---
title: "ACL 2015 — accepted papers — Elamur Research"
description: "ACL 2015 — accepted papers: 44 papers in the Elamur Research library (Beijing, China), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acl/2015/"
---
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# ACL 2015 — accepted papers

ACL 2015 is the 2015 edition of the Annual Meeting of the Association for Computational Linguistics (ACL), held in Beijing, China, July 2015 (publisher: Association for Computational Linguistics). The ACL Anthology lists 351 papers of it in 4 tracks; our library holds 44 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**351** papers in the proceedings](#all) · [**44** works in our library](https://md.research.elamur.ai/free/en/venues/acl/2015/works/) · [**19,013** citations of these works](https://md.research.elamur.ai/free/en/venues/acl/2015/works/)**Beijing, China** where it was held**July 2015** when

## Tracks

Long Papers 174Short Papers 144Main 25Tutorial Abstracts 8

## All accepted papers (351)

The most cited first; 44 with our summary link to their page here, the others to the original.

1. **[A Computational Approach to Automatic Prediction of Drunk-Texting](https://aclanthology.org/P15-2100/)**Aditya Joshi, Abhijit Mishra, Balamurali AR et al. · Short Papers
2. **[A Computationally Efficient Algorithm for Learning Topical Collocation Models](https://aclanthology.org/P15-1141/)**Zhendong Zhao, Lan Du, Benjamin Börschinger et al. · Long Papers
3. **[A Context-Aware Topic Model for Statistical Machine Translation](https://aclanthology.org/P15-1023/)**Jinsong Su, Deyi Xiong, Yang Liu et al. · Long Papers
4. **[A Convolution Kernel Approach to Identifying Comparisons in Text](https://aclanthology.org/P15-1037/)**Maksim Tkachenko, Hady Lauw · Long Papers
5. **[A Data Sharing and Annotation Service Infrastructure](https://aclanthology.org/P15-4017/)**Stelios Piperidis, Dimitrios Galanis, Juli Bakagianni et al.
6. **[A Data-Driven, Factorization Parser for CCG Dependency Structures](https://aclanthology.org/P15-1149/)**Yantao Du, Weiwei Sun, Xiaojun Wan · Long Papers
7. **[A Deeper Exploration of the Standard PB-SMT Approach to Text Simplification and its Evaluation](https://aclanthology.org/P15-2135/)**Sanja Štajner, Hannah Béchara, Horacio Saggion · Short Papers
8. **[A Dependency-Based Neural Network for Relation Classification](https://aclanthology.org/P15-2047/)**Yang Liu, Furu Wei, Sujian Li et al. · Short Papers
9. **[A Distributed Representation Based Query Expansion Approach for Image Captioning](https://aclanthology.org/P15-2018/)**Semih Yagcioglu, Erkut Erdem, Aykut Erdem et al. · Short Papers
10. **[A Domain-independent Rule-based Framework for Event Extraction](https://aclanthology.org/P15-4022/)**Marco A. Valenzuela-Escárcega, Gus Hahn-Powell, Mihai Surdeanu et al.
11. **[A Dual-Layer Semantic Role Labeling System](https://aclanthology.org/P15-4009/)**Lun-Wei Ku, Shafqat Mumtaz Virk, Yann-Huei Lee
12. **[A Frame of Mind: Using Statistical Models for Detection of Framing and Agenda Setting Campaigns](https://aclanthology.org/P15-1157/)**Oren Tsur, Dan Calacci, David Lazer · Long Papers
13. **[A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets](https://aclanthology.org/P15-2001/)**José Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli · Short Papers
14. **[A Generalisation of Lexical Functions for Composition in Distributional Semantics](https://aclanthology.org/P15-1028/)**Antoine Bride, Tim Van de Cruys, Nicholas Asher · Long Papers
15. **[A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features](https://aclanthology.org/P15-2028/)**Jianfei Yu, Jing Jiang · Short Papers
16. **[A Hierarchical Knowledge Representation for Expert Finding on Social Media](https://aclanthology.org/P15-2102/)**Yanran Li, Wenjie Li, Sujian Li · Short Papers
17. **[A Hierarchical Neural Autoencoder for Paragraphs and Documents](https://aclanthology.org/P15-1107/)**Jiwei Li, Thang Luong, Dan Jurafsky · Long Papers
18. **[A Knowledge-Intensive Model for Prepositional Phrase Attachment](https://aclanthology.org/P15-1036/)**Ndapandula Nakashole, Tom M. Mitchell · Long Papers
19. **[A Language-Independent Feature Schema for Inflectional Morphology](https://md.research.elamur.ai/free/en/papers/glassman-2015-language-independent-feature-schema-inflectional/)**John Sylak-Glassman, Christo Kirov, David Yarowsky et al. · Short Papers*our summary*
20. **[A Lexicalized Tree Kernel for Open Information Extraction](https://aclanthology.org/P15-2046/)**Ying Xu, Christoph Ringlstetter, Mi-Young Kim et al. · Short Papers
21. **[A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering](https://aclanthology.org/P15-2116/)**Di Wang, Eric Nyberg · Short Papers
22. **[A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units](https://aclanthology.org/P15-2137/)**Sandro Bauer, Simone Teufel · Short Papers
23. **[A Multitask Objective to Inject Lexical Contrast into Distributional Semantics](https://aclanthology.org/P15-2004/)**Nghia The Pham, Angeliki Lazaridou, Marco Baroni · Short Papers
24. **[A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing](https://aclanthology.org/P15-1117/)**Hao Zhou, Yue Zhang, Shujian Huang et al. · Long Papers
25. **[A Re-ranking Model for Dependency Parser with Recursive Convolutional Neural Network](https://aclanthology.org/P15-1112/)**Chenxi Zhu, Xipeng Qiu, Xinchi Chen et al. · Long Papers

