SemEval & Metaphors


See also:

Computational Metaphorics


[PDF] Semeval-2007 task 08: Metonymy resolution at semeval-2007 [PDF] from upenn.edu K Markert… – Proceedings of SemEval-2007, 2007 – acl.ldc.upenn.edu … In the SemEval corpus the reading distribution mirrored the actual distribution in the original corpus (BNC). Although realistic, this led to little training data for several phenomena. … 1997. Processing Metaphor and Metonymy. … Hunting elusive metaphors using lexical resources. … Cited by 24 – Related articles – View as HTML – All 34 versions

Task08: Metonymy Resolution at Semeval 2007 K Markert… – Proceedings of Semeval 2007. Prague, Czech Rep, 2007 – Citeseer … Abstract: We provide an overview of the metonymy resolution shared task organised within SemEval-2007. … 1. Citations. 858, Metaphors We Live by – Lakoff, Johnson – 1980. … 40, Transfers of meaning – Nunberg – 1995. 19, Processing metaphor and metonymy – Fass – 1997. … Cited by 4 – Related articles – Cached – All 2 versions

[PDF] Textual entailment as an evaluation framework for metaphor resolution: a proposal [PDF] from aclweb.org R Agerri, J Barnden, M Lee… – Proceedings of the 2008 …, 2008 – aclweb.org … 41-48. Goatly, A. (1997). The Language of Metaphors. Routledge. Page 7. Textual Entailment as an Evaluation Framework for Metaphor Resolution 363 Markert, K. and M. Nissim (2007, June). Semeval-2007: Metonymy resolution at semeval-2007. … Related articles – View as HTML – All 8 versions

[PDF] Metonymy resolution at semeval i: Guidelines for participants [PDF] from swarthmore.edu K Markert… – Proceedings of the ACL 2007 …, 2007 – nlp.cs.swarthmore.edu … Metonymic proper names: A corpus-based account. In A. Stefanowitsch and S. Gries, editors, Corpus-based Approaches to Metaphor and Metonymy, pages 152-174. … C Appendix C: SemEval Material and Directory Structure This zip archive is organised in the following way. … Cited by 7 – Related articles – View as HTML – All 2 versions

The hamburg metaphor database project: issues in resource creation [PDF] from berkeley.edu B Lönneker-Rodman – Language resources and evaluation, 2008 – Springer … In a metaphor database, the merit of lexical metaphors is thus not limited to providing access to conceptual mappings. … In Reining’s study, twelve metaphor candidates were confirmed as lexical metaphors without any doubt, one (ruine) remained slightly ambiguous. … Cited by 9 – Related articles – All 6 versions

[PDF] United we stand: improving sentiment analysis by joining machine learning and rule based methods [PDF] from ffzg.hr V Rentoumi, S Petrakis, M Klenner… – Proceedings of the …, 2010 – hnk.ffzg.hr … 1Two subsets were extracted from the AffectiveText cor- pus (SemEval 07′) and annotated with metaphors and ex- panded senses. They are available at: http://www.iit. demokritos.gr/˜vrentoumi/ corpus.zip 2expanded sense: a metaphorical extension/restriction of the word usage … Cited by 3 – Related articles – View as HTML – All 5 versions

[PDF] Sentiment analysis of figurative language using a word sense disambiguation approach [PDF] from aclweb.org V Rentoumi, G Giannakopoulos… – Proceedings of the …, 2009 – aclweb.org … tion results using the corpus of the Affective Text task of SemEval’07, are … We con- jecture that expanded senses and metaphors, being part of figurative language, can … We extracted headlines containing metaphor- ical and expanded expressions, using criteria inspired by Lakoff … Cited by 8 – Related articles – View as HTML – All 19 versions

A Collaborative System for Sentiment Analysis V Rentoumi, S Petrakis, V Karkaletsis… – … : Theories, Models and …, 2010 – Springer … 1 Subsets from the AffectiveText corpus (SemEval’07) and the MovieReviews sen- tence polarity dataset v1.0, annotated with metaphors and expanded senses: http://www.iit.demokritos.gr/~ vrentoumi/corpus.zip S. Konstantopoulos et al. (Eds.): SETN 2010, LNAI 6040, pp. … Related articles – All 3 versions

[CITATION] Sentiment analysis exploring metaphorical and idiomatic senses: A word sense disambiguation approach V Rentoumi, V Karkaletsis, G Vouros… – Proccedings of International …, 2008 Cited by 3 – Related articles – All 2 versions

[PDF] FUH (FernUniversität in Hagen): metonymy recognition using different kinds of context for a memory-based learner [PDF] from upenn.edu J Leveling – … on Semantic Evaluations, Prague. ACL-SemEval, 2007 – acl.ldc.upenn.edu … George Lakoff and Mark Johnson. 1980. Metaphors We Live By. Chicago University Press. … 2003. Corpus-based metonymy analysis. Metaphor and symbol, 18(3). Katja Markert and Malvina Nissim. 2007. Task 08: Metonymy resolution at SemEval-07. In Proc. … Cited by 3 – Related articles – View as HTML – All 32 versions

[PDF] Extraction of High-Level Semantically Rich Features from Natural Language Text [PDF] from ceur-ws.org D Bogdanova – ceur-ws.org … Another system for automatic metaphor identification is described in [22 … small seed set of annotated metaphorical expressions, the sys- tem is able to identify metaphors in a … The problem of fine-grained emotion annotation was defined at the SemEval 2007 task on “Affective Text … Related articles – View as HTML – All 2 versions

