---
title: "EMNLP 2014 — accepted papers — Elamur Research"
description: "EMNLP 2014 — accepted papers: 33 papers in the Elamur Research library (Doha, Qatar), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/emnlp/2014/"
---
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# 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.

[**234** papers in the proceedings](#all) · [**33** works in our library](https://md.research.elamur.ai/free/en/venues/emnlp/2014/works/) · [**64,830** citations of these works](https://md.research.elamur.ai/free/en/venues/emnlp/2014/works/)**Doha, Qatar** where it was held**October 2014** when

## Tracks

Main 226Tutorial Abstracts 8

## 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 Inference](https://aclanthology.org/D14-1125/)**Yoonjung Choi, Janyce Wiebe
2. **[A Cognitive Model of Semantic Network Learning](https://aclanthology.org/D14-1031/)**Aida Nematzadeh, Afsaneh Fazly, Suzanne Stevenson
3. **[A Comparison of Selectional Preference Models for Automatic Verb Classification](https://aclanthology.org/D14-1057/)**Will Roberts, Markus Egg
4. **[A Constituent-Based Approach to Argument Labeling with Joint Inference in Discourse Parsing](https://md.research.elamur.ai/free/en/papers/kong-2014-constituent-based-approach-argument-labeling/)**Fang Kong, Hwee Tou Ng, Guodong Zhou*our summary*
5. **[A Dependency Parser for Tweets](https://md.research.elamur.ai/free/en/papers/kong-2014-dependency-parser-tweets/)**Lingpeng Kong, Nathan Schneider, Swabha Swayamdipta et al.*our summary*
6. **[A Fast and Accurate Dependency Parser using Neural Networks](https://md.research.elamur.ai/free/en/papers/chen-2014-fast-accurate-dependency-parser-neural/)**Danqi Chen, Christopher Manning*our summary*
7. **[A Graph-based Approach for Contextual Text Normalization](https://aclanthology.org/D14-1037/)**Cagil Sönmez, Arzucan Özgür
8. **[A Human Judgement Corpus and a Metric for Arabic MT Evaluation](https://aclanthology.org/D14-1026/)**Houda Bouamor, Hanan Alshikhabobakr, Behrang Mohit et al.
9. **[A Joint Model for Unsupervised Chinese Word Segmentation](https://aclanthology.org/D14-1092/)**Miaohong Chen, Baobao Chang, Wenzhe Pei
10. **[A Joint Segmentation and Classification Framework for Sentiment Analysis](https://aclanthology.org/D14-1054/)**Duyu Tang, Furu Wei, Bing Qin et al.
11. **[A Model of Coherence Based on Distributed Sentence Representation](https://aclanthology.org/D14-1218/)**Jiwei Li, Eduard Hovy
12. **[A Model of Individual Differences in Gaze Control During Reading](https://aclanthology.org/D14-1192/)**Niels Landwehr, Sebastian Arzt, Tobias Scheffer et al.
13. **[A Neural Network Approach to Selectional Preference Acquisition](https://md.research.elamur.ai/free/en/papers/cruys-2014-neural-network-approach-selectional-preference/)**Tim Van de Cruys*our summary*
14. **[A Neural Network for Factoid Question Answering over Paragraphs](https://aclanthology.org/D14-1070/)**Mohit Iyyer, Jordan Boyd-Graber, Leonardo Claudino et al.
15. **[A Polynomial-Time Dynamic Oracle for Non-Projective Dependency Parsing](https://aclanthology.org/D14-1099/)**Carlos Gómez-Rodríguez, Francesco Sartorio, Giorgio Satta
16. **[A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering Services](https://aclanthology.org/D14-1118/)**Quan Wang, Jing Liu, Bin Wang et al.
17. **[A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents](https://md.research.elamur.ai/free/en/papers/hou-2014-rule-based-system-unrestricted-bridging/)**Yufang Hou, Katja Markert, Michael Strube*our summary*
18. **[A Sentiment-aligned Topic Model for Product Aspect Rating Prediction](https://aclanthology.org/D14-1126/)**Hao Wang, Martin Ester
19. **[A Shortest-path Method for Arc-factored Semantic Role Labeling](https://aclanthology.org/D14-1049/)**Xavier Lluís, Xavier Carreras, Lluís Màrquez
20. **[A Unified Model for Word Sense Representation and Disambiguation](https://md.research.elamur.ai/free/en/papers/chen-2014-unified-model-word-sense-representation/)**Xinxiong Chen, Zhiyuan Liu, Maosong Sun*our summary*
21. **[A convex relaxation for weakly supervised relation extraction](https://aclanthology.org/D14-1166/)**Édouard Grave
22. **[A* CCG Parsing with a Supertag-factored Model](https://md.research.elamur.ai/free/en/papers/lewis-2014-ccg-parsing-supertag-factored-model/)**Mike Lewis, Mark Steedman*our summary*
23. **[Abstractive Summarization of Product Reviews Using Discourse Structure](https://md.research.elamur.ai/free/en/papers/gerani-2014-abstractive-summarization-product-reviews-discourse/)**Shima 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 Normalization](https://aclanthology.org/D14-1011/)**Nobuhiro Kaji, Masaru Kitsuregawa
25. **[Adding High-Precision Links to Wikipedia](https://aclanthology.org/D14-1072/)**Thanapon Noraset, Chandra Bhagavatula, Doug Downey

