Semantic Role Labeling & Dialog Systems


Semantic Role Labeling

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100 Best GitHub: Semantic Role


Evaluation of semantic role labeling and dependency parsing of automatic speech recognition output [PDF] from mirlab.org B Favre, B Bohnet… – Acoustics Speech and …, 2010 – ieeexplore.ieee.org … Semantic Role Labeling (SRL), also known as Shallow Semantic Parsing, consists of extracting surface meaning in human language. … side, SRL has become an important component of spoken language understanding systems [8, 9]. For example, ATIS dialog systems allow to … Cited by 1 – Related articles – All 11 versions

Shallow semantic parsing for spoken language understanding [PDF] from aclweb.org B Coppola, A Moschitti… – … of the North American Chapter of …, 2009 – dl.acm.org … The results show that disflu- encies of dialog data do not severely hurt per- formance. Also, a small set of FrameNet-like manual annotations is enough for realizing ac- curate Semantic Role Labeling on the target domains of typical Dialog Systems. 1 Introduction … Cited by 7 – Related articles – All 17 versions

Apparatus and method for spoken language understanding by using semantic role labeling A Chotimongkol, DZ Hakkani-Tur… – US Patent 7,742,911, 2010 – Google Patents … An intent is estimated based on the predicate or the at least one argument. In another aspect, a method is provided for training a spoken language dialog system that uses semantic role labeling. An expert is provided with a group of predicate/argument pairs. … Related articles – All 4 versions

Semantic role labeling with discriminative feature selection for spoken language understanding [PDF] from pitt.edu CH Liu… – Tenth Annual Conference of the International …, 2009 – isca-speech.org … To fulfill the goal of SLU, techniques for intent classification (or Speech-Act/Call- Type Classification for different domains) are developed for spoken dialog systems. Recently as the development of semantic role labeling has progressed, the Semantic Role information was … Cited by 2 – Related articles – All 3 versions

Semantic role labeling [PDF] from rug.nl M Palmer, D Gildea… – Synthesis Lectures on Human …, 2010 – morganclaypool.com … Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2010 Introduction to Chinese Natural Language Processing Kam-Fai Wong, Wenji Li, Ruifeng Xu, and Zheng-sheng Zhang 2009 … Cited by 7 – Related articles – Library Search – All 12 versions

Annotating communicative function and semantic content in dialogue act for construction of consulting dialogue systems [PDF] from nict.go.jp T Misu, K Ohtake, C Hori, H Kashioka… – … Annual Conference of …, 2009 – isca-speech.org … For example, checks are classified into four categories because they should be treated in various ways in a dialogue system. … do not define the role (eg, object (Kinakuji temple) and subject (I)) of each argument item, we can use conventional semantic role labeling techniques to … Cited by 7 – Related articles – All 4 versions

Annotating dialogue acts to construct dialogue systems for consulting [PDF] from aclweb.org K Ohtake, T Misu, C Hori, H Kashioka… – Proceedings of the 7th …, 2009 – dl.acm.org … For example, checks are classified into four cat- egories because they should be treated in various ways in a dialogue system. … eg, object (Kinakuji temple) and subject (I)) of each argument item in this case, we can use conventional semantic role labeling techniques (Gildea and … Cited by 9 – Related articles – All 11 versions

[CITATION] Book Review: Argument Realization B Levin, MR Hovav… – 2009 Related articles

Spatial role labeling: Task definition and annotation scheme [PDF] from kuleuven.be P Kordjamshidi, MF Moens… – Proceedings of the …, 2010 – lirias.kuleuven.be … Analogous to semantic role labeling (M`arquez et al., 2008), a spatial role labeling system needs to make several deci- sions about i) spatial … of space are present at different levels within spatially aware information sys- tems that interact with natural language dialogue systems. … Cited by 7 – Related articles – All 4 versions

[PDF] Bootstrapping Domain Detection Using Query Click Logs for New Domains [PDF] from officelive.com D Hakkani-Tür, G Tur, L Heck… – 2011 – gokhantur.tech.officelive.com … for spoken language understanding using semantic role labeling,” in Proceedings of the IEEE ASRU Workshop, Puerto Rico, November 2005. [14] J. Feng, S. Bangalore, and M. Rahim, “Webtalk: Mining websites for automatically building dialog systems,” in Proceedings of the … Related articles – All 2 versions

