---
title: "EMNLP 2011 — accepted papers — Elamur Research"
description: "EMNLP 2011 — accepted papers: 19 papers in the Elamur Research library (Edinburgh, Scotland, UK.), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/emnlp/2011/"
---
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# EMNLP 2011 — accepted papers

EMNLP 2011 is the 2011 edition of the Conference on Empirical Methods in Natural Language Processing (EMNLP), held in Edinburgh, Scotland, UK., July 2011 (publisher: Association for Computational Linguistics). The ACL Anthology lists 149 papers of it; our library holds 19 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**149** papers in the proceedings](#all) · [**19** works in our library](https://md.research.elamur.ai/free/en/venues/emnlp/2011/#works) · [**9,524** citations of these works](https://md.research.elamur.ai/free/en/venues/emnlp/2011/#works)**Edinburgh, Scotland, UK.** where it was held**July 2011** when

## All accepted papers (149)

The most cited first; 19 with our summary link to their page here, the others to the original.

1. **[A Bayesian Mixture Model for PoS Induction Using Multiple Features](https://aclanthology.org/D11-1059/)**Christos Christodoulopoulos, Sharon Goldwater, Mark Steedman
2. **[A Cascaded Classification Approach to Semantic Head Recognition](https://aclanthology.org/D11-1073/)**Lukas Michelbacher, Alok Kothari, Martin Forst et al.
3. **[A Correction Model for Word Alignments](https://aclanthology.org/D11-1082/)**J. Scott McCarley, Abraham Ittycheriah, Salim Roukos et al.
4. **[A Fast Re-scoring Strategy to Capture Long-Distance Dependencies](https://aclanthology.org/D11-1103/)**Anoop Deoras, Tomáš Mikolov, Kenneth Church
5. **[A Fast, Accurate, Non-Projective, Semantically-Enriched Parser](https://aclanthology.org/D11-1116/)**Stephen Tratz, Eduard Hovy
6. **[A Generate and Rank Approach to Sentence Paraphrasing](https://aclanthology.org/D11-1009/)**Prodromos Malakasiotis, Ion Androutsopoulos
7. **[A Joint Model for Extended Semantic Role Labeling](https://aclanthology.org/D11-1012/)**Vivek Srikumar, Dan Roth
8. **[A Model of Discourse Predictions in Human Sentence Processing](https://aclanthology.org/D11-1028/)**Amit Dubey, Frank Keller, Patrick Sturt
9. **[A Non-negative Matrix Factorization Based Approach for Active Dual Supervision from Document and Word Labels](https://aclanthology.org/D11-1088/)**Chao Shen, Tao Li
10. **[A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions](https://aclanthology.org/D11-1149/)**Wei Lu, Hwee Tou Ng
11. **[A Simple Word Trigger Method for Social Tag Suggestion](https://aclanthology.org/D11-1146/)**Zhiyuan Liu, Xinxiong Chen, Maosong Sun
12. **[A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents](https://aclanthology.org/D11-1025/)**Yufan Guo, Anna Korhonen, Thierry Poibeau
13. **[A Word Reordering Model for Improved Machine Translation](https://aclanthology.org/D11-1045/)**Karthik Visweswariah, Rajakrishnan Rajkumar, Ankur Gandhe et al.
14. **[A generative model for unsupervised discovery of relations and argument classes from clinical texts](https://aclanthology.org/D11-1048/)**Bryan Rink, Sanda Harabagiu
15. **[A novel dependency-to-string model for statistical machine translation](https://aclanthology.org/D11-1020/)**Jun Xie, Haitao Mi, Qun Liu
16. **[Accurate Parsing with Compact Tree-Substitution Grammars: Double-DOP](https://aclanthology.org/D11-1008/)**Federico Sangati, Willem Zuidema
17. **[Active Learning with Amazon Mechanical Turk](https://aclanthology.org/D11-1143/)**Florian Laws, Christian Scheible, Hinrich Schütze
18. **[Analyzing Methods for Improving Precision of Pivot Based Bilingual Dictionaries](https://aclanthology.org/D11-1078/)**Xabier Saralegi, Iker Manterola, Iñaki San Vicente
19. **[Approximate Scalable Bounded Space Sketch for Large Data NLP](https://aclanthology.org/D11-1023/)**Amit Goyal, Hal Daumé III
20. **[Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax](https://aclanthology.org/D11-1019/)**Jiajun Zhang, Feifei Zhai, Chengqing Zong
21. **[Bayesian Checking for Topic Models](https://aclanthology.org/D11-1021/)**David Mimno, David Blei
22. **[Better Evaluation Metrics Lead to Better Machine Translation](https://aclanthology.org/D11-1035/)**Chang Liu, Daniel Dahlmeier, Hwee Tou Ng
23. **[Bootstrapped Named Entity Recognition for Product Attribute Extraction](https://aclanthology.org/D11-1144/)**Duangmanee Putthividhya, Junling Hu
24. **[Bootstrapping Semantic Parsers from Conversations](https://aclanthology.org/D11-1039/)**Yoav Artzi, Luke Zettlemoyer
25. **[Cache-based Document-level Statistical Machine Translation](https://aclanthology.org/D11-1084/)**Zhengxian Gong, Min Zhang, Guodong Zhou

