – Natural Language Engineering, 2019 – cambridge.org
… This dataset contains 5.7 M HTML pages from online forums … Such manipulation of grammat- ical markers has been observed as a way to convey affect in early messaging systems (Carey 1980), dialog systems (Neviarouskaya, Prendinger, and Ishizuka 2007), MySpace …

Corpus linguistics for online communication: A guide for research
LC Collins – 2019 – books.google.com
… When combined with speech recognition, such programming has led to the creation of dialogue systems on smartphone devices, such as Apple Inc.’s ‘Siri’ and the intelligent personal assistant of the Amazon Echo speaker system, known as ‘Alexa’ …

Artificial Immune System-Based Learning Style Stereotypes
DN Sotiropoulos, E Alepis, K Kabassi… – … Journal on Artificial …, 2019 – World Scientific
Page 1. International Journal on Artificial Intelligence Tools Vol. 28, No. 4 (2019) 1940008 (27 pages) c World Scientific Publishing Company DOI: 10.1142/S0218213019400086 Artificial Immune System-Based Learning Style Stereotypes …

Linguistic Entrainment in Multi-Party Spoken Dialogues
Z Rahimi – 2019 – d-scholarship.pitt.edu
… entrainment. The first step towards this end goal of implementing dialogue systems with en … from pairs to groups, and the focus of prior work has been on text rather than speech (eg, Wikipedia, Twitter, online discussion forums, and corporate emails). The focus of …

Mining, Analyzing, and Modeling Text Written on Mobile Devices
K PO – pdfs.semanticscholar.org
… 2009). This dataset contains 5.7 M HTML pages from online forums … Spinn3r 3.84 M 78.0 ± .16 4.6 ± .01 manipulation of grammatical markers has been observed as a way to convey af- fect in early messaging systems (Carey, 1980), dialog systems (Neviarouskaya et al …

People v. Robots: A Roadmap for Enforcing California’s New Online Bot Disclosure Act
B Stricke – Vand. J. Ent. & Tech. L., 2019 – HeinOnline
… Crawlers do relay data to the bot owner who dispatched them, but there is no deception involved. See id. 65. See generally Huma Shah et al., Can Machines Talk? Comparison of Eliza with Modern Dialogue Systems, 58 COMPUTERS HUM. BEHAv. 278 (2016). 66 …

Understanding and mitigating unintended demographic bias in machine learning systems
C Sweeney – 2019 – dspace.mit.edu
Page 1. Understanding and Mitigating Unintended Demographic Bias in Machine Learning Systems by Christopher Sweeney Submitted to the Department of Electrical Engineering and Computer Science in partial fulfillment of the requirements for the degree of …

Dive into deep learning
A Zhang, ZC Lipton, M Li, AJ Smola – Unpublished Draft. Retrieved, 2019 – academia.edu
Page 1. Dive into Deep Learning Aston Zhang Zachary C. Lipton Mu Li Alexander J. Smola Mar 13, 2019 Page 2. Page 3. This draft is a testing version (draft date: March 13, 2019). Visit https://d2l.ai to obtain a later or release version. i Page 4. ii Page 5. Contents Preface 1 …

Opinion Analysis in Interactions: From Data Mining to Human-Agent Interaction
C Clavel – 2019 – books.google.com
Page 1. Opinion Analysis in Interactions From Data Mining to Human–Agent Interaction Chloé Cavel Page 2. Opinion Analysis in Interactions From Data Mining to Human–Agent Interaction Chloé Cavel . – | | | Page 3. Page 4. Opinion Analysis in Interactions Page 5. Page 6 …

Investigating the Role of Social Media in Supporting Parents and Teachers of Students with Down’s Syndrome: Focus on Early Intervention Services in the Kingdom of …
AH ALShamare – 2019 – discovery.ucl.ac.uk
… In addition, I have worked as a supervisor at one of the special education online forums in KSA, thus integrating the use of technology with the field of special education. Engagement at this level has shown me the importance of social media in the life of …

Communicating Bad News: Insights for the Design of Consumer Health Technologies
EK Choe, ME Duarte, H Suh, W Pratt… – JMIR human …, 2019 – humanfactors.jmir.org
JMIR Human Factors – a leading peer-reviewed ehealth journal.