Concept segmentation and labeling for conversational speech [PDF] from pitt.edu M Dinarelli, A Moschitti… – Tenth Annual Conference of …, 2009 – isca-speech.org … In Spoken Dialog Systems, the Language Understanding mod- ule performs the task of translating a spoken sentence into its meaning representation … re- ranking, where the basic kernel was a tree kernel, and in [12], where, to re-rank Semantic Role Labeling annotations, a tree … Cited by 5 – Related articles – All 11 versions

What Computers Need to Know About Verbs SW Brown… – Semantic Computing, 2009 – Wiley Online Library … used most widely for automatic semantic role labeling with both supervised and unsupervised systems [29 – 31] . However, it has also provided the means to automatically generate representations for previously unknown verbs in a spoken language dialog system [32] , contrib … Related articles – All 3 versions

Dialogue Act Detection in Error-Prone Spoken Dialogue Systems Using Partial Sentence Tree and Latent Dialogue Act Matrix WB Liang, CH Wu… – Eleventh Annual Conference of the …, 2010 – isca-speech.org … 2, pp. 162-173, 2002. [2] C.-H. Wu and G.-L. Yan, “Speech Act Modeling and Verification of Spontaneous Speech with Disfluency in a Spoken Dialogue System,” IEEE Trans. … ISCSLP, pp.1-4, 2008. [4] C.-H. Liu and C.-H. Wu, “Semantic Role Labeling with Dis- criminative … Related articles

Sentence simplification for spoken language understanding [PDF] from 140.124.72.88 G Tur, D Hakkani-Tur, L Heck… – Acoustics, Speech and …, 2011 – ieeexplore.ieee.org … Spoken language understanding (SLU) in human/machine spoken dialog systems aims to automatically identify the intent of the user as … is an area which has been studied for var- ious language processing tasks such as summarization or semantic role labeling, with different … Related articles – All 6 versions

Re-ranking models based-on small training data for spoken language understanding [PDF] from unitn.it M Dinarelli, A Moschitti… – Proceedings of the 2009 …, 2009 – dl.acm.org … Spoken Dialog Systems carry out automatic speech recognition and shallow natural language understanding by heavily relying on statistical models. … was applied to se- mantic trees similar to the one introduced in the next section to re-rank Semantic Role Labeling an- notations … Cited by 10 – Related articles – All 21 versions

A Hierarchical Unification of LIRICS and VerbNet Semantic Roles C Bonial, W Corvey, M Palmer… – … (ICSC), 2011 Fifth …, 2011 – ieeexplore.ieee.org … VN has been used for numerous NLP tasks, most notably, semantic role labeling [2], [8], [9]; additionally, VN has been used for the automatic generation of representations of unseen verbs (here, for example, as dialog systems: [10], [11]). … All 2 versions

Re-ranking models for spoken language understanding [PDF] from rug.nl M Dinarelli, A Moschitti… – … of the 12th Conference of the …, 2009 – dl.acm.org … In Spoken Dialog Systems, the Language Under- standing module performs the task of translating a spoken sentence into its meaning representation based … was a tree kernel instead of SK and in (Moschitti et al., 2006), where, to re- rank Semantic Role Labeling annotations, a … Cited by 12 – Related articles – All 17 versions

What science underlies natural language engineering? [PDF] from aclweb.org S Wintner – Computational Linguistics, 2009 – dl.acm.org … Word sense disambiguation, stochastic parsing, text cate- gorization, question answering, semantic role labeling, speech recognition, ontology development, whatever your favorite application is: What … Dialog systems were based on research in semantics and discourse theory. … Cited by 13 – Related articles – All 23 versions

[PDF] An Incremental Architecture for the Semantic Annotation of Dialogue Corpora with High-Level Structures. A case study for the MEDIA corpus [PDF] from archives-ouvertes.fr LM Rojas Barahona, M Quignard – 2011 – hal.archives-ouvertes.fr … Alexandre Denis and Lina M. Rojas-Barahona and Matthieu Quignard. 2010. Extending MMIL Seman- tic Representation: Experiments in Dialogue Systems and Semantic Annotation of Corpora. … 2005. Introduc- tion to the CoNLL-2005 shared task: Semantic role labeling. … Related articles – View as HTML – All 9 versions

[PDF] Synchronous Parsing of Syntactic and Semantic Structures [PDF] from meaningtext.net B Bohnet – Proceedings of the Fourth International Conference on …, 2009 – meaningtext.net … This is very important for the applications which use a parser. Parsing is in most cases only one component of a Natural Language Processing application such as summarization, dialog system or machine translation. … 4 Semantic Role Labeling … Cited by 4 – Related articles – View as HTML – All 3 versions