[See all 149 papers in EMNLP 2011 — accepted papers →](https://md.research.elamur.ai/free/en/venues/emnlp/2011/papers/)

## Papers with our summary in our library (19)

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

1. **[Named Entity Recognition in Tweets: An Experimental Study](https://md.research.elamur.ai/free/en/papers/ritter-2011-named-entity-recognition-tweets-experimental/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Alan Ritter, Sam Clark, Mausam, et al.*2011 · 1,456 citations*
2. **[Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions](https://md.research.elamur.ai/free/en/papers/socher-2011-semi-supervised-recursive-autoencoders-predicting/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Richard Socher, Jeffrey Pennington, Eric H. Huang, et al.*2011 · 1,420 citations*
3. **[Optimizing Semantic Coherence in Topic Models](https://md.research.elamur.ai/free/en/papers/mimno-2011-optimizing-semantic-coherence-topic-models/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**David Mimno, Hanna Wallach, Edmund Talley, et al.*2011 · 1,338 citations*
4. **[Domain Adaptation via Pseudo In-Domain Data Selection](https://md.research.elamur.ai/free/en/papers/axelrod-2011-domain-adaptation-pseudo-domain-data/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Amittai Axelrod, Xiaodong He, Jianfeng Gao*2011 · 774 citations*
5. **[Rumor has it: Identifying Misinformation in Microblogs](https://md.research.elamur.ai/free/en/papers/qazvinian-2011-rumor-has-it-identifying-misinformation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Vahed Qazvinian, Emily Rosengren, Dragomir R. Radev, et al.*2011 · 771 citations*
6. **[Data-Driven Response Generation in Social Media](https://md.research.elamur.ai/free/en/papers/ritter-2011-data-driven-response-generation-social/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Alan Ritter, Colin Cherry, William B. Dolan*2011 · 701 citations*
7. **[Discriminating Gender on Twitter](https://md.research.elamur.ai/free/en/papers/burger-2011-discriminating-gender-twitter/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**John D. Burger, John Henderson, George Kim, et al.*2011 · 632 citations*
8. **[Multi-Source Transfer of Delexicalized Dependency Parsers](https://md.research.elamur.ai/free/en/papers/mcdonald-2011-multi-source-transfer-delexicalized-dependency/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ryan McDonald, Slav Petrov, Keith Hall*2011 · 490 citations*
9. **[Literal and Metaphorical Sense Identification through Concrete and Abstract Context](https://md.research.elamur.ai/free/en/papers/turney-2011-literal-metaphorical-sense-identification-through/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Peter Turney, Yair Neuman, Dan Assaf, et al.*2011 · 394 citations*
10. **[Tuning as Ranking](https://md.research.elamur.ai/free/en/papers/hopkins-2011-tuning-as-ranking/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Mark Hopkins, Jonathan May*2011 · 391 citations*
11. [**Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer Programming**Kristian Woodsend, Mirella Lapata*2011 · 334 citations*](https://md.research.elamur.ai/free/en/papers/woodsend-2011-learning-simplify-sentences-quasi-synchronous/)
12. **[Lexical Generalization in CCG Grammar Induction for Semantic Parsing](https://md.research.elamur.ai/free/en/papers/kwiatkowski-2011-lexical-generalization-ccg-grammar-induction/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Tom Kwiatkowski, Luke Zettlemoyer, Sharon Goldwater, et al.*2011 · 284 citations*
13. **[Structured Relation Discovery using Generative Models](https://md.research.elamur.ai/free/en/papers/yao-2011-structured-relation-discovery-generative-models/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Limin Yao, Aria Haghighi, Sebastian Riedel, et al.*2011 · 216 citations*
14. **[Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities](https://md.research.elamur.ai/free/en/papers/zhou-2011-unsupervised-discovery-discourse-relations-eliminating/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Lanjun Zhou, Binyang Li, Wei Gao, et al.*2011 · 110 citations*
15. **[Classifying Sentences as Speech Acts in Message Board Posts](https://md.research.elamur.ai/free/en/papers/qadir-2011-classifying-sentences-as-speech-acts/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ashequl Qadir, Ellen Riloff*2011 · 81 citations*
16. [**Parser Evaluation over Local and Non-Local Deep Dependencies in a Large Corpus**Emily M. Bender, Dan Flickinger, Stephan Oepen, et al.*2011 · 53 citations*](https://md.research.elamur.ai/free/en/papers/bender-2011-parser-evaluation-over-local-non/)
17. [**Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation**Reut Tsarfaty, Joakim Nivre, Evelina Andersson*2011 · 46 citations*](https://md.research.elamur.ai/free/en/papers/tsarfaty-2011-evaluating-dependency-parsing-robust-heuristics/)
18. **[Learning the Information Status of Noun Phrases in Spoken Dialogues](https://md.research.elamur.ai/free/en/papers/rahman-2011-learning-information-status-noun-phrases/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Altaf Rahman, Vincent Ng*2011 · 26 citations*
19. **[Modelling Discourse Relations for Arabic](https://md.research.elamur.ai/free/en/papers/saif-2011-modelling-discourse-relations-arabic/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Amal Al-Saif, Katja Markert*2011 · 7 citations*

