---
title: "ACL 2014 — accepted papers — Elamur Research"
description: "ACL 2014 — accepted papers: 32 papers in the Elamur Research library (Baltimore, Maryland), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acl/2014/"
---
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# ACL 2014 — accepted papers

ACL 2014 is the 2014 edition of the Annual Meeting of the Association for Computational Linguistics (ACL), held in Baltimore, Maryland, June 2014 (publisher: Association for Computational Linguistics). The ACL Anthology lists 315 papers of it in 4 tracks; our library holds 32 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**315** papers in the proceedings](#all) · [**32** works in our library](https://md.research.elamur.ai/free/en/venues/acl/2014/works/) · [**21,689** citations of these works](https://md.research.elamur.ai/free/en/venues/acl/2014/works/)**Baltimore, Maryland** where it was held**June 2014** when

## Tracks

Long Papers 147Short Papers 139System Demonstrations 21Tutorials 8

## All accepted papers (315)

The most cited first; 32 with our summary link to their page here, the others to the original.

1. **[A Bayesian Method to Incorporate Background Knowledge during Automatic Text Summarization](https://aclanthology.org/P14-2055/)**Annie Louis · Short Papers
2. **[A Bayesian Mixed Effects Model of Literary Character](https://md.research.elamur.ai/free/en/papers/bamman-2014-bayesian-mixed-effects-model-literary/)**David Bamman, Ted Underwood, Noah A. Smith · Long Papers*our summary*
3. **[A Composite Kernel Approach for Dialog Topic Tracking with Structured Domain Knowledge from Wikipedia](https://aclanthology.org/P14-2004/)**Seokhwan Kim, Rafael E. Banchs, Haizhou Li · Short Papers
4. **[A Constrained Viterbi Relaxation for Bidirectional Word Alignment](https://aclanthology.org/P14-1139/)**Yin-Wen Chang, Alexander M. Rush, John DeNero et al. · Long Papers
5. **[A Convolutional Neural Network for Modelling Sentences](https://aclanthology.org/P14-1062/)**Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom · Long Papers
6. **[A Corpus of Sentence-level Revisions in Academic Writing: A Step towards Understanding Statement Strength in Communication](https://aclanthology.org/P14-2066/)**Chenhao Tan, Lillian Lee · Short Papers
7. **[A Decision-Theoretic Approach to Natural Language Generation](https://aclanthology.org/P14-1052/)**Nathan McKinley, Soumya Ray · Long Papers
8. **[A Discriminative Graph-Based Parser for the Abstract Meaning Representation](https://md.research.elamur.ai/free/en/papers/flanigan-2014-discriminative-graph-based-parser-abstract/)**Jeffrey Flanigan, Sam Thomson, Jaime Carbonell et al. · Long Papers*our summary*
9. **[A Feature-Enriched Tree Kernel for Relation Extraction](https://aclanthology.org/P14-2011/)**Le Sun, Xianpei Han · Short Papers
10. **[A Generalized Language Model as the Combination of Skipped n-grams and Modified Kneser Ney Smoothing](https://aclanthology.org/P14-1108/)**Rene Pickhardt, Thomas Gottron, Martin Körner et al. · Long Papers
11. **[A Hybrid Approach to Skeleton-based Translation](https://aclanthology.org/P14-2092/)**Tong Xiao, Jingbo Zhu, Chunliang Zhang · Short Papers
12. **[A Joint Graph Model for Pinyin-to-Chinese Conversion with Typo Correction](https://aclanthology.org/P14-1142/)**Zhongye Jia, Hai Zhao · Long Papers
13. **[A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-Editing](https://md.research.elamur.ai/free/en/papers/feng-2014-linear-time-bottom-up-discourse/)**Vanessa Wei Feng, Graeme Hirst · Long Papers*our summary*
14. **[A Novel Content Enriching Model for Microblog Using News Corpus](https://aclanthology.org/P14-2036/)**Yunlun Yang, Zhihong Deng, Hongliang Yu · Short Papers
15. **[A Piece of My Mind: A Sentiment Analysis Approach for Online Dispute Detection](https://aclanthology.org/P14-2113/)**Lu Wang, Claire Cardie · Short Papers
16. **[A Provably Correct Learning Algorithm for Latent-Variable PCFGs](https://aclanthology.org/P14-1099/)**Shay B. Cohen, Michael Collins · Long Papers
17. **[A Recursive Recurrent Neural Network for Statistical Machine Translation](https://aclanthology.org/P14-1140/)**Shujie Liu, Nan Yang, Mu Li et al. · Long Papers
18. **[A Robust Approach to Aligning Heterogeneous Lexical Resources](https://aclanthology.org/P14-1044/)**Mohammad Taher Pilehvar, Roberto Navigli · Long Papers
19. **[A Rule-Augmented Statistical Phrase-based Translation System](https://aclanthology.org/P14-5013/)**Cong Duy Vu Hoang, AiTi Aw, Nhung T. H. Nguyen · System Demonstrations
20. **[A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings Calls](https://aclanthology.org/P14-1109/)**William Yang Wang, Zhenhao Hua · Long Papers
21. **[A Sense-Based Translation Model for Statistical Machine Translation](https://aclanthology.org/P14-1137/)**Deyi Xiong, Min Zhang · Long Papers
22. **[A Simple Bayesian Modelling Approach to Event Extraction from Twitter](https://aclanthology.org/P14-2114/)**Deyu Zhou, Liangyu Chen, Yulan He · Short Papers
23. **[A Step-wise Usage-based Method for Inducing Polysemy-aware Verb Classes](https://aclanthology.org/P14-1097/)**Daisuke Kawahara, Daniel W. Peterson, Martha Palmer · Long Papers
24. **[A Study of Concept-based Weighting Regularization for Medical Records Search](https://aclanthology.org/P14-1057/)**Yue Wang, Xitong Liu, Hui Fang · Long Papers
25. **[A Topic Model for Building Fine-grained Domain-specific Emotion Lexicon](https://aclanthology.org/P14-2069/)**Min Yang, Dingju Zhu, Kam-Pui Chow · Short Papers