Question answering B Webber… – The Handbook of Computational …, 2010 – Wiley Online Library … For more detailed discus- sion of the issues and technology underlying dialogue systems, see Chapter 16, COMPUTATIONAL MODELS OF … as an answer candidate, or they can be extracted using structured patterns, from the output of parsing, semantic role labeling, and/or … Cited by 20 – Related articles

[PDF] Spoken Dialogue System based on Information Extraction using Similarity of Predicate Argument Structures [PDF] from aclweb.org K Yoshino, S Mori… – Proceedings of the SIGDIAL 2011 …, 2011 – aclweb.org … D.Wu and P.Fung. 2009. Can semantic role labeling im- prove SMT? In Proc. EAMT, pages 218–225. J.Mitchell and M.Lapata. … MODzikovska, MDSwift, and JFAllen. 2003. Inte- grating linguistic and domain knowledge for spoken dialogue systems in multiple domains. In Proc. … Related articles – View as HTML – All 8 versions

Spatial role labeling: Towards extraction of spatial relations from natural language [PDF] from kuleuven.be P Kordjamshidi, M van Otterlo… – ACM Transactions on …, 2011 – lirias.kuleuven.be … Fig. 1. Parse tree labeled with spatial roles. Spatial role labeling is a special type of semantic role labeling, and, as with semantic roles, the spatial relations sup- ported by the roles contribute to a sentence’s semantic frame recognition [M`arquez et al. 2008]. … Cited by 1 – Related articles

[PDF] An Integrated Natural Language Processing Approach for Conversation System [PDF] from unsri.ac.id Z Teng, Y Liu… – International Journal of Computational …, 2009 – akademik.unsri.ac.id … Several speech dialogue systems and web agent have been developed in order to provide a very easeful interaction for dissimilar users. … Our method is based on the Semantic Role Labeling (SRL) and the Okapi BM25 measure slightly modified. … Cited by 1 – Related articles – View as HTML

[PDF] Statistical Language Generation from Semantic Structures [PDF] from depling.org B Bohnet, S Mille… – Proceedings of the DepLing, 2011 – depling.org … the realization of the classifiers. MIRA has been successfully applied to structured learning tasks such as dependency parsing and semantic role labeling.7 We have to perform similar tasks for generation. The goal is to obtain … Cited by 2 – Related articles – View as HTML

[PDF] Slat 2.0: Corpus construction and annotation process management [PDF] from titech.ac.jp D Kaplan, R Iida… – … of the 16th Annual Meeting of …, 2010 – xxx.cl.cs.titech.ac.jp … Links can also be transitive and/or directional, useful for hierarchies, coordination, semantic role labeling, etc. … In Proc. of the 2nd IJCAI Workshop on Knowledge and Reason- ing in Practical Dialogue Systems, pages 45–50. … Cited by 1 – Related articles – All 3 versions

A New Approach to Ranking Over-Generated Questions C McConnell, P Mannem, R Prasad… – 2011 AAAI Fall Symposium …, 2011 – aaai.org … The out- put of such a task would prove valuable in areas such as education, dialog systems and Internet search … In order to transform declarative sentences into questions, the system uses the ASSERT semantic role labeling tool [Pradhan et al., 2004] to identify potential answer … Related articles – All 2 versions

[BOOK] Spoken Language Understanding: Systems for Extracting Semantic Information from Speech G Tur, R De Mori – 2011 – books.google.com … Handling Speech in QA Systems 6.3 QA Evaluation Campaigns 6.4 Question-answering systems 6.5 Projects Integrating Spoken Requests and Question Answering 6.6 Conclusions References Chapter 7: SLU in Commercial and Research Spoken Dialogue Systems 7.1 Why … Cited by 7 – Related articles – Library Search

ASR Normalization for Machine Translation H Huang, C Feng, J Wang… – … Human-Machine Systems …, 2010 – ieeexplore.ieee.org … Reference [2] described a SDS (Spoken Dialogue Systems) toolkit which deals with Chinese dialogue and makes it easy for not only experts … years, the ME models have been widely applied in the area of natural language processing such as Semantic role labeling [6], automatic … Related articles – All 3 versions