Applying a culture dependent emotion triggers database for text valence and emotion classification,” Procesamiento del lenguaje natural R Balahur… – 2008 – Citeseer … 26, A.: WordNet-Affect: an Affective Extension of WordNet – Strapparava, Valitutti – 2004. 25, Metaphor comprehension: a Computational Theory – Kintsch – 2000. … 13, SemEval-2007 Task 14: Affective Text – Strappava, Mihalcea – 2007. … Cached – All 2 versions

[PDF] Linguistic-based Sentiment Analysis: Problems, Lexical Resources and Evaluation [PDF] from mavir.net R Agerri – mavir2006.mavir.net … 1 Look for senses that are hyponyms of Person, as some metaphors are in the synsets already. 2 If a word contains different synsets that are hyponym of both Animal and Person, then we search for evaluative content about the metaphor. … Related articles – View as HTML – All 4 versions

[PDF] Nonparametric Bayesian word sense induction [PDF] from rug.nl X Yao… – ACL HLT 2011, 2011 – acl.eldoc.ub.rug.nl … Allocation (LDA), could be successfully em- ployed for this task, as compared to previous re- sults published for the WSI component of SemEval- 20071 (Agirre … In a Chinese restaurant franchise metaphor of the HDP, multiple restaurants (documents) share a set of dishes (senses … Related articles – View as HTML – All 13 versions

[PDF] Using Clustering Engine and Selectional Preference to Generate Targets in Conceptual Metonymies [PDF] from nju.edu.cn P Jin, B Li… – nlp.nju.edu.cn … [2] W. Croft, The Role of Domains in the Interpretation of Metaphors and Metonymies. … 49-90, 1991. [7] Z. Mason, A Computational Corpus-Based Metaphor Extraction System. … [10] K. Markert and M. Nissim, SemEval-2007 Task 08: Metonymy Resolution at SemEval-2007, Proc. … View as HTML

[HTML] Special Interest Group on Computational Semantics (SIGSEM) [HTML] from aclweb.org RBEPU Monolingual… – aclweb.org … 2420 [bib]: Eneko Agirre ; Oier Lopez de Lacalle ; Christiane Fellbaum ; Andrea Marchetti ; Antonio Toral ; Piek Vossen SemEval-2010 Task … Rodrigo Agerri ; John Barnden ; Mark Lee ; Alan Wallington Textual Entailment as an Evaluation Framework for Metaphor Resolution: A … Cached – All 3 versions

Topic models for word sense disambiguation and token-based idiom detection [PDF] from aclweb.org L Li, B Roth… – Proceedings of the 48th Annual Meeting of …, 2010 – dl.acm.org … Topic models have been previously consid- ered for metaphor extraction and estimating the frequency of metaphors (Klebanov et al., 2009; Bethard … The coarse-grained task is evaluated on the Semeval- 2007 Task-07 benchmark dataset released by Nav- igli et al. (2009). … Cited by 5 – Related articles – All 13 versions

Metonymies we live without M Brdar – Metonymy and metaphor in grammar, 2009 – books.google.com … The Language of Metaphors. London & New York: Routledge. … Gries, eds., Corpus-Based Approaches to Metaphor and Metonymy [Trends in Linguistics: Studies and Monographs 171], 152-174. … & 2007. Semeval-2007 task 08: Metonymy resolution at semeval-2007. … Cited by 4 – Related articles – All 4 versions

[PDF] Applying a culture dependent emotion triggers database for text valence and emotion classification [PDF] from sepln.org A Balahur… – Procesamiento del lenguaje natural, 2008 – sepln.org … Further on, we assign an emotion triggers a value of the 6 categories of emotion proposed for classification in the SemEval Task No. … Also, its author also proposed a computational method for metaphor comprehension (Kintsch, 2000) based on this cognitive model. … Cited by 21 – Related articles – View as HTML – All 17 versions

Sentence level emotion tagging [PDF] from dasdipankar.com D Das… – Affective Computing and Intelligent …, 2009 – ieeexplore.ieee.org … The emotion tags corresponding to maximum and next to maximum scores for a sentence in the SemEval 2007 corpus have been considered as probable gold standard emotion … Emotion analysis related to the effect of metaphors on emotion is the research area to be explored. … Cited by 4 – Related articles – All 5 versions

[CITATION] Sentence Level Emotion Tagging on Blog and News Corpora D Das… – Journal of Intelligent Systems, 2010 – De Gruyter Cited by 6 – Related articles – All 2 versions

UTDMet: Combining WordNet and corpus data for argument coercion detection [PDF] from mercubuana.ac.id K Roberts… – … of the 5th International Workshop on …, 2010 – dl.acm.org … 1980. Metaphors We Live By. University of Chicago Press. … 2009. SemEval-2010 Task 7: Argument Selection and Co- ercion. In Proceedings of the NAACL HLT Work- shop on Semantic Evaluations: Recent Achieve- ments and Future Directions, pages 88-93. … Related articles – All 18 versions

Combining collocations, lexical and encyclopedic knowledge for metonymy resolution [PDF] from aclweb.org V Nastase… – Proceedings of the 2009 Conference on …, 2009 – dl.acm.org … The method developed is applied to the metonymy resolution task from SemEval 2007. … The supervised approach to resolving metonymies was encouraged by the metonymy resolution task at the semantic evaluation exercise SemEval 2007 (Markert and Nissim, 2007). … Cited by 2 – Related articles – All 15 versions

[PDF] Scaling to billion-plus word corpora [PDF] from cicling.org J Pomikálek, P Rychlý… – Advances in Computational …, 2009 – pics.cicling.org … We evaluate the system on the data generated for the Affective Text task of SemEval 2007 and show that it compares favourably with the systems … Whereas Ahrens & Huang’s research with SUMO and metaphor has focused on specific domain metaphors [3, 4], thus … Cited by 8 – Related articles – View as HTML – All 13 versions

