📰 EMNLP 2014 — accepted papers

EMNLP 2014 is the 2014 edition of the Conference on Empirical Methods in Natural Language Processing (EMNLP), held in Doha, Qatar, October 2014 (publisher: Association for Computational Linguistics). The ACL Anthology lists 234 papers of it in 2 tracks; our library holds 33 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Main226Tutorial Abstracts8

All accepted papers (234)

The most cited first; 33 with our summary link to their page here, the others to the original.

1. +/-EffectWordNet: Sense-level Lexicon Acquisition for Opinion InferenceYoonjung Choi, Janyce Wiebe
2. A Cognitive Model of Semantic Network LearningAida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson
3. A Comparison of Selectional Preference Models for Automatic Verb ClassificationWill Roberts, Markus Egg
4. A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse ParsingFang Kong, Hwee Tou Ng, Guodong Zhouour summary
5. A Dependency Parser for TweetsLingpeng Kong, Nathan Schneider, Swabha Swayamdipta et al.our summary
6. A Fast and Accurate Dependency Parser using Neural NetworksDanqi Chen, Christopher Manningour summary
7. A Graph-based Approach for Contextual Text NormalizationCagil Sönmez, Arzucan Özgür
8. A Human Judgement Corpus and a Metric for Arabic MT EvaluationHouda Bouamor, Hanan Alshikhabobakr, Behrang Mohit et al.
9. A Joint Model for Unsupervised Chinese Word SegmentationMiaohong Chen, Baobao Chang, Wenzhe Pei
10. A Joint Segmentation and Classification Framework for Sentiment AnalysisDuyu Tang, Furu Wei, Bing Qin et al.
11. A Model of Coherence Based on Distributed Sentence RepresentationJiwei Li, Eduard Hovy
12. A Model of Individual Differences in Gaze Control During ReadingNiels Landwehr, Sebastian Arzt, Tobias Scheffer et al.
13. A Neural Network Approach to Selectional Preference AcquisitionTim Van de Cruysour summary
14. A Neural Network for Factoid Question Answering over ParagraphsMohit Iyyer, Jordan Boyd-Graber, Leonardo Claudino et al.
15. A Polynomial-Time Dynamic Oracle for Non-Projective Dependency ParsingCarlos Gómez-Rodríguez, Francesco Sartorio, Giorgio Satta
16. A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering ServicesQuan Wang, Jing Liu, Bin Wang et al.
17. A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to AntecedentsYufang Hou, Katja Markert, Michael Strubeour summary
18. A Sentiment-aligned Topic Model for Product Aspect Rating PredictionHao Wang, Martin Ester
19. A Shortest-path Method for Arc-factored Semantic Role LabelingXavier Lluís, Xavier Carreras, Lluís Màrquez
20. A Unified Model for Word Sense Representation and DisambiguationXinxiong Chen, Zhiyuan Liu, Maosong Sunour summary
21. A convex relaxation for weakly supervised relation extractionÉdouard Grave
22. A* CCG Parsing with a Supertag-factored ModelMike Lewis, Mark Steedmanour summary
23. Abstractive Summarization of Product Reviews Using Discourse StructureShima Gerani, Yashar Mehdad, Giuseppe Carenini et al.our summary
24. Accurate Word Segmentation and POS Tagging for Japanese Microblogs: Corpus Annotation and Joint Modeling with Lexical NormalizationNobuhiro Kaji, Masaru Kitsuregawa
25. Adding High-Precision Links to WikipediaThanapon Noraset, Chandra Bhagavatula, Doug Downey

See all 234 papers in EMNLP 2014 — accepted papers →

📄 Papers with our summary in our library (33)