[PDF] Domain-related annotation of Polish spoken dialogue corpus LUNA. PL [PDF] from ffzg.hr A Mykowiecka, K Glowinska… – Proceedings of LREC …, 2010 – hnk.ffzg.hr … The resource was constructed in order to provide data needed for building a dialogue system which would replace call centre staff in answering a subset of customers queries. … (2008) Semantic role labeling: an introduction to the special issue. … Cited by 2 – Related articles – View as HTML – All 3 versions

Integration of a Voice Recognition System in a Social Robot F Alonso-Martin… – Cybernetics and Systems: An …, 2011 – Taylor & Francis … 201038. Shuyin , I. Toptsis , Li , S. , Wrede , B. , and Fink , GA 2004 . A Multi-modal Dialog System for a Mobile Robot. In Int. Conf. on Spoken Language Processing, 273–276. … Evaluation of semantic role labeling and dependency parsing of automatic speech recognition output . … Related articles – All 4 versions

Semantic Frame-Based Spoken Language Understanding YY Wang, L Deng… – Spoken Language …, 2011 – Wiley Online Library … human-computer interaction. It has been used in many spoken language processing tasks, in particular the transactional dialogue systems, where various pieces of information need to be collected from users. A frame-based … Cited by 1 – Related articles – All 2 versions

[PDF] Towards understanding situated natural language [PDF] from mit.edu A Bordes, N Usunier, R Collobert… – Proc. of the 13th Intern. …, 2010 – jmlr.csail.mit.edu … tered sentences, also ranges from dialogue systems, eg (Allen, 1995), to co-reference resolution (Soon et al., 2001). … that humans would have to annotate data for our learner in much the same way as linguists have built labeled datasets for parsing, semantic role labeling, part-of … Cited by 3 – Related articles – View as HTML – All 10 versions

Automatic committed belief tagging [PDF] from aclweb.org V Prabhakaran, O Rambow… – Proceedings of the 23rd …, 2010 – dl.acm.org … grown in relating text to more abstract representations of its propositional meaning, as witnessed by work on semantic role labeling, word sense … A dialog act repre- sents the communicative intention of the speaker, and its recognition is crucial for the building of dialog systems. … Cited by 2 – Related articles – All 10 versions

Actor level emotion magnitude prediction in text and speech RA Calix… – Multimedia Tools and Applications, 2011 – Springer … In Tokuhisa et al. [24], the authors propose a model for detecting the emotional state of a user that interacts with a dialog system. … In Lu et al. [16] the authors consider the issue of who experiences an emotion by using a semantic role labeling tool which for each verb in a … Related articles

Prepositions in applications: A survey and introduction to the special issue [PDF] from aclweb.org T Baldwin, V Kordoni… – Computational Linguistics, 2009 – MIT Press … lines, Kelleher and Costello (2009) propose computational models of spatial preposition semantics for use in visually situated dialogue systems. … as machine translation, and also as a means of improving the general performance of semantic tasks such as semantic role labeling. … Cited by 11 – Related articles – All 18 versions

Advances in Chinese Natural Language Processing and Language resources J Tao, F Zheng, A Li… – Speech Database and …, 2009 – ieeexplore.ieee.org … Generation, Machine Translation, Information Extraction, Information retrieval, Question and Answering and Dialogue Systems etc. … Parsing, Graph-based Dependency Parsing, Word Sense Disambiguation, Shallow Semantics Labeling, Semantic role labeling and Language … Related articles

TEXTUAL ENTAILMENT METHOD FOR LINKING TEXT OF AN ABSTRACT TO TEXT IN THE MAIN BODY OF A DOCUMENT Á Sandor… – US Patent 20,110,276,322, 2011 – freepatentsonline.com … 20070198268, Method for controlling a speech dialog system and speech dialog system, August, 2007, Hennecke. … 20060080101, Apparatus and method for spoken language understanding by using semantic role labeling, April, 2006, Chotimongkol et al. … Cached

[PDF] Topic modeling of research fields: An interdisciplinary perspective [PDF] from mercubuana.ac.id M Paul… – Proceedings of the the …, 2009 – pascasarjana.mercubuana.ac.id … Within the area of semantics, there are some topics on the rise, such as word sense disam- biguation, semantic role labeling, and event/temporal se … faces and speech recognition – some percentage of papers labeled as dialogue systems have also been labeled with these topics … Cited by 5 – Related articles – View as HTML – All 18 versions

[PDF] TechWriter: An Evolving System for Writing Assistance for Advanced Learners of English [PDF] from psu.edu DM Napolitano… – Calico Journal, 2009 – Citeseer … In the future, we plan to add support for automatic morphological analysis, semantic role labeling (identifying agent, theme, and other semantic relationships within the sentence), and word searches in WordNet (Fellbaum, 1998). … Cited by 7 – Related articles – View as HTML – All 5 versions