[See all 234 papers in EMNLP 2014 — accepted papers →](https://md.research.elamur.ai/free/en/venues/emnlp/2014/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 Representation](https://md.research.elamur.ai/free/en/papers/pennington-2014-glove-global-vectors-word-representation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jeffrey Pennington, Richard Socher, Christopher Manning*2014 · 38,574 citations*
2. **[Convolutional Neural Networks for Sentence Classification](https://md.research.elamur.ai/free/en/papers/kim-2014-convolutional-neural-networks-sentence-classification/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yoon Kim*2014 · 16,269 citations*
3. [**A Fast and Accurate Dependency Parser using Neural Networks**Danqi Chen, Christopher Manning*2014 · 2,309 citations*](https://md.research.elamur.ai/free/en/papers/chen-2014-fast-accurate-dependency-parser-neural/)
4. **[ReferItGame: Referring to Objects in Photographs of Natural Scenes](https://md.research.elamur.ai/free/en/papers/kazemzadeh-2014-referitgame-referring-objects-photographs-natural/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Sahar Kazemzadeh, Vicente Ordonez, Mark Matten, et al.*2014 · 1,282 citations*
5. **[Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space](https://md.research.elamur.ai/free/en/papers/neelakantan-2014-efficient-non-parametric-estimation-multiple/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, et al.*2014 · 597 citations*
6. **[Identifying Argumentative Discourse Structures in Persuasive Essays](https://md.research.elamur.ai/free/en/papers/stab-2014-identifying-argumentative-discourse-structures-persuasive/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Christian Stab, Iryna Gurevych*2014 · 517 citations*
7. [**Learning to Solve Arithmetic Word Problems with Verb Categorization**Mohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, et al.*2014 · 513 citations*](https://md.research.elamur.ai/free/en/papers/hosseini-2014-learning-solve-arithmetic-word-problems/)
8. **[Knowledge Graph and Text Jointly Embedding](https://md.research.elamur.ai/free/en/papers/wang-2014-knowledge-graph-text-jointly-embedding/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zhen Wang, Jianwen Zhang, Jianlin Feng, et al.*2014 · 457 citations*
9. **[Modeling Joint Entity and Relation Extraction with Table Representation](https://md.research.elamur.ai/free/en/papers/miwa-2014-modeling-joint-entity-relation-extraction/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Makoto Miwa, Yutaka Sasaki*2014 · 446 citations*
10. **[Chinese Poetry Generation with Recurrent Neural Networks](https://md.research.elamur.ai/free/en/papers/zhang-2014-chinese-poetry-generation-recurrent-neural/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xingxing Zhang, Mirella Lapata*2014 · 380 citations*
11. **[A Unified Model for Word Sense Representation and Disambiguation](https://md.research.elamur.ai/free/en/papers/chen-2014-unified-model-word-sense-representation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xinxiong Chen, Zhiyuan Liu, Maosong Sun*2014 · 359 citations*
12. [**A Dependency Parser for Tweets**Lingpeng Kong, Nathan Schneider, Swabha Swayamdipta, et al.*2014 · 298 citations*](https://md.research.elamur.ai/free/en/papers/kong-2014-dependency-parser-tweets/)