[See all 315 papers in ACL 2014 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2014/papers/)

## Papers with our summary in our library (32)

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

1. **[The Stanford CoreNLP Natural Language Processing Toolkit](https://md.research.elamur.ai/free/en/papers/manning-2014-stanford-corenlp-natural-language-processing/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Christopher Manning, Mihai Surdeanu, John Bauer, et al.*2014 · 8,629 citations*
2. **[Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors](https://md.research.elamur.ai/free/en/papers/baroni-2014-don-t-count-predict-systematic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Marco Baroni, Georgiana Dinu, Germán Kruszewski*2014 · 1,690 citations*
3. **[Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification](https://md.research.elamur.ai/free/en/papers/tang-2014-learning-sentiment-specific-word-embedding/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Duyu Tang, Furu Wei, Nan Yang, et al.*2014 · 1,346 citations*
4. **[Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification](https://md.research.elamur.ai/free/en/papers/dong-2014-adaptive-recursive-neural-network-target/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Li Dong, Furu Wei, Chuanqi Tan, et al.*2014 · 1,216 citations*
5. **[Semantic Parsing via Paraphrasing](https://md.research.elamur.ai/free/en/papers/berant-2014-semantic-parsing-paraphrasing/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jonathan Berant, Percy Liang*2014 · 682 citations*
6. **[Fast and Robust Neural Network Joint Models for Statistical Machine Translation](https://md.research.elamur.ai/free/en/papers/devlin-2014-fast-robust-neural-network-joint/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jacob Devlin, Rabih Zbib, Zhongqiang Huang, et al.*2014 · 668 citations*
7. **[Incremental Joint Extraction of Entity Mentions and Relations](https://md.research.elamur.ai/free/en/papers/li-2014-incremental-joint-extraction-entity-mentions/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Qi Li, Heng Ji*2014 · 648 citations*
8. **[Automatic Keyphrase Extraction: A Survey of the State of the Art](https://md.research.elamur.ai/free/en/papers/hasan-2014-automatic-keyphrase-extraction-survey-state/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kazi Saidul Hasan, Vincent Ng*2014 · 590 citations*
9. **[A Discriminative Graph-Based Parser for the Abstract Meaning Representation](https://md.research.elamur.ai/free/en/papers/flanigan-2014-discriminative-graph-based-parser-abstract/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jeffrey Flanigan, Sam Thomson, Jaime Carbonell, et al.*2014 · 508 citations*
10. **[Semantic Parsing for Single-Relation Question Answering](https://md.research.elamur.ai/free/en/papers/yih-2014-semantic-parsing-single-relation-question/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wen-tau Yih, Xiaodong He, Christopher Meek*2014 · 488 citations*
11. **[Tailoring Continuous Word Representations for Dependency Parsing](https://md.research.elamur.ai/free/en/papers/bansal-2014-tailoring-continuous-word-representations-dependency/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mohit Bansal, Kevin Gimpel, Karen Livescu*2014 · 419 citations*
12. **[Multilingual Models for Compositional Distributed Semantics](https://md.research.elamur.ai/free/en/papers/hermann-2014-multilingual-models-compositional-distributed-semantics/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Karl Moritz Hermann, Phil Blunsom*2014 · 376 citations*