System for Low-Latency Animation of Talking Heads E Cosatto, HP Graf… – US Patent App. 20,100/ …, 2009 – freepatentsonline.com … 20060080101, Apparatus and method for spoken language understanding by using semantic role labeling, April, 2006, Chotimongkol et al. … An indication of this is that a dialog system like AT&T’s “How May I Help You?” uses only recorded prompts to interact with its users. … Cached

[PDF] Experiments on Indian Language Dependency Parsing [PDF] from iiit.ac.in P Kosaraju, SR Kesidi, VBR Ainavolu… – Proceedings of the …, 2010 – ltrc.iiit.ac.in … 1 Introduction Natural Language Parsing is useful in major NLP applications like Machine Translation, Dialogue systems, text generation, word sense … An iterative ap- proach between parsing and semantic role labeling also showed improvement in the parsing accuracies. … Cited by 4 – Related articles – View as HTML – All 2 versions

[PDF] Twit-economics: Dynamic Social Networking using Micro-blogging Technology [PDF] from sijinhe.com S He – 2009 – blog.sijinhe.com … The results show that disfluencies of dialog data do not severely hurt performance. Also, a small set of FrameNet-like manual annotations is enough for realizing accurate Semantic Role Labeling on the target domains of typical Dialog Systems. 3.4 Social Networks Extraction … View as HTML

Automatic Semantic Role Labeling using Selectional Preferences with Very Large Corpora [PDF] from 132.247.146.33 A GELBUKH… – Computación y Sistemas, 2009 – 132.247.146.33 Page 1. ABSTRACT OF PhD THESIS Automatic Semantic Role Labeling using Selectional Preferences with Very Large Corpora … 12 No. 1, 2008, pp 128-150 ISSN 1405-5546 Page 2. Automatic Semantic Role Labeling using Selectional Preferences with Very Large Corpora 129 … Related articles – All 6 versions

[PDF] DISI-University of Trento [PDF] from digns.com TVT Nguyen – 2011 – static.digns.com … The task is making possible significant advances in applications that require deep understanding capabilities such as question- answering engines, dialogue systems, or the semantic web. Due to the huge … Basili. 2008. Tree kernels for semantic role labeling. Computational … Related articles – View as HTML

[TXT] Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics} [TXT] from aclweb.org S Renals, Y Zhang, T Baldwin, V Kordoni… – … : The 2010 Annual …, 2010 – aclweb.org … che-liu-li:2010:NAACLHLT, author = {Che, Wanxiang and Liu, Ting and Li, Yongqiang}, title = {Improving Semantic Role Labeling with Word … and Gordon, Joshua B. and Bhutada, Pravin}, title = {Learning about Voice Search for Spoken Dialogue Systems}, booktitle = {Human … Cached

Spoken Language Understanding: from Spoken Utterances to Semantic Structures [PDF] from unitn.it M Dinarelli – 2010 – eprints-phd.biblio.unitn.it … database. Following the ATIS project, DARPA Communicator project aimed at building a spoken dialog system automatically providing information on flights and travel reservation. … 104 7 SLU in Spoken Dialog Systems 109 7.1 Dialogue System Architecture . . . . . … Cited by 1 – Related articles

Comparing stochastic approaches to spoken language understanding in multiple languages S Hahn, M Dinarelli, C Raymond… – Audio, Speech, and …, 2010 – ieeexplore.ieee.org … and Giuseppe Riccardi, Fellow, IEEE Abstract One of the first steps in building a spoken language understanding (SLU) module for dialogue systems … Index Terms spoken dialogue systems, generative and discriminative models, system combination. I. INTRODUCTION … Cited by 5 – Related articles

Determinación Automática de Roles Semánticos usando Preferencias de Selección sobre Corpus muy Grandes [PDF] from 132.247.146.34 A GELBUKH… – Computación y Sistemas, 2009 – 132.247.146.34 Page 1. ABSTRACT OF PhD THESIS Automatic Semantic Role Labeling using Selectional Preferences with Very Large Corpora … 12 No. 1, 2008, pp 128-150 ISSN 1405-5546 Page 2. Automatic Semantic Role Labeling using Selectional Preferences with Very Large Corpora 129 … Related articles – All 4 versions