A hybrid system for named entity metonymy resolution [PDF] from xerox.com C Brun, M Ehrmann… – Human Language Technology. …, 2009 – Springer … In: Stefanowitsch, A., Gries, S. (eds.) Corpus-based approaches to Metaphor and Metonymy, pp. 152-174. Mouton de Gruyter, Berlin (2006) Page 13. 130 C. Brun, M. Ehrmann, and G. Jacquet 4. Markert, K., Nissim, M.: Semeval-2007 task 08: Metonymy resolution at semeval … Cited by 5 – Related articles – All 8 versions

[PDF] Knowledge Extraction and Integration using Automatic and Visual Methods [PDF] from planet-data.eu V Sabol, R Kern, B Kump, V Pammer… – planet-data.eu … 2011] metaphors empowering users to intuitively express and communicate facts and knowledge … initially be created as an empty “skeleton” of a chosen metaphor, where the … Using Grammatical Dependencies and Sentence Phrase Structure, in Proceedings of SemEval-2, pages … View as HTML

[PDF] Combining Approaches for Identifying Metonymy Classes of Named Locations [PDF] from fernuni-hagen.de S Hartrumpf… – pi7.fernuni-hagen.de … Metonymy • Typically, metonymy recognition experiments on English texts • Growing importance in research and applications: • SemEval I task at ACL 2007 (Markert and Nissim, 2007): recognition of metonymic location and organization names • Question Answering (Stallard … Related articles – View as HTML

[PDF] Analyzing Emotion in Blog and News at Word and Sentence Level [PDF] from dasdipankar.com D Das… – dasdipankar.com … The handling of metaphors and their impact in detecting sentence level emotion have not been studied in this work … 1. Carlo Strapparava, Rada Mihalcea.: SemEval-2007 Task 14: Affective Text.Proceedings of the 45th Aunual Meeting of Association for Computational linguistics … Related articles – View as HTML – All 2 versions

[HTML] Special Interest Group on the Lexicon (SIGLEX) [HTML] from aclweb.org RBEPU Monolingual… – aclweb.org … W09-2417 [bib]: Josef Ruppenhofer ; Caroline Sporleder ; Roser Morante ; Collin Baker ; Martha Palmer SemEval-2010 Task 10: Linking Events and Their Participants in Discourse; … Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007). … Cached – All 2 versions

Generating shifting sentiment for a conversational agent [PDF] from aclweb.org S Whitehead, L Cavedon – Proceedings of the NAACL HLT 2010 …, 2010 – dl.acm.org … Metaphors were a similar cause for error, eg “stepping stone”. Phrase and metaphor detection should improve our technique’s performance, especially since the OVVTs contain several phrases; however, these are known difficult challenges in themselves. … Cited by 1 – Related articles – All 8 versions

[PDF] Meaning Composition [PDF] from unitn.it G Lebani… – clic.cimec.unitn.it … hopped ? no activation Page 14. Predication by Kintsch (2001) • Evaluation • tasks that allow specific evaluation and comparison with experimental data • metaphor interpretation, causal inference, similarity judgments, homonym disambiguation 5 • Problems … Related articles – View as HTML – All 2 versions

[PDF] Semantic Computing and Language Knowledge Bases [PDF] from aclweb.org L Wang… – aclweb.org … role labeling, many evaluations have been conducted internationally, such as Senseval-3 and SemEval 2007, as … the above-mentioned problems: ? To overcome the limitedness of source domain words ? To recognize metaphors in web pages and build metaphor indexes … Related articles – View as HTML – All 6 versions

[PDF] Document Level Emotion Tagging: Machine Learning and Resource Based Approach [PDF] from dasdipankar.com D Das… – Computación y Sistemas, 2011 – dasdipankar.com … The features along with the bag-of-words model give 90.2% accuracy. UPAR7 [3], a rule-based system uses a combination of WordNet Affect [35] and SentiWordNet [17], which were semi- automatically enriched with the original trial data provided during the Semeval task [34]. … View as HTML

[HTML] Reader perspective emotion analysis in text through ensemble based multi-label classification framework [HTML] from mendeley.com PK Bhowmick, A Basu… – Computer and Information Science, 2009 – mendeley.com … Language and emotion concepts. In Metaphor and Emotion: Language, Culture, and Body in Human Feeling. … UA-ZBSA: A headline emotion classification through web information. In Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007). … Cited by 6 – Related articles – Cached – All 6 versions

[PDF] Sentiment Analysis where AI meets Psychology (SAAIP) [PDF] from rug.nl SL Hotel – 2011 – acl.eldoc.ub.rug.nl … There have been an increasing number of efforts in shared tasks such as SemEval 2007 Task# 14: Affective Text, TAC 2008 … and 2011 and workshops such as “Sentiment and Subjectivity in Text” in COLING-ACL 2006,”Sentiment Analysis-Emotion, Metaphor, Ontology and … View as HTML

[PDF] Computational Approaches to Figurative Language [PDF] from berkeley.edu B Loenneker-Rodman… – Cambridge Encyclopedia …, 2010 – icsi.berkeley.edu … Finally, Markert and Nissim (2007) report on the SemEval-2007 competition on metonymy resolution, with five participants in the country name task. … A primary tenet of conceptual metaphor theory is that metaphors are matter of thought and not merely of language: hence, the … Cited by 1 – Related articles – View as HTML

[HTML] Proceedings of SSST, NAACL-HLT 2007/AMTA Workshop on Syntax and Structure in Statistical Translation [HTML] from ntu.edu.tw SB Binarization… – speech.ee.ntu.edu.tw … W07-0102 [bib]: Astrid Reining; Birte Lneker-Rodman Corpus-driven Metaphor Harvesting. W07-0103 [bib]: Saisuresh Krishnakumaran; Xiaojin Zhu Hunting Elusive Metaphors Using Lexical … of the Fourth International Workshop on Semantic Evaluations (SemEval-2007). … Cached – All 6 versions