Semantically aligned sentence-level embeddings for agent autonomy and natural language understanding
NE Fulda – 2019 – scholarsarchive.byu.edu
… and utilized for real-world applications like robot navigation and dialog systems. We further … “in the wild”, by developers and hobbyists. By and large, when one reads blog posts about word embeddings or browses through discussion forums, one notices an inherent fascination …

Study of Argument Structure in Parliamentary Debates
SVK Rohit – 2019 – web2py.iiit.ac.in
Page 1. Study of Argument Structure in Parliamentary Debates Thesis submitted in partial fulfillment of the requirements for the degree of Masters of Science in Exact Humanities by Research by Sakala Venkata Krishna Rohit 201356204 rohit.sakala@research.iiit.ac.in …

Exploring Interactions with Voice-Controlled TV
S McRoberts, J Wissbroecker, R Wang… – arXiv preprint arXiv …, 2019 – arxiv.org
… or navigation [15]. Other work looked to online discussion forums to better understand the nature of “narrative-driven” recommendation requests [1], examining the frequency of common patterns. Contributions. Prior work on …

Automated Chess Commentator Powered by Neural Chess Engine
H Zang, Z Yu, X Wan – arXiv preprint arXiv:1909.10413, 2019 – arxiv.org
… (2018) collect and process 11,578 annotated chess games from a large social forum GAMEKNOT4 … However, for tasks like dialogue system (Li et al., 2016), story telling gen- eration (Jain et al., 2017), and chess commentary (Jhamtani et al., 2018), the outputs can be rather short …

Understanding the Users and Videos by Mining a Novel Danmu Dataset
G Lv, K Zhang, L Wu, E Chen, T Xu… – IEEE Transactions on …, 2019 – ieeexplore.ieee.org
Page 1. 2332-7790 (c) 2019 IEEE. Personal use is permitted, but republication/ redistribution requires IEEE permission. See http://www.ieee.org/ publications_standards/publications/rights/index.html for more information. This …

Co-designing a chatbot for and with refugees and migrants
Z Chen – 2019 – aaltodoc.aalto.fi
… process and analyze large amounts of natural language data. ³A component of a dialog system, responsible for the state and flow of the conversation. Page 16. 4 1.2 Motivation This thesis developed out of my great empathy …

A Question Answering and Quiz Generation Chatbot for Education
AS Sreelakshmi, SB Abhinaya, A Nair… – 2019 Grace Hopper …, 2019 – ieeexplore.ieee.org
… Context-aware natural lan- guage generation for spoken dialogue systems. In Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: Technical Papers (pp. 2032-2041) … Finding question- answer pairs from online forums. SIGIR.

Type-aware Convolutional Neural Networks for Slot Filling
H Adel, H Schütze – Journal of Artificial Intelligence Research, 2019 – jair.org
… Similarly, an automatic assistant or dialogue system could satisfy the needs of users more easily with the access to a background … Since the TAC 2015 evaluation corpus consists of two genres (news and discussion forums), our document pro- cessing and cleaning steps are …

Visualizing Large Complex Streaming Networks
TE Crnovrsanin – 2019 – search.proquest.com
… 76 5 Amoeba: A Visualization Metaphor for Discussion Forums 78 5.1 RelatedWork … the knowledge and techniques from our previous works to create a new visual metaphor for discussion forums, which are large, complex and constantly streamed. Collectively, this disser …

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume …
J Burstein, C Doran, T Solorio – Proceedings of the 2019 Conference of …, 2019 – aclweb.org
Page 1. NAACL HLT 2019 The 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Proceedings of the Conference Vol. 1 (Long and Short Papers) June 2 – June 7, 2019 Page 2 …

Structured Knowledge Discovery from Massive Text Corpus
C Zhang – arXiv preprint arXiv:1908.01837, 2019 – arxiv.org
… able to accurately detect complicated user intents from the text corpus. Experiments are conducted on the text corpus collected from an online question-answering discussion forum. We contrast the performance of the proposed model with other alternatives …

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language …
K Inui, J Jiang, V Ng, X Wan – Proceedings of the 2019 Conference on …, 2019 – aclweb.org
Page 1. EMNLP-IJCNLP 2019 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing Proceedings of the Conference November 3–7, 2019 Hong Kong, China Page 2 …