Associating Automatic Natural Language Processing to Serious Games and Virtual Worlds [PDF] from inria.fr T Bretaudière, S Cruz-Lara, LM Rojas Barahona – 2011 – hal.inria.fr … integrates the wizard contributions within the dialogue framework explained before (Figure 2). It is worth noting that the semiautomatic configuration is a dialogue system, in which … Emotion Detection in Textual Information by Semantic Role Labeling and Web Mining Techniques. …

Semantic annotation of Italian legal texts: A FrameNet-based approach G Venturi – Constructions and Frames, 2011 – ingentaconnect.com … be used in a variety of natural language processing tasks”, (Dolbey 2009: 5) such as automatic semantic role labeling (ASRL). … the LUNA project (Language UNderstanding in multilingAl communication systems),3 which is developing an advanced spoken dialog system for real … Related articles

Strange Beta: An Assistance System for Indoor Rock Climbing Route Setting Using Chaotic Variations and Machine Learning [PDF] from arxiv.org C Phillips, L Becker… – Arxiv preprint arXiv:1110.0532, 2011 – arxiv.org Page 1. arXiv:1110.0532v1 [cs.AI] 3 Oct 2011 Strange Beta: An Assistance System for Indoor Rock Climbing Route Setting Using Chaotic Variations and Machine Learning Caleb Phillips, Lee Becker, and Elizabeth Bradley CU-CS-1087-11 September 2011 § … Related articles – All 6 versions

Voice Search YY Wang, D Yu, YC Ju… – Spoken Language …, 2009 – Wiley Online Library … In a directed dialogue system, a user is limited to providing answers to what the sys- tem has prompted for, which often contain a single … To perform this difficult task, it often involves domain-independent natural language understating techniques, such as semantic role labeling. … Related articles – All 4 versions

[PDF] DETECTING OFF-TASK SPEECH [PDF] from cmu.edu W Chen – 2012 – cs.cmu.edu … robot cooperation. Off-task speech input to computers presents both challenges and opportunities for such dialog systems. … As a prevalent speech event, off- task speech has been acknowledged in many dialog systems, such as health communication … View as HTML

Concept Mining: A Conceptual Understanding based Approach [PDF] from uwaterloo.ca S Shehata – 2009 – uwspace.uwaterloo.ca Page 1. Concept Mining: A Conceptual Understanding based Approach by Shady Shehata A thesis presented to the University of Waterloo in fulfillment of the thesis requirement for the degree of Doctor of Philosophy in Electrical and Computer Engineering … Cited by 1 – Related articles – Library Search – All 6 versions

[PDF] Frame Assignment with Active Learning [PDF] from psu.edu M Ghayoomi, M Pinkal… – 2009 – Citeseer … Page 10. 10 text summarization, and text data mining (Hearst, 1999); moreover such annotation might be used in question-answering systems, semantic dialogue systems, word … assignment plays a significant role in semantic role labeling and to our knowledge no … Related articles – View as HTML – All 5 versions

A Computational Theory of the Use-Mention Distinction in Natural Language [PDF] from umd.edu S Wilson – 2011 – drum.lib.umd.edu … following will become possible: • Dialog systems can be designed to recognize when a user is attempting to … This was a prime motivation of this work, and contributions toward creating such a dialog system will be discussed in detail in the next section. … Related articles – All 2 versions

Robust understanding in multimodal interfaces [PDF] from uceresource.org S Bangalore… – Computational Linguistics, 2009 – MIT Press Page 1. Robust Understanding in Multimodal Interfaces Srinivas Bangalore * AT&T Labs – Research Michael Johnston ** AT&T Labs – Research Multimodal grammars provide an effective mechanism for quickly creating integration … Cited by 7 – Related articles – All 15 versions

Multiagent system for joke generation: Humor and emotions combined in human-agent conversation [PDF] from hokudai.ac.jp P Dybala, M Ptaszynski, J Maciejewski… – Journal of Ambient …, 2010 – IOS Press … riddles generated by humans. The results of JAPE’s evaluation experiment were quite impressive and encouraged Loehr [17] to make an attempt to implement it into a dialogue system, Elmo. During evaluation experiments, however … Cited by 2 – Related articles – All 6 versions

End-to-End Relation Extraction via Syntactic Structures and Semantic Resources [PDF] from unitn.it TVT Nguyen – 2011 – eprints-phd.biblio.unitn.it … these events happen. The task is making possible significant advances in applications that require deep understanding capabilities such as question- answering engines, dialogue systems, or the semantic web. Due to the huge … Related articles