[HTML] Proceedings of SRSL 2009, the 2nd Workshop on Semantic Representation of Spoken Language [HTML] from aclweb.org OD Memory – aclweb.org … 2001 [bib]: Beata Beigman Klebanov; Eyal Beigman; Daniel Diermeier Discourse Topics and Metaphors. … Vicky Tzuyin Lai; James H. Martin Topic Model Analysis of Metaphor Frequency for … Recasens; Toni Martí; Mariona Taulé; Lluís Màrquez; Emili Sapena SemEval-2010 Task 1 … Cached – All 5 versions

Automatic interpretation of loosely encoded input J Fan, K Barker… – Artificial Intelligence, 2009 – Elsevier Cited by 1 – Related articles – All 2 versions

Polysemy in verbs: systematic relations between senses and their effect on annotation [PDF] from uni-stuttgart.de A Rumshisky… – Proceedings of the Workshop on Human …, 2008 – dl.acm.org … 3Sense inventories released for the 65 verbs made avail- able for SemEval-2007. sentences for each verb. … The derived sense may be related to the primary sense through metaphor, and this often results in the for- mer taking on a semantically less specific interpreta- tion. … Cited by 7 – Related articles – All 18 versions

[PDF] Sentiment and Subjectivity Analysis [PDF] from uaic.ro A Andreevskaia… – eurolan.info.uaic.ro … Ortony’s salience-imbalance theory (Ortony, 1979) – defines metaphors in terms of particular relationships between topic and vehicle Page 13. … edu/liub/FBS/FBS.html SemEval-07 Task 14 dataset Headlines Sentiment -100 to +100 polarity scale, 6 basic emotions … Related articles – View as HTML

Integrating Sense Discrimination in a Semantic Information Retrieval System [PDF] from uottawa.ca P Basile, A Caputo… – Information Retrieval and Mining in …, 2011 – Springer … Therefore, the main feature of the geometric metaphor of meaning is not that meanings can be represented as locations in a semantic space, but rather … Regarding the evaluation of WSD systems in the context of IR, it is important to cite SemEval-2007 task 1 [3]. This task is an … Related articles – All 2 versions

[PDF] On Lexical Ambiguity [PDF] from unideb.hu Á Tóth – Ambiguity – hungram.unideb.hu … Consider this: The notion that words have a meaning – what Lakoff and Johnson (1980) call the “container metaphor” – is now hard to maintain. … Bibliography 2009. “Semeval-2”. Retrieved 31 Aug. 2009 from … 1980. Metaphors we live by. Chicago, IL: University of Chicago Press. … Related articles – View as HTML – All 2 versions

Data and models for metonymy resolution K Markert… – Language resources and evaluation, 2009 – Springer … is from the Berkeley Master Metaphor list (http://cogsci.berkeley.edu/lakoff/). 2 This and all following examples in this paper are from the British National Corpus (BNC) (Burnard 1995). An exception is Ex. 22. 124 K. Markert, M. Nissim 123 Page 3. The SemEval-2007 task set-up … Cited by 5 – Related articles – All 4 versions

Analysis and tracking of emotions in english and bengali texts: a computational approach [PDF] from www2011india.com D Das – Proceedings of the 20th international conference …, 2011 – dl.acm.org … One is the SemEval 2007 affect sensing corpus [15] which is a sentence level emotion annotated corpus containing only the news headlines. … Emotion analysis related to the effect of metaphors (especially in blogs) is another research area to be explored in future. … Related articles – All 6 versions

[BOOK] Intelligent information access G Armano – 2010 – books.google.com … a Socially Intelligent Agent, Berardina De Carolis, Irene Mazzotta and Nicole Novielli emphasize the role of Embodied Conversational Agents (ECAs) as a natural interaction metaphor for personalized … The authors describe the “A?ective Text” task, presented at SEMEVAL-2007. … Cited by 2 – Related articles – Library Search – All 2 versions

A uniform approach to analogies, synonyms, antonyms, and associations [PDF] from nrc-cnrc.gc.ca P Turney – 2010 – nparc.cisti-icist.nrc-cnrc.gc.ca … One of the tasks in SemEval 2007 was the clas- sification of semantic relations between nominals (Girju et al., 2007 … in- clude any task that involves semantic relations, such as word sense disambiguation, information retrieval, information extraction, and metaphor in- terpretation. … Cited by 61 – Related articles – All 25 versions

Acquiring applicable common sense knowledge from the Web [PDF] from psu.edu HA Schwartz… – … of the Workshop on Unsupervised and …, 2009 – dl.acm.org … queried the web with patterns like that of Hearst’s work (Hearst, 1992). The SemEval task was to choose or clas- sify relationships, rather than acquire and apply rela- tionships. … Fictional works and metaphors also pro- vided uncommon relationships dispersed within the results. … Cited by 4 – Related articles – All 19 versions

Metonymy-induced polysemy and the role of suffixation in its resolution in some Slavic languages M Brdar – Annual Review of Cognitive Linguistics, 2009 – ingentaconnect.com … We assume that just the opposite is the case with metaphors. The more distant the two domains linked by a metaphor in conceptual terms, the heavier forms of signalling figurative meaning may be expected. 4. Metonymy-induced polysemy in a cross-linguistic perspective … Related articles – All 5 versions

The latent relation mapping engine: Algorithm and experiments [PDF] from arxiv.org PD Turney – Journal of Artificial Intelligence Research, 2008 – aaai.org … In Section 7.2, we evaluate LRME on science analogies and common metaphors, which supports the … from Chapter 8 of Holyoak and Thagard (1995), and ten common metaphor problems, derived … was in the context of our work on building the datasets for SemEval 2007 Task 4 … Cited by 23 – Related articles – All 18 versions