Restoration Work: Responding to Everyday Challenges of HIV Outreach
N Kumar, A Ismail, S Sherugar… – Proceedings of the ACM …, 2019 – dl.acm.org
Page 1. 54 Restoration Work: Responding to Everyday Challenges of HIV Outreach NEHA KUMAR, Georgia Institute of Technology, USA AZRA ISMAIL, Georgia Institute of Technology, USA SAMYUKTA SHERUGAR, Google …

A Novel Cognitive Architecture for Natural Language Comprehension
SSV Sahula – researchgate.net
Page 1. IET Research Journals A Novel Cognitive Architecture for Natural Language Comprehension ISSN 1751-8644 doi: 0000000000 www.ietdl.org Sandeep Saini Vineet Sahula Department of Electronics and Communication …

Memory-augmented neural networks for better discourse understanding
F Liu – 2019 – minerva-access.unimelb.edu.au
… 76 2.6 An example of the web forum thread discourse structure prediction task. . . 86 … Figure1.1. . . . . 114 4.2 An example of the web forum thread discourse structure prediction task …

Artificial Intelligence in Education: 20th International Conference, AIED 2019, Chicago, IL, USA, June 25-29, 2019, Proceedings
S Isotani, E Millán, A Ogan, P Hastings, B McLaren… – 2019 – books.google.com
Page 1. Seiji Isotani· Eva Millán · Amy Ogan · Peter Hastings· Bruce McLaren · Rose Luckin (Eds.) Artificial Intelligence in Education 20th International Conference, AIED 2019 Chicago, IL, USA, June 25–29, 2019 Proceedings, Part I 123 Page 2 …

Machine Learning Models for Efficient and Robust Natural Language Processing
E Strubell – 2019 – scholarworks.umass.edu
Page 1. University of Massachusetts Amherst ScholarWorks@UMass Amherst Doctoral Dissertations Dissertations and Theses October 2019 Machine Learning Models for Efficient and Robust Natural Language Processing Emma Strubell …

IT Management in the Digital Age
N Urbach, F Ahlemann – Management for Professionals, 2019 – Springer
Page 1. Management for Professionals IT Management in the Digital Age Nils Urbach Frederik Ahlemann A Roadmap for the IT Department of the Future Page 2. Management for Professionals Page 3. More information about this series at http://www.springer.com/series/10101 …

Evaluation of Methods for Data-Driven Tools that Empower Mental Health Professionals
OA Demasi – 2019 – escholarship.org
… For example, researchers have explored building tools that screen online forums for potential addiction recovery lapse risk [78], medical record screening tools for suicide risk [47], therapeutic agents [100], or making recommendations for positive behavior change, eg …

Instructional Designers’ Process for Selecting Mobile Applications for Higher Level Learning
KS Blanchard – 2019 – search.proquest.com
Page 1. INSTRUCTIONAL DESIGNERS’ PROCESS FOR SELECTING MOBILE APPLICATIONS FOR HIGHER LEVEL LEARNING by Kimberly S. Blanchard WENDY ZENDER, PhD, Faculty Mentor and Chair CHARLOTTE REDDEN, PhD, Committee Member …

Pleis’ Celebrated Fit Powders
J Pleis – 2019 – urresearch.rochester.edu
… as a deeper understanding of natural language is increasingly important for user appli- cations such as information extraction, question answering and dialogue systems … tions such as question answering, information extraction, machine comprehension, and dialogue systems …

Insect-level intelligence is sufficient to move furniture
B Sharma – 2019 – eprints.qut.edu.au
Page 1. Insect-Level Intelligence is Sufficient to Move Furniture SUBMITTED IN FULFILMENT OF THE REQUIREMENT FOR THE DEGREE OF MASTER OF PHILOSOPHY. Bimal Sharma BSc, Post Grad Dip. Computing Science, MIS …

significant figures, issues and related disciplines. Including extensive cross-referencing, and graded further reading, The Pragmatics Encyclopedia aims to be …
L Cummings – academia.edu
Page 1. Page 2. The Pragmatics Encyclopedia This single-volume encyclopedia covers the growing area of pragmatics: the analysis of lan- guage in context. Pragmatics has increasingly become a catch-all area for linguists and so has seen very rapid growth in recent years …