📰 EMNLP 2012 — accepted papers

EMNLP 2012 is the 2012 edition of the Conference on Empirical Methods in Natural Language Processing (EMNLP), held in Jeju Island, Korea, July 2012 (publisher: Association for Computational Linguistics). The ACL Anthology lists 139 papers of it; our library holds 11 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Awards

As the ACL Anthology records them.

1. Open Language Learning for Information ExtractionMausam, Michael Schmitz, Stephen Soderland et al. · 🏆 ACL 2022 10-Year Test of Time

All accepted papers (139)

The most cited first; 11 with our summary link to their page here, the others to the original.

1. A Bayesian Model for Learning SCFGs with Discontiguous RulesAbby Levenberg, Chris Dyer, Phil Blunsom
2. A Beam-Search Decoder for Grammatical Error CorrectionDaniel Dahlmeier, Hwee Tou Ng
3. A Coherence Model Based on Syntactic PatternsAnnie Louis, Ani Nenkova
4. A Comparison of Vector-based Representations for Semantic CompositionWilliam Blacoe, Mirella Lapataour summary
5. A Discriminative Model for Query Spelling Correction with Latent Structural SVMHuizhong Duan, Yanen Li, ChengXiang Zhai et al.
6. A New Minimally-Supervised Framework for Domain Word Sense DisambiguationStefano Faralli, Roberto Navigli
7. A Novel Discriminative Framework for Sentence-Level Discourse AnalysisShafiq Joty, Giuseppe Carenini, Raymond Ng
8. A Phrase-Discovering Topic Model Using Hierarchical Pitman-Yor ProcessesRobert Lindsey, William Headden, Michael Stipicevic
9. A Sequence Labelling Approach to Quote AttributionTimothy O'Keefe, Silvia Pareti, James R. Curran et al.
10. A Statistical Relational Learning Approach to Identifying Evidence Based Medicine CategoriesMathias Verbeke, Vincent Van Asch, Roser Morante et al.
11. A Systematic Comparison of Phrase Table Pruning TechniquesRichard Zens, Daisy Stanton, Peng Xu
12. A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency ParsingBernd Bohnet, Joakim Nivreour summary
13. A Unified Approach to Transliteration-based Text Input with Online Spelling CorrectionHisami Suzuki, Jianfeng Gao
14. A Weakly Supervised Model for Sentence-Level Semantic Orientation Analysis with Multiple ExpertsLizhen Qu, Rainer Gemulla, Gerhard Weikum
15. Active Learning for Imbalanced Sentiment ClassificationShoushan Li, Shengfeng Ju, Guodong Zhou et al.
16. Aligning Predicates across Monolingual Comparable Texts using Graph-based ClusteringMichael Roth, Anette Frank
17. An Empirical Investigation of Statistical Significance in NLPTaylor Berg-Kirkpatrick, David Burkett, Dan Klein
18. An Entity-Topic Model for Entity LinkingXianpei Han, Le Sun
19. An “AI readability” Formula for French as a Foreign LanguageThomas François, Cédrick Faironour summary
20. Answering Opinion Questions on Products by Exploiting Hierarchical Organization of Consumer ReviewsJianxing Yu, Zheng-Jun Zha, Tat-Seng Chua
21. Assessment of ESL Learners' Syntactic Competence Based on Similarity MeasuresSu-Youn Yoon, Suma Bhat
22. Automatically Constructing a Normalisation Dictionary for MicroblogsBo Han, Paul Cook, Timothy Baldwin
23. Besting the Quiz Master: Crowdsourcing Incremental Classification GamesJordan Boyd-Graber, Brianna Satinoff, He He et al.
24. Biased Representation Learning for Domain AdaptationFei Huang, Alexander Yates
25. Bilingual Lexicon Extraction from Comparable Corpora Using Label PropagationAkihiro Tamura, Taro Watanabe, Eiichiro Sumita

See all 139 papers in EMNLP 2012 — accepted papers →

📄 Papers with our summary in our library (11)

The most cited first (OpenAlex citations plus our library's).

1. Semantic Compositionality through Recursive Matrix-Vector SpacesConference on Empirical Methods in Natural Language Processing (EMNLP)Richard Socher, Brody Huval, Christopher D. Manning, et al.2012 · 1,571 citations
2. PATTY: A Taxonomy of Relational Patterns with Semantic TypesConference on Empirical Methods in Natural Language Processing (EMNLP)Ndapandula Nakashole, Gerhard Weikum, Fabian Suchanek2012 · 433 citations
3. A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Bernd Bohnet, Joakim Nivre2012 · 364 citations
4. A Comparison of Vector-based Representations for Semantic CompositionConference on Empirical Methods in Natural Language Processing (EMNLP)William Blacoe, Mirella Lapata2012 · 321 citations
5. Joint Entity and Event Coreference Resolution across DocumentsConference on Empirical Methods in Natural Language Processing (EMNLP)Heeyoung Lee, Marta Recasens, Angel Chang, et al.2012 · 273 citations
6. Resolving Complex Cases of Definite Pronouns: The Winograd Schema ChallengeConference on Empirical Methods in Natural Language Processing (EMNLP)Altaf Rahman, Vincent Ng2012 · 242 citations
7. An “AI readability” Formula for French as a Foreign LanguageConference on Empirical Methods in Natural Language Processing (EMNLP)Thomas François, Cédrick Fairon2012 · 174 citations
8. Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser OutputJonathan K. Kummerfeld, David Hall, James R. Curran, et al.2012 · 127 citations
9. Learning-based Multi-Sieve Co-reference Resolution with KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP)Lev Ratinov, Dan Roth2012 · 72 citations
10. Domain Adaptation for Coreference Resolution: An Adaptive Ensemble ApproachConference on Empirical Methods in Natural Language Processing (EMNLP)Jian Bo Yang, Qi Mao, Qiao Liang Xiang, et al.2012 · 24 citations
11. Generating Non-Projective Word Order in Statistical LinearizationBernd Bohnet, Anders Björkelund, Jonas Kuhn, et al.2012 · 23 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🔗Coreference resolution (4)🌳Dependency parsing (1)🔤Part-of-speech tagging (1)🔁Machine translation (1)English (1)French (1)

📚 Fields

🎭Arts and Humanities (11)🖥️Computer Science (11)💭Psychology (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of StuttgartStuttgart · Germany2 works here🎓Stanford UniversityStanford · United States2 works here🎓Uppsala UniversityUppsala · Sweden1 work here🏢GoogleMountain View · United States1 work here🎓The University of SydneySydney · Australia1 work here🎓University of Illinois Urbana-ChampaignUrbana · United States1 work here🎓The University of Texas at DallasRichardson · United States1 work here🎓Nanyang Technological UniversitySingapore · Singapore1 work here🤝DSO National LaboratoriesSingapore · Singapore1 work here🔬Max Planck Institute for InformaticsSaarbrücken · Germany1 work here🎓University of PennsylvaniaPhiladelphia · United States1 work here🎓University of California, BerkeleyBerkeley · United States1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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