## Top topics

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

[Discourse analysis (2)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Dependency parsing (2)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Dialogue systems (2)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Evaluation & benchmarks (2)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [English (2)](https://md.research.elamur.ai/free/en/topics/english/) · [Named entity recognition (1)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Speech act theory (1)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [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/) · [Sentiment & emotion (1)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [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/) · [Idioms & multiword expressions (1)](https://md.research.elamur.ai/free/en/topics/multiword-expressions/)

## Fields

[Arts and Humanities (18)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (18)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Psychology (3)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Social Sciences (2)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Physics and Astronomy (1)](https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/)

## Top authors

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

[🧑‍🔬**Alan Ritter**2 works here · 2,157 citations](https://md.research.elamur.ai/free/en/authors/alan-ritter/) · [🧑‍🔬**Andrew McCallum**2 works here · 1,554 citations](https://md.research.elamur.ai/free/en/authors/andrew-mccallum/) · [🧑‍🔬**Mausam**1 work here · 1,456 citations](https://md.research.elamur.ai/free/en/authors/mausam/) · [🧑‍🔬**Oren Etzioni**1 work here · 1,456 citations](https://md.research.elamur.ai/free/en/authors/oren-etzioni/) · [🧑‍🔬**Sam Clark**1 work here · 1,456 citations](https://md.research.elamur.ai/free/en/authors/sam-clark/) · [🧑‍🔬**Andrew Y. Ng**1 work here · 1,420 citations](https://md.research.elamur.ai/free/en/authors/andrew-y-ng/) · [🧑‍🔬**Christopher D. Manning**1 work here · 1,420 citations](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/) · [🧑‍🔬**Eric Huang**1 work here · 1,420 citations](https://md.research.elamur.ai/free/en/authors/eric-huang/) · [🧑‍🔬**Jeffrey Pennington**1 work here · 1,420 citations](https://md.research.elamur.ai/free/en/authors/jeffrey-pennington/) · [🧑‍🔬**Richard Socher**1 work here · 1,420 citations](https://md.research.elamur.ai/free/en/authors/richard-socher/) · [🧑‍🔬**David Mimno**1 work here · 1,338 citations](https://md.research.elamur.ai/free/en/authors/david-mimno/) · [🧑‍🔬**Hanna Wallach**1 work here · 1,338 citations](https://md.research.elamur.ai/free/en/authors/hanna-wallach/)

## Top institutions

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

[🎓**University of Washington** Seattle · United States 5 works here](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🏢**Microsoft** Redmond · United States 2 works here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**University of Massachusetts Amherst** Amherst Center · United States 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-amherst/) · [🏛️**National Research Council Canada** Ottawa · Canada 2 works here](https://md.research.elamur.ai/free/en/government/national-research-council-canada/) · [🎓**Stanford University** Stanford · United States 2 works here](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**University of Edinburgh** Edinburgh · United Kingdom 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/) · [🎓**Uppsala University** Uppsala · Sweden 1 work here](https://md.research.elamur.ai/free/en/universities/uppsala-university/) · [🎓**Ben-Gurion University of the Negev** Beersheba · Israel 1 work here](https://md.research.elamur.ai/free/en/universities/ben-gurion-university-of-the-negev/) · [🏢**Google** Mountain View · United States 1 work here](https://md.research.elamur.ai/free/en/companies/google/) · [🏛️**National Institutes of Health** Bethesda · United States 1 work here](https://md.research.elamur.ai/free/en/government/national-institutes-of-health/) · [🎓**The University of Texas at Dallas** Richardson · United States 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-dallas/) · [🎓**Chinese University of Hong Kong** Hong Kong · China 1 work here](https://md.research.elamur.ai/free/en/universities/chinese-university-of-hong-kong/)

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

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