13. **[Improving Lexical Embeddings with Semantic Knowledge](https://md.research.elamur.ai/free/en/papers/yu-2014-improving-lexical-embeddings-semantic-knowledge/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mo Yu, Mark Dredze*2014 · 371 citations*
14. **[Metaphor Detection with Cross-Lingual Model Transfer](https://md.research.elamur.ai/free/en/papers/tsvetkov-2014-metaphor-detection-cross-lingual-model/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yulia Tsvetkov, Leonid Boytsov, Anatole Gershman, et al.*2014 · 370 citations*
15. **[Political Ideology Detection Using Recursive Neural Networks](https://md.research.elamur.ai/free/en/papers/iyyer-2014-political-ideology-detection-recursive-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mohit Iyyer, Peter Enns, Jordan Boyd-Graber, et al.*2014 · 369 citations*
16. **[Representation Learning for Text-level Discourse Parsing](https://md.research.elamur.ai/free/en/papers/ji-2014-representation-learning-text-level-discourse/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yangfeng Ji, Jacob Eisenstein*2014 · 345 citations*
17. **[Learning Semantic Hierarchies via Word Embeddings](https://md.research.elamur.ai/free/en/papers/fu-2014-learning-semantic-hierarchies-word-embeddings/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ruiji Fu, Jiang Guo, Bing Qin, et al.*2014 · 327 citations*
18. **[Learning Grounded Meaning Representations with Autoencoders](https://md.research.elamur.ai/free/en/papers/silberer-2014-learning-grounded-meaning-representations-autoencoders/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Carina Silberer, Mirella Lapata*2014 · 287 citations*
19. **[A Bayesian Mixed Effects Model of Literary Character](https://md.research.elamur.ai/free/en/papers/bamman-2014-bayesian-mixed-effects-model-literary/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**David Bamman, Ted Underwood, Noah A. Smith*2014 · 285 citations*
20. [**Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation**Sameer Pradhan, Xiaoqiang Luo, Marta Recasens, et al.*2014 · 284 citations*](https://md.research.elamur.ai/free/en/papers/pradhan-2014-scoring-coreference-partitions-predicted-mentions/)
21. **[A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-Editing](https://md.research.elamur.ai/free/en/papers/feng-2014-linear-time-bottom-up-discourse/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Vanessa Wei Feng, Graeme Hirst*2014 · 250 citations*
22. **[Hybrid Simplification using Deep Semantics and Machine Translation](https://md.research.elamur.ai/free/en/papers/narayan-2014-hybrid-simplification-deep-semantics-machine/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shashi Narayan, Claire Gardent*2014 · 226 citations*
23. **[Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition](https://md.research.elamur.ai/free/en/papers/strakova-2014-open-source-tools-morphology-lemmatization/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jana Straková, Milan Straka, Jan Hajič*2014 · 218 citations*
24. **[Learning a Lexical Simplifier Using Wikipedia](https://md.research.elamur.ai/free/en/papers/horn-2014-learning-lexical-simplifier-wikipedia/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Colby Horn, Cathryn Manduca, David Kauchak*2014 · 198 citations*
25. **[Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)](https://md.research.elamur.ai/free/en/papers/wallace-2014-humans-require-context-infer-ironic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Byron C. Wallace, Do Kook Choe, Laura Kertz, et al.*2014 · 196 citations*