[PDF] A Linguistic Resource for Semantic Parsing of Motion Events [PDF] from lrec-conf.org K Roberts, S Gullapalli, CA Bejan… – lrec-conf.org … If we were interested in detecting the use of metaphor, we would limit our definition of literal motion to physical motion … FE Boundary Precision (F1-measure) 79.80 FE Classification (Accuracy) 88.93 Table 6: (Bejan and Hathaway, 2007) scores for the SEMEVAL-2007 FrameNet … Related articles – View as HTML – All 9 versions

[PDF] Practical queries of a massive n-gram database [PDF] from mercubuana.ac.id T Hawker, M Gardiner… – Proceedings of the …, 2007 – sia.mercubuana.ac.id … In this metaphor, taking each desired needle individually and trying to find matches in the enormous haystack is clearly an insurmountable … In Proceedings of the Fourth International Workshop on the Evaluation of Systems for the Semantic Analysis of Text (SemEval-07), pages … Cited by 11 – Related articles – View as HTML – All 22 versions

[PDF] Identifying Emotional Expressions, Intensities and Sentence level Emotion Tags using a Supervised Framework [PDF] from dasdipankar.com D Das… – 2010 – dasdipankar.com … Affective text shared task on news headlines at SemEval 2007 for emotion and valence level identification (Strapparava and Mihalcea, 2007) has drawn the … recall, the loss in precision has occurred due to the frequent use of metaphoric words in blogs as the metaphors are hard … Related articles – View as HTML – All 2 versions

[PDF] ????????? [PDF] from google.com ??, ???… – ?????????????? (2007- …, 2009 – sites.google.com … 1 ??:http://nlp.cs.swarthmore.edu/semeval/tasks/task08/summary.shtml? Page 3. … ???? [1] Fass, D., met*: A Method for Discriminating Metonymy and Metaphor by Computer … [2] Lakoff, G. Johnson, Mark. Metaphors We Live By [M]. Chicago: University of Chicago Press, 1980 … Related articles – View as HTML – All 2 versions

[DOC] Semi-Automatic Dictionary Drafting [DOC] from sketchengine.co.uk A Kilgarriff… – A Way with Words: Recent Advances …, 2010 – trac.sketchengine.co.uk … The metaphor takes the pair and gives them roles in the central struggle of the artist’s life. … It remains painfully intractable, with all systems in the SENSEVAL and SEMEVAL competitions making errors in over a quarter of cases. … Cited by 1 – Related articles – View as HTML

[PDF] Translation Shifts and Frame-Semantic Mismatches: A Corpus Analysis [PDF] from nlpado.de S Padó… – nlpado.de … of a metaphor or multi-word expression. This also means that annotators have to be trained extensively on a range of lexical items before being able to annotate data in “production mode” quality. An alternative strategy that would simplify the treatment of metaphors and multi … Cited by 1 – Related articles – View as HTML

Word to sentence level emotion tagging for Bengali blogs [PDF] from aclweb.org D Das… – Proceedings of the ACL-IJCNLP 2009 …, 2009 – dl.acm.org … The handling of negative words and metaphors and their impact in detecting sentence level emotion along with document level analysis are the future areas to be explored. … Carlo Strapparava, Rada Mihalcea .2007. SemEval- 2007 Task 14: Affective Text. … Cited by 10 – Related articles – All 14 versions

[PDF] Toward Improving the Automated Classification of Metonymy in Text Corpora [PDF] from rochester.edu FMO Ferraro – 2011 – urresearch.rochester.edu … The organizers of the SemEval 2007 task on metonymy recognition and classification (Markert and Nissim 2007) were experienced with metonymy … This concern has not escaped other researchers and reviewers: due to the fact that metonymy (and metaphor) are very prevalent … Related articles – View as HTML – All 3 versions

Semantic distance measures with distributional profiles of coarse-grained concepts [PDF] from umd.edu G Hirst… – Modeling, Learning, and Processing of Text …, 2008 – Springer … The metaphor of semantic distance implies that the measure of relatedness of two words is a continuous function with metric … using the measures in word sense disambiguation with an unsupervised naive Bayes classifier, we achieved respectable results in SemEval 2007 [23]. … Related articles – All 4 versions

[PDF] Classifying emotion in news sentences: When machine classification meets human classification [PDF] from psu.edu PK Bhowmick, A Basu… – International Journal on Computer …, 2010 – Citeseer … UPAR7 [13] is a linguistic rule-based approach towards emotion classification. The system performs emotion analysis on news headline data provided in SemEval-2007 Task 14. … In: Metaphor and Emotion: Language, Culture, and Body in Human Feeling. … Cited by 4 – Related articles – View as HTML – All 7 versions

Learning Textual Graph Patterns to Detect Causal Event Relations [PDF] from washington.edu B Rink, C Bejan… – Proceedings of the 23rd Florida Artificial …, 2010 – aaai.org … Girju, R.; Nakov, P.; Nastase, V.; Szpakowicz, S.; Turney, P.; and Yuret, D. 2007. SemEval-2007 task 04: classification of semantic relations between nominals. In SemEval07. … Narayanan, S. 1997. KARMA: Knowledge-based Action Represen- tations for Metaphor and Aspect. … Cited by 5 – Related articles – All 5 versions

[PDF] Résolution de Métonymie des Entités Nommées: proposition d’une méthode hybride [PDF] from atala.org C Brun, M Ehrmann… – atala.org … Dans cet article, nous décrivons la méthode que nous avons développée pour la résolution de métonymie des en- tités nommées dans le cadre de la compétition SemEval 2007. … À la suite de ce rapide état de l’art, il est temps de présenter la campagne SemEval. … Related articles – View as HTML – All 5 versions