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

1. GloVe: Global Vectors for Word RepresentationJeffrey Pennington, Richard Socher, Christopher Manning2014 · 38,574 citations
2. Convolutional Neural Networks for Sentence ClassificationYoon Kim2014 · 16,269 citations
3. A Fast and Accurate Dependency Parser using Neural NetworksDanqi Chen, Christopher Manning2014 · 2,309 citations
4. ReferItGame: Referring to Objects in Photographs of Natural ScenesSahar Kazemzadeh, Vicente Ordonez, Mark Matten, et al.2014 · 1,282 citations
5. Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector SpaceArvind Neelakantan, Jeevan Shankar, Alexandre Passos, et al.2014 · 597 citations
6. Identifying Argumentative Discourse Structures in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 517 citations
7. Learning to Solve Arithmetic Word Problems with Verb CategorizationMohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.2014 · 513 citations
8. Knowledge Graph and Text Jointly EmbeddingZhen Wang, Jianwen Zhang, Jianlin Feng, et al.2014 · 457 citations
9. Modeling Joint Entity and Relation Extraction with Table RepresentationMakoto Miwa, Yutaka Sasaki2014 · 446 citations
10. Chinese Poetry Generation with Recurrent Neural NetworksXingxing Zhang, Mirella Lapata2014 · 380 citations
11. A Unified Model for Word Sense Representation and DisambiguationXinxiong Chen, Zhiyuan Liu, Maosong Sun2014 · 359 citations
12. A Dependency Parser for TweetsLingpeng Kong, Nathan Schneider, Swabha Swayamdipta, et al.2014 · 298 citations
13. Developing Age and Gender Predictive Lexica over Social MediaMaarten Sap, Gregory Park, Johannes Eichstaedt, et al.2014 · 296 citations
14. Modeling Biological Processes for Reading ComprehensionJonathan Berant, Vivek Srikumar, Pei-Chun Chen, et al.2014 · 290 citations
15. POS Tagging of English-Hindi Code-Mixed Social Media ContentYogarshi Vyas, Spandana Gella, Jatin Sharma, et al.2014 · 273 citations
16. Abstractive Summarization of Product Reviews Using Discourse StructureShima Gerani, Yashar Mehdad, Giuseppe Carenini, et al.2014 · 261 citations
17. Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological DebatesKazi Saidul Hasan, Vincent Ng2014 · 254 citations
18. Recursive Deep Models for Discourse ParsingJiwei Li, Rumeng Li, Eduard Hovy2014 · 206 citations
19. A* CCG Parsing with a Supertag-factored ModelMike Lewis, Mark Steedman2014 · 175 citations
20. NaturalLI: Natural Logic Inference for Common Sense ReasoningGabor Angeli, Christopher D. Manning2014 · 147 citations
21. Aligning English Strings with Abstract Meaning Representation GraphsNima Pourdamghani, Yang Gao, Ulf Hermjakob, et al.2014 · 143 citations
22. Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech ActsJiwei Li, Alan Ritter, Claire Cardie, et al.2014 · 127 citations
23. Testing for Significance of Increased Correlation with Human JudgmentYvette Graham, Timothy Baldwin2014 · 120 citations
24. Dependency-based Discourse Parser for Single-Document SummarizationYasuhisa Yoshida, Jun Suzuki, Tsutomu Hirao, et al.2014 · 113 citations
25. A Neural Network Approach to Selectional Preference AcquisitionVan de Cruys, Tim2014 · 79 citations

See all 33 works in EMNLP 2014 — accepted papers →

🧭 Top topics

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

🧵Discourse analysis (7)English (6)🔗Coreference resolution (4)📝Summarization (3)💬Speech act theory (2)🌳Dependency parsing (2)🔎Information extraction (2)🔀Word sense disambiguation (1)🔤Part-of-speech tagging (1)🔁Machine translation (1)❓Question answering (1)🗨️Dialogue systems (1)🌍Multilingual & cross-lingual NLP (1)🧮Reasoning (1)🕸️Knowledge graphs & ontologies (1)

📚 Fields

🎭Arts and Humanities (33)🖥️Computer Science (32)💭Psychology (3)🧬Biochemistry, Genetics and Molecular Biology (1)🤝Social Sciences (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.

🎓Stanford UniversityStanford · United States5 works here🎓Carnegie Mellon UniversityPittsburgh · United States3 works here🎓University of British ColumbiaVancouver · Canada2 works here🎓The University of Texas at DallasRichardson · United States2 works here🔬Heidelberg Institute for Theoretical StudiesHeidelberg · Germany2 works here🎓University of EdinburghEdinburgh · United Kingdom2 works here🎓University of North Carolina at Chapel HillChapel Hill · United States1 work here🏢MicrosoftRedmond · United States1 work here🎓Pennsylvania State UniversityState College · United States1 work here🎓University of LeedsLeeds · United Kingdom1 work here🎓Oregon State UniversityCorvallis · United States1 work here🎓Sharif University of TechnologyTehran · Iran1 work here

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

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/emnlp/2014/