13. **[Developing Age and Gender Predictive Lexica over Social Media](https://md.research.elamur.ai/free/en/papers/sap-2014-developing-age-gender-predictive-lexica/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Maarten Sap, Gregory Park, Johannes Eichstaedt, et al.*2014 · 296 citations*
14. **[Modeling Biological Processes for Reading Comprehension](https://md.research.elamur.ai/free/en/papers/berant-2014-modeling-biological-processes-reading-comprehension/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jonathan Berant, Vivek Srikumar, Pei-Chun Chen, et al.*2014 · 290 citations*
15. **[POS Tagging of English-Hindi Code-Mixed Social Media Content](https://md.research.elamur.ai/free/en/papers/vyas-2014-pos-tagging-english-hindi-code/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yogarshi Vyas, Spandana Gella, Jatin Sharma, et al.*2014 · 273 citations*
16. **[Abstractive Summarization of Product Reviews Using Discourse Structure](https://md.research.elamur.ai/free/en/papers/gerani-2014-abstractive-summarization-product-reviews-discourse/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Shima Gerani, Yashar Mehdad, Giuseppe Carenini, et al.*2014 · 261 citations*
17. **[Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates](https://md.research.elamur.ai/free/en/papers/hasan-2014-why-are-you-taking-this/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Kazi Saidul Hasan, Vincent Ng*2014 · 254 citations*
18. **[Recursive Deep Models for Discourse Parsing](https://md.research.elamur.ai/free/en/papers/li-2014-recursive-deep-models-discourse-parsing/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jiwei Li, Rumeng Li, Eduard Hovy*2014 · 206 citations*
19. [**A* CCG Parsing with a Supertag-factored Model**Mike Lewis, Mark Steedman*2014 · 175 citations*](https://md.research.elamur.ai/free/en/papers/lewis-2014-ccg-parsing-supertag-factored-model/)
20. **[NaturalLI: Natural Logic Inference for Common Sense Reasoning](https://md.research.elamur.ai/free/en/papers/angeli-2014-naturalli-natural-logic-inference-common/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Gabor Angeli, Christopher D. Manning*2014 · 147 citations*
21. [**Aligning English Strings with Abstract Meaning Representation Graphs**Nima Pourdamghani, Yang Gao, Ulf Hermjakob, et al.*2014 · 143 citations*](https://md.research.elamur.ai/free/en/papers/pourdamghani-2014-aligning-english-strings-abstract-meaning/)
22. **[Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts](https://md.research.elamur.ai/free/en/papers/li-2014-major-life-event-extraction-twitter/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jiwei Li, Alan Ritter, Claire Cardie, et al.*2014 · 127 citations*
23. **[Testing for Significance of Increased Correlation with Human Judgment](https://md.research.elamur.ai/free/en/papers/graham-2014-testing-significance-increased-correlation-human/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yvette Graham, Timothy Baldwin*2014 · 120 citations*
24. **[Dependency-based Discourse Parser for Single-Document Summarization](https://md.research.elamur.ai/free/en/papers/yoshida-2014-dependency-based-discourse-parser-single/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yasuhisa Yoshida, Jun Suzuki, Tsutomu Hirao, et al.*2014 · 113 citations*
25. **[A Neural Network Approach to Selectional Preference Acquisition](https://md.research.elamur.ai/free/en/papers/cruys-2014-neural-network-approach-selectional-preference/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Van de Cruys, Tim*2014 · 79 citations*