Introducing serendipity in a content-based recommender system L Iaquinta, M de Gemmis, P Lops… – … Systems, 2008. HIS …, 2008 – ieeexplore.ieee.org … recommender, the appropriate metaphor in a real-world situation could be one of a person going for shopping or visiting a museum who, while walking around seeking nothing in particular … of 4th ACL 2007 International Worshop on Semantic Evaluations (SemEval-2007), 2007. … Cited by 10 – Related articles – All 4 versions

A vector space model for subjectivity classification in Urdu aided by co-training [PDF] from 59.108.48.12 S Mukund… – … of the 23rd International Conference on …, 2010 – dl.acm.org … dust in others eyes never realize that it is their eyes that are filled with dirt.] The above example is a metaphor indicating extreme … In this work, an Urdu specific emotion list is generated that contains transla- tions from the English emotion list released by SemEval (2007) ‘Word et … Cited by 1 – Related articles – All 8 versions

[PDF] Statistical Modeling of Multiword Expressions [PDF] from mu.oz.au SN Kim – 2008 – ww2.cs.mu.oz.au … 222 A Abbreviations 241 B Semantic Relations from SemEval-2007 243 C Results from SemEval-2007 244 D Results of all Experiments to Model the Compositionality of English Verb-Particle Constructions 246 Page 10. List of Figures … Cited by 5 – Related articles – View as HTML – All 6 versions

A knowledge based approach for capturing rich semantic representations from text for intelligent systems [PDF] from planetpuri.com PZ Yeh, CA Puri… – International Journal of Advanced …, 2010 – Inderscience … We are currently investigating whether euphemisms and metaphors can be handled in a scalable manner through the use of … entropy approach to word sense disambiguation’, Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval- 2007), Prague … Related articles – All 7 versions

[PDF] Discerning Emotions of Bloggers based on Topics-a Supervised Coreference Approach in Bengali [PDF] from aclweb.org D Das… – aclweb.org … Affective text shared task on news headlines at SemEval 2007 for emotion and valence level identification [20] has drawn the focus to this field. … The handling of metaphors and their impact in detecting sentence level emotion is not considered. … Related articles – View as HTML – All 6 versions

Mirroring your web presence [PDF] from emory.edu M Bylund, J Karlgren, F Olsson… – Proceeding of the 2008 …, 2008 – dl.acm.org … The use of the mirror metaphor in similar contexts for similar purposes is not new. … Valence annotation based on seeds in word space. In Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval-2007), Prague, Czech Republic. [15] Westin, A. 1970. … Cited by 4 – Related articles – All 6 versions

[PDF] The JUMP project: domain ontologies and linguistic knowledge@ work [PDF] from rwth-aachen.de P Basile, M De Gemmis… – SEMANTIC WEB …, 2007 – informatik.rwth-aachen.de … Oriented Architecture per- spective so that the framework has the ability to seamlessly add information sources or peripheral systems, each one based on different technologies, pro- gramming languages and knowledge representation metaphors. … In SemEval-2007: 4th Int. … Cited by 1 – Related articles – View as HTML – All 9 versions

[PDF] Robust Text Analysis: an Overview [PDF] from psu.edu A Ballim, V Pallotta… – Swiss Federal Institute of Technology, …, 1999 – Citeseer … Wizard of OZ” test (see [SJ98]). Based on the metaphor of the Turing Test, in the case of dialogue systems, a series of experiments is performed where the user is faced with a computer interface. The query- answering NLP system … Cited by 3 – Related articles – View as HTML – All 2 versions

[HTML] Archives Séminaire doctoral de Sciences du langage 2008 2009 [HTML] from free.fr L Archives III… – colette.noyau.free.fr … In addition, I will also briefly mention some other algorithms for metonymy resolution, which were developed within the shared task evaluation campaign on metonymy resolution, which we organised at SemEval 2007. … Metonymy? Metaphor? … Related articles – Cached

[BOOK] Dependency-based Semantic Analysis of Natural-language Text [PDF] from lth.se R Johansson – 2008 – df.lth.se … In Proceedings of SemEval-2007, Prague, Czech Republic. … If we assume that the sentence is intended to be read completely literally, without metaphors or irony, a … The set of core arguments allowed by a predicate is called its semantic valency, using a metaphor from chemistry … Cited by 9 – Related articles – View as HTML – Library Search – All 4 versions

Prepositions in applications: A survey and introduction to the special issue [PDF] from aclweb.org T Baldwin, V Kordoni… – Computational Linguistics, 2009 – MIT Press … To date, the primary application of the Preposition Project has been in a SemEval 2007 task on the word sense disambiguation of … Noteworthy elements of PrepNet are that it attempts to capture selectional constraints, metaphor- ical sense extension, and complex arguments. … Cited by 11 – Related articles – All 18 versions

The CoNLL-2009 shared task: Syntactic and semantic dependencies in multiple languages [PDF] from brandeis.edu J Hajic, M Ciaramita, R Johansson… – Proceedings of the …, 2009 – dl.acm.org Page 1. Proceedings of the Thirteenth Conference on Computational Natural Language Learning (CoNLL): Shared Task, pages 1-18, Boulder, Colorado, June 2009. cO2009 Association for Computational Linguistics The CoNLL-2009 Shared Task: … Cited by 104 – Related articles – All 28 versions