[See all 32 works in ACL 2014 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2014/works/)

## Top topics

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

[Semantic parsing & meaning representation (4)](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Discourse analysis (3)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Machine translation (3)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [English (3)](https://md.research.elamur.ai/free/en/topics/english/) · [Coreference resolution (2)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Dependency parsing (2)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Sentiment & emotion (2)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Multilingual & cross-lingual NLP (2)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Named entity recognition (1)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [Treebanks (1)](https://md.research.elamur.ai/free/en/topics/treebanks/) · [Part-of-speech tagging (1)](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/) · [Question answering (1)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Morphology (1)](https://md.research.elamur.ai/free/en/topics/morphology/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Knowledge graphs & ontologies (1)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/)

**1 more topics**

[Idioms & multiword expressions (1)](https://md.research.elamur.ai/free/en/topics/multiword-expressions/)

## Fields

[Arts and Humanities (32)](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/) · [Social Sciences (2)](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.

[🧑‍🔬**Duyu Tang**2 works here · 2,562 citations](https://md.research.elamur.ai/free/en/authors/duyu-tang/) · [🧑‍🔬**Furu Wei**2 works here · 2,562 citations](https://md.research.elamur.ai/free/en/authors/furu-wei/) · [🧑‍🔬**Ming Zhou**2 works here · 2,562 citations](https://md.research.elamur.ai/free/en/authors/ming-zhou/) · [🧑‍🔬**Bing Qin**2 works here · 1,673 citations](https://md.research.elamur.ai/free/en/authors/bing-qin/) · [🧑‍🔬**Ting Liu**2 works here · 1,673 citations](https://md.research.elamur.ai/free/en/authors/ting-liu/) · [🧑‍🔬**Chris Dyer**2 works here · 878 citations](https://md.research.elamur.ai/free/en/authors/chris-dyer/) · [🧑‍🔬**Vincent Ng**2 works here · 874 citations](https://md.research.elamur.ai/free/en/authors/vincent-ng/) · [🧑‍🔬**Noah A. Smith**2 works here · 793 citations](https://md.research.elamur.ai/free/en/authors/noah-a-smith/) · [🧑‍🔬**Karl Moritz Hermann**2 works here · 530 citations](https://md.research.elamur.ai/free/en/authors/karl-moritz-hermann/) · [🧑‍🔬**Anthony Kroch**2 works here · 26 citations](https://md.research.elamur.ai/free/en/authors/anthony-kroch/) · [🧑‍🔬**Beatrice Santorini**2 works here · 26 citations](https://md.research.elamur.ai/free/en/authors/beatrice-santorini/) · [🧑‍🔬**Seth Kulick**2 works here · 26 citations](https://md.research.elamur.ai/free/en/authors/seth-kulick/)

## Top institutions

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

[🎓**Harbin Institute of Technology** Harbin · China 4 works here](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 4 works here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🏢**Google** Mountain View · United States 2 works here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**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/) · [🎓**University of Oxford** Oxford · United Kingdom 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) · [🎓**Stanford University** Stanford · United States 2 works here](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**University of Stuttgart** Stuttgart · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-stuttgart/) · [🔬**Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento** Lisbon · Portugal 1 work here](https://md.research.elamur.ai/free/en/labs/instituto-de-engenharia-de-sistemas-e-computadores-investigacao-e/) · [🎓**University of Science and Technology of China** Hefei · China 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🏢**Microsoft** Redmond · United States 1 work here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🏢**RTX** Arlington · United States 1 work here](https://md.research.elamur.ai/free/en/companies/rtx/) · [🏢**IBM** Armonk · United States 1 work here](https://md.research.elamur.ai/free/en/companies/ibm/)

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

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