[See all 33 works in EMNLP 2014 — accepted papers →](https://md.research.elamur.ai/free/en/venues/emnlp/2014/works/)

## Top topics

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

[Discourse analysis (7)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [English (6)](https://md.research.elamur.ai/free/en/topics/english/) · [Coreference resolution (4)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Summarization (3)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Speech act theory (2)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Dependency parsing (2)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Information extraction (2)](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Word sense disambiguation (1)](https://md.research.elamur.ai/free/en/topics/word-sense-disambiguation/) · [Part-of-speech tagging (1)](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Machine translation (1)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Question answering (1)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Knowledge graphs & ontologies (1)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/)

**2 more topics**

[Syntax & grammar formalisms (1)](https://md.research.elamur.ai/free/en/topics/syntax-grammar/) · [Semantic parsing & meaning representation (1)](https://md.research.elamur.ai/free/en/topics/semantic-parsing/)

## Fields

[Arts and Humanities (33)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (32)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (3)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Biochemistry, Genetics and Molecular Biology (1)](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Christopher D. Manning**4 works here · 41,320 citations](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/) · [🧑‍🔬**Eduard Hovy**2 works here · 333 citations](https://md.research.elamur.ai/free/en/authors/eduard-hovy/) · [🧑‍🔬**Jiwei Li**2 works here · 333 citations](https://md.research.elamur.ai/free/en/authors/jiwei-li/) · [🧑‍🔬**Giuseppe Carenini**2 works here · 321 citations](https://md.research.elamur.ai/free/en/authors/giuseppe-carenini/) · [🧑‍🔬**Raymond Ng**2 works here · 321 citations](https://md.research.elamur.ai/free/en/authors/raymond-ng/) · [🧑‍🔬**Vincent Ng**2 works here · 271 citations](https://md.research.elamur.ai/free/en/authors/vincent-ng/) · [🧑‍🔬**Michael Strube**2 works here · 90 citations](https://md.research.elamur.ai/free/en/authors/michael-strube/) · [🧑‍🔬**Jeffrey Pennington**1 work here · 38,574 citations](https://md.research.elamur.ai/free/en/authors/jeffrey-pennington/) · [🧑‍🔬**Richard Socher**1 work here · 38,574 citations](https://md.research.elamur.ai/free/en/authors/richard-socher/) · [🧑‍🔬**Yoon Kim**1 work here · 16,269 citations](https://md.research.elamur.ai/free/en/authors/yoon-kim/) · [🧑‍🔬**Danqi Chen**1 work here · 2,309 citations](https://md.research.elamur.ai/free/en/authors/danqi-chen/) · [🧑‍🔬**Tamara Berg**1 work here · 1,282 citations](https://md.research.elamur.ai/free/en/authors/tamara-berg/)

## Top institutions

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

[🎓**Stanford University** Stanford · United States 5 works here](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 3 works here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**University of British Columbia** Vancouver · Canada 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-british-columbia/) · [🎓**The University of Texas at Dallas** Richardson · United States 2 works here](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-dallas/) · [🔬**Heidelberg Institute for Theoretical Studies** Heidelberg · Germany 2 works here](https://md.research.elamur.ai/free/en/labs/heidelberg-institute-for-theoretical-studies/) · [🎓**University of Edinburgh** Edinburgh · United Kingdom 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/) · [🎓**University of North Carolina at Chapel Hill** Chapel Hill · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-north-carolina-at-chapel-hill/) · [🏢**Microsoft** Redmond · United States 1 work here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Pennsylvania State University** State College · United States 1 work here](https://md.research.elamur.ai/free/en/universities/pennsylvania-state-university/) · [🎓**University of Leeds** Leeds · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-leeds/) · [🎓**Oregon State University** Corvallis · United States 1 work here](https://md.research.elamur.ai/free/en/universities/oregon-state-university/) · [🎓**Sharif University of Technology** Tehran · Iran 1 work here](https://md.research.elamur.ai/free/en/universities/sharif-university-of-technology/)

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

- [← previous EMNLP 2013](https://md.research.elamur.ai/free/en/venues/emnlp/2013/)
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