[PDF] FORMAL GRAMMAR AND SEMANTICS OF CONTROLLED LATVIAN LANGUAGE [PDF] from ailab.lv N GRUZITIS – valoda.ailab.lv Page 1. UNIVERSITY OF LATVIA I nstituteof M athematicsand C omputer S cience NORMUNDS GRUZITIS FORMAL GRAMMAR AND SEMANTICS OF CONTROLLED LATVIAN LANGUAGE Summary of Doctoral Thesis in Computer Science Riga 2010 Page 2. 2 … Related articles – View as HTML

[PDF] Can a recommender system induce serendipitous encounters [PDF] from intechopen.com L Iaquinta, M de Gemmis, P Lops, G Semeraro… – E-Commerce – intechopen.com … To accomplish the goal of implementing a serendipity-inducing module for a content-based recommender, the appropriate metaphor in a real … for Word Sense Disambiguation, Proceedings of the 4th ACL 2007 International Worshop on Semantic Evaluations (SemEval-2007), pp … Cited by 2 – Related articles – View as HTML

Exploiting semantic role resources for preposition disambiguation [PDF] from mercubuana.ac.id T O’Hara… – Computational Linguistics, 2009 – MIT Press … object has-high-intensity .018 intensifier for property or characteristic has-high-level .017 implication of activity (eg, intelligence) is-antonym-of .016 generally used for lexical opposition is-conceptual-part-of .015 parts of other entities (eg, case relations) has-metaphor .014 non … Cited by 7 – Related articles – All 21 versions

Resources for Research on Analogy: A Multi-disciplinary Guide [PDF] from uwindsor.ca M Guarini, A Butchart, PS Smith… – Informal Logic, 2009 – celt.uwindsor.ca … While this work does not purport to be a reference work on metaphors or models, there are reasons to include some work on these subjects. First, many have taken analogies to be in some way related to metaphor or models. … Cited by 1 – Related articles – All 8 versions

Report of the study group on assessment and evaluation [PDF] from arxiv.org R Crouch, R Gaizauskas… – Arxiv preprint cmp-lg/9601003, 1996 – arxiv.org Page 1. arXiv:cmp-lg/9601003v1 18 Jan 1996 Report of the Study Group on Assessment and Evaluation April 1995 Edited by Richard Crouch Robert Gaizauskas SRI International Dept. Computer Science Cambridge Research Centre University of Sheffield … Cited by 14 – Related articles – All 6 versions

[PS] Interim report of the study group on assessment and evaluation [PS] from uni-sb.de R Crouch, R Gaizauskas… – EAGLES, Draft report, 1995 – lt-ftp.dfki.uni-sb.de Page 1. Interim Report of the Study Group on Assessment and Evaluation April 1995 Edited by Richard Crouch Robert Gaizauskas SRI International Dept. Computer Science Cambridge Research Centre University of She eld 23 Millers Yard, Mill Lane … Cited by 7 – Related articles – View as HTML – All 5 versions

[PDF] Verbal polysemy resolution through contextualized clustering of arguments [PDF] from brandeis.edu AA Rumshisky – 2009 – pages.cs.brandeis.edu … gorithm’s performance. Relative to the baselines, we outperform the best systems in the recent SEMEVAL sense induction task (Agirre et al., 2007) on two out of three measures. … 80 5.4.4 Metaphor and metonymy . . . . . … Related articles – View as HTML – Library Search – All 5 versions

[PDF] Interim Report of the Study Group on Assessment and Evaluation April 199X [PDF] from uni-saarland.de R Crouch, R Gaizauskas, K Netter… – coli.uni-saarland.de Page 1. Interim Report of the Study Group on Assessment and Evaluation April 199X Edited by Richard Crouch Robert Gaizauskas SRI International Dept. Computer Science Cambridge Research Centre University of Sheffield 23 Millers Yard, Mill Lane … Related articles – View as HTML

Lexicon-based methods for sentiment analysis [HTML] from mendeley.com M Taboada, J Brooke, M Tofiloski, K Voll… – Computational …, 2011 – MIT Press … to complicate and complication, respectively. We find that grammatical metaphor (Halliday 1985), that is, the use of a noun to refer to an action, adds a more negative connotation to negative words. All nouns and verbs encountered … Cited by 15 – Related articles – All 17 versions

[PDF] Uso de PLN en otras disciplinas [PDF] from ujaen.es G Boleda – Actas de las ponencias – ararat.ujaen.es Page 67. Uso de PLN en otras disciplinas Gemma Boleda Universidad Politécnica de Cataluña ” Human knowledge is expressed in language. So computationallin guistics is very important.”(Mark Steedman, 2008, On becoming … View as HTML – All 6 versions

[BOOK] Building and Evaluating Domain Ontologies: NLP Contributions G Grigonyte – 2010 – books.google.com Page 1. ilding and Evaluating Domain Ontologies: NLP Contributions O Gintare Grigonyte Page 2. Gintar?e Grigonyt?e Building and Evaluating Domain Ontologies: NLP Contributions Logos Verlag Berlin ????? Page 3. Bibliografische … Cited by 1 – Related articles – Library Search

Content-based recommender systems: State of the art and trends P Lops, M Gemmis… – Recommender Systems Handbook, 2011 – Springer Page 1. Chapter 3 Content-based Recommender Systems: State of the Art and Trends Pasquale Lops, Marco de Gemmis and Giovanni Semeraro Abstract Recommender systems have the effect of guiding users in a personal … Cited by 6 – Related articles – All 5 versions

[PDF] Cross-cutting Models of Distributional Lexical Semantics [PDF] from utexas.edu JS Reisinger – 2010 – cs.utexas.edu Page 1. Cross-cutting Models of Distributional Lexical Semantics Joseph S. Reisinger¦ The University of Texas at Austin joeraii@cs.utexas.edu Doctoral Dissertation Proposal Supervising Professor: Raymond J. Mooney June 17, 2010 Abstract … Related articles – View as HTML – All 3 versions