Linguistic Structure Prediction [PDF] from cmu.edu NA Smith – Synthesis Lectures on Human Language …, 2011 – morganclaypool.com … Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer 2010 Page 5. iii Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 … Related articles – Library Search – All 4 versions

Discriminative Reranking for Spoken Language Understanding [PDF] from unitn.it M Dinarelli, A Moschitti… – 2011 – ieeexplore.ieee.org Page 1. Copyright (c) 2011 IEEE. Personal use is permitted. For any other purposes, permission must be obtained from the IEEE by emailing pubs-permissions@ieee.org. This article has been accepted for publication in a future issue of this journal, but has not been fully edited. …

[BOOK] Natural language processing with Python [PDF] from openet.ru S Bird, E Klein… – 2009 – books.google.com Page 1. ~ Analyzing Text with the Natural Language Toolleit Natural Language Processmg W1th Python ///0 //W at & . ® I/l’ ‘ll ( Steven Biral, Ewan Klein é Ealwaral Loper Page 2. ~ A%1%*z%czl_;1:z%z’2¢’zg Text 21% »*z … Cited by 179 – Related articles – All 15 versions

[PDF] Impact of Responsive and Directive Adaptation on Local Dialog Processing [PDF] from open.ac.uk S Stoyanchev – 2011 – users.mct.open.ac.uk … NAACL HLT Demonstration Program, 2007 • Dialog Systems for Surveys: the Rate-a-Course System A. Stent, S. Stenchikova, and … ber 2006 • QASR: Spoken Answering Using Semantic Role Labeling. S. Stenchikova, D. Hakkani … Related articles – View as HTML – All 4 versions

Shallow Semantic Parsing of Persian Sentences [PDF] from um.ac.ir A Estaji – The 23rd pacific asia on language, information and …, 2009 – profdoc.um.ac.ir Page 1. Athens Institute for Education and Research PHILOLOGY, LITERATURE & LINGUISTICS ABSTRACT BOOK 3rd Annual International Conference on Philology, Literature & Linguistics 12 – 15 July 2010 Athens, Greece Edited by: Gregory T. Papanikos Page 2. …

Trainable English generation with modifier and adjunct ordering [PDF] from umi.com H Zhong – 2010 – gradworks.umi.com … In Proceedings of the Workshop on Empirical and Statistical Approaches for Spoken Dialogue Systems at AAAI, 2006. • H. Guo and H. Zhong. … NLG has many appealing applications, including dialog systems, automatic question answering, automatic summarization … Related articles

[BOOK] Flat but not shallow: towards flatter representations in deep semantic parsing for precise and feasible inferencing [PDF] from leidenuniv.nl HHGB Reckman – 2009 – openaccess.leidenuniv.nl … The project aims at the development of a natural language dialogue system that discloses personal narratives to facilitate patients (and … In the Question Answering track on the other hand, more linguistically informed methods, such as parsing and semantic role labeling are used … Related articles – Library Search – All 5 versions

Facilita: reading assistance for low-literacy readers [PDF] from googlecode.com WM Watanabe, AC Junior, VR Uzêda… – Proceedings of the 27th …, 2009 – dl.acm.org … Text Elaboration is already being studied, and will consist of methods that use named en- tity recognition to provide simplified definitions for entities, semantic role labeling for answering WH-questions, and au- tomatic discourse analysis for making connections explicit. … Cited by 20 – Related articles – All 8 versions

[PDF] A Hybrid Tree Framework for Semantic Parsing and Natural Language Generation [PDF] from nus.edu.sg L Wei – 2009 – wing.comp.nus.edu.sg … came dominant in NLP and have been successfully applied to various shallow semantic analysis tasks, such as semantic role labeling [GJ02] and word sense … indicative summarization [KMK01] and spoken dialogue systems [OR00]. 1.3 Thesis Contributions … Related articles – View as HTML – All 4 versions

[PDF] Electrical Engineering and Computer Science Department [PDF] from northwestern.edu E Tomai – 2009 – qrg.northwestern.edu … shallow, well defined phenomena such as parse trees, word sense disambiguation, entity recognition and semantic role labeling. This has been successful in creating clear evaluations for clear problems that focus the community and make for measurable progress. … Related articles – View as HTML – All 3 versions

Computational modeling of human language acquisition [PDF] from aclweb.org A Alishahi – Synthesis Lectures on Human Language …, 2010 – morganclaypool.com … Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer 2010 Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 Page 5. … Related articles – Library Search – All 16 versions

Learning to Rank for Information Retrieval and Natural Language Processing H Li – Synthesis Lectures on Human Language Technologies, 2011 – morganclaypool.com … Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer 2010 Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Page 5. iii Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 … Cited by 8 – Related articles – Library Search – All 2 versions

Automated grammatical error detection for language learners C Leacock, M Chodorow, M Gamon… – Synthesis lectures on …, 2010 – morganclaypool.com … Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer 2010 Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 … Cited by 15 – Related articles – Library Search – All 9 versions

Efficient prediction of relational structure and its application to natural language processing [PDF] from ed.ac.uk S Riedel – 2009 – era.lib.ed.ac.uk … language) can ever be useful for tasks such as the joint tackling of Parsing, Corefer- ence Resolution, Word Sense Disambiguation and Semantic Role Labeling [Domin- gos, 2008]. … derstanding module for Dialogue systems [Meza-Ruiz et al., 2008b,a]. … Related articles – All 4 versions

[PDF] ???????????????·????????????? [PDF] from kyoto-u.ac.jp ?????, ???… – ?????????, 2011 – plata.ar.media.kyoto-u.ac.jp … Spoken Dialogue System Based on Information Extraction and Presentation Using Similarity of Predicate Argument Structures Koichiro Yoshino,†1 Shinsuke Mori†1 and Tatsuya Kawahara †1 … ? 1 ????????? Fig. 1 Outline of the proposed dialogue system. … View as HTML

Discourse Processing M Stede – Synthesis Lectures on Human Language …, 2011 – morganclaypool.com … Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer 2010 Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 …

Cross-language information retrieval [PDF] from hkbu.edu.hk JY Nie – Synthesis Lectures on Human Language …, 2010 – morganclaypool.com … Data-Intensive Text Processing with MapReduce Jimmy Lin, Chris Dyer 2010 Semantic Role Labeling Martha Palmer, Daniel Gildea, Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen, Michael McTear 2010 Introduction … Cited by 11 – Related articles – Library Search – All 12 versions

[BOOK] Discourse Parsing M Stede – 2011 – books.google.com … Leacock, Martin Chodorow, Michael Gamon, and Joel Tetreault 2010 Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer 2010 Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen …

[PDF] Intrinsic and Extrinsic Approaches to Recognizing Textual Entailment [PDF] from uni-saarland.de DP der Philosophischen – 2011 – coli.uni-saarland.de … Each utterance in the interpreted version is actually implied or entailed by the utterances in the original conversation. Con- sequently, if we want to build a dialogue system, dealing with this kind of implication or entailment is one of the key challenges. Let alone there … Related articles – View as HTML – All 2 versions

[BOOK] Handbook of natural language processing and machine translation: DARPA global autonomous language exploitation J Olive – 2011 – books.google.com … was aimed. For dictation, WER above 10 percent is not acceptable, but for a dialogue system, a much higher rate can be tolerated as long as the system can enable a user to complete a specific task successfully. Initial studies … Cited by 3 – Related articles – Library Search – All 4 versions

Introduction to Arabic Natural Language Processing [PDF] from 128.220.117.40 NY Habash – Synthesis Lectures on Human Language …, 2010 – morganclaypool.com … Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer 2010 Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 … Cited by 33 – Related articles – Library Search – All 29 versions

Bitext Alignment J Tiedemann – Synthesis Lectures on Human Language …, 2011 – morganclaypool.com … Page 5. iii Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer 2010 Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 … Cited by 1 – Related articles – Library Search – All 2 versions

Data-intensive text processing with MapReduce [PDF] from aclweb.org J Lin… – Synthesis Lectures on Human Language …, 2010 – morganclaypool.com … Data-Intensive Text Processing with MapReduce Jimmy Lin and Chris Dyer 2010 Semantic Role Labeling Martha Palmer, Daniel Gildea, and Nianwen Xue 2010 Spoken Dialogue Systems Kristiina Jokinen and Michael McTear 2009 … Cited by 60 – Related articles – Library Search – All 34 versions

NICOLAS FLORES-HERR/STEFAN EICKELER/JAN NANDZIK/STEFAN PAAL I KONYA… – Internet Der Dienste, 2011 – books.google.com … Die Modellierung der Ontologie orientiert sich weitestgehend an semantischen Kon- zepten aus dem Bereich des „Semantic Role Labeling “. Als semantische Rolle wird dabei die Beziehung zwischen einer syntaktischen Konstituente und einem Prädikatverstanden. … Related articles