Challenges in Document Mining (Dagstuhl Seminar 11171)}} [PDF] from dagstuhl.de H Cunningham, N Fuhr, BM Stein… – Dagstuhl …, 2011 – drops.dagstuhl.de Page 1. Report from Dagstuhl Seminar 11171 Challenges in Document Mining Edited by Hamish Cunningham1, Norbert Fuhr2, and Benno Stein3 1 University of Sheffield, UK, gate.ac.uk/hamish 2 Universität Duisburg-Essen … Related articles – All 3 versions

[PDF] Challenges in Document Mining [PDF] from uni-weimar.de H Cunningham, N Fuhr… – uni-weimar.de Page 1. Report from Dagstuhl Seminar 11171 Challenges in Document Mining Edited by Hamish Cunningham1, Norbert Fuhr2, and Benno Stein3 1 University of Sheffield, UK, gate.ac.uk/hamish 2 Universität Duisburg-Essen … Related articles – View as HTML

Identificación automática del contenido afectivo de un texto y su papel en la presentación de información [PDF] from ucm.es V Francisco Gilmartín – 2009 – eprints.ucm.es … Proyectos “Galante: Generación de lenguaje natural para textos con emociones” del Ministerio de Educación y Ciencia (TIN2006-14433- C02-01) y proyecto “Javy Forest: Application of Metaphor and Blend- ing in game environments” del Ministerio de Ciencia y Tecnologia, en … Related articles – All 7 versions

Annotating opinion-evaluation of blogs: the Blogoscopy corpus B Daille, E Dubreil, L Monceaux… – Language Resources and … – Springer … Page 2. specialised sessions in the main NLP conferences such as ACL, as well as workshops such as EMOT 2008, EMOTION 2010 and evaluation campaigns of sentiment analysis systems such as SemEval 2007 for English or DEFT 2007, 2009 for French. … Related articles

Linguistic Annotation [PDF] from mayo.edu M Palmer… – The Handbook of Computational …, 2010 – Wiley Online Library Page 1. “9781405155816_4_010” – 2010/5/8 – 11:55 – page 238 – #1 10 Linguistic Annotation MARTHA PALMER AND NIANWEN XUE 1 Introduction The recent availability of linguistically annotated electronic text has … Cited by 3 – Related articles – All 2 versions

MARTHA PALMER N XUE – The Handbook of Computational Linguistics and …, 2010 – books.google.com Page 265. 10 Linguistic Annotation MARTHA PALMER AND NIANWEN XUE 1 Introduction The recent availability of linguistically annotated electronic text has revolution- ized the fields of natural language processing and machine translation. …

10 Linguistic Annotation M PALMER… – The Handbook of Computational …, 2010 – books.google.com Page 264. “9781405155816_4_010”-2010/5/8-11: 55-page 238-# 1 10 Linguistic Annotation MARTHA PALMER AND NIANWEN XUE 1 Introduction The recent availability of linguistically annotated electronic text has revolution …

[PDF] Pharmacovigilance: Exploring Data Sources with Machine Learning and Visualization Techniques [PDF] from uiuc.edu B Chee – beespace.cs.uiuc.edu … Wise (1999) explores the theoretical and technical aspects of the “science of text visualization” using an ecological metaphor framing the visualization of relating documents to their environment (other documents or field). Visualizations produced … Related articles – View as HTML – All 2 versions

[PDF] Exploring Machine Learning and Visualization Techniques on Patient Derived Data to Classify Drug Safety [PDF] from uiuc.edu B Chee – beespace.cs.uiuc.edu … Wise (1999) explores the theoretical and technical aspects of the “science of text visualization” using an ecological metaphor framing the visualization of relating documents to their environment (other documents or field). Visualizations produced … Related articles – View as HTML

[PDF] Exploring Machine Learning and Visualization Techniques Using Patient Interactions in Online Health Forums to Classify Drug Safety [PDF] from uiuc.edu B Chee – beespace.cs.uiuc.edu … Wise (1999) explores the theoretical and technical aspects of the “science of text visualization” using an ecological metaphor framing the visualization of relating documents to their environment (other documents or field). Visualizations produced … Related articles – View as HTML – All 2 versions

[PDF] A Knowledge–Based Architecture for using Semantics in Automatic Speech Recognition [PDF] from cmu.edu BE Lambert, SE Fahlman, B Raj, R Rosenfeld… – mlsp.cs.cmu.edu Page 1. 1 A Knowledge–Based Architecture for using Semantics in Automatic Speech Recognition By Benjamin E. Lambert Ph.D. Thesis Proposal Committee: Scott E. Fahlman (chair) Bhiksha Raj Roni Rosenfeld Candy Sidner (Worcester Polytechnic Institute) Page 2. 2 … Related articles – View as HTML – All 3 versions

[PDF] Ontology Learning for Portuguese [PDF] from uc.pt HG Oliveira – 2009 – eden.dei.uc.pt Page 1. Thesis Proposal Doctoral Program in Information Sciences and Technologies Artificial Intelligence Ontology Learning for Portuguese Hugo Gonçalo Oliveira Thesis Advisor Paulo Jorge de Sousa Gomes Department of Informatics Engineering … Related articles – View as HTML – All 3 versions

El aprendizaje semisupervisado como superación en precisión del aprendizaje supervisado en Desambiguación del Sentido de las Palabras [TXT] from uah.es R Sánchez de Madariaga – 2008 – dspace.uah.es 1 Capítulo 1. Introducción Una de las principales barreras que tienen que superar los sistemas de Procesamiento de Lenguaje Natural (PLN) es la que han impuesto las propias barreras geográficas entre los países, con numerosos idiomas o lenguajes naturales diferentes. … All 7 versions