[See all 351 papers in ACL 2015 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2015/papers/)

## Papers with our summary in our library (44)

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

1. **[Knowledge Graph Embedding via Dynamic Mapping Matrix](https://md.research.elamur.ai/free/en/papers/ji-2015-knowledge-graph-embedding-dynamic-mapping/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Guoliang Ji, Shizhu He, Liheng Xu, et al.*2015 · 1,940 citations*
2. **[Neural Responding Machine for Short-Text Conversation](https://md.research.elamur.ai/free/en/papers/shang-2015-neural-responding-machine-short-text/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lifeng Shang, Zhengdong Lu, Hang Li*2015 · 1,253 citations*
3. **[Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/chen-2015-event-extraction-dynamic-multi-pooling/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yubo Chen, Liheng Xu, Kang Liu, et al.*2015 · 1,175 citations*
4. **[On Using Very Large Target Vocabulary for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/jean-2015-very-large-target-vocabulary-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Sébastien Jean, Kyunghyun Cho, Roland Memisevic, et al.*2015 · 1,005 citations*
5. **[Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base](https://md.research.elamur.ai/free/en/papers/yih-2015-semantic-parsing-staged-query-graph/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wen-tau Yih, Ming-Wei Chang, Xiaodong He, et al.*2015 · 962 citations*
6. **[Leveraging Linguistic Structure For Open Domain Information Extraction](https://md.research.elamur.ai/free/en/papers/angeli-2015-leveraging-linguistic-structure-open-domain/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Gabor Angeli, Melvin Jose Johnson Premkumar, Christopher D. Manning*2015 · 921 citations*
7. **[Deep Unordered Composition Rivals Syntactic Methods for Text Classification](https://md.research.elamur.ai/free/en/papers/iyyer-2015-deep-unordered-composition-rivals-syntactic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.*2015 · 920 citations*
8. **[Compositional Semantic Parsing on Semi-Structured Tables](https://md.research.elamur.ai/free/en/papers/pasupat-2015-compositional-semantic-parsing-semi-structured/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Panupong Pasupat, Percy Liang*2015 · 907 citations*
9. [**Transition-Based Dependency Parsing with Stack Long Short-Term Memory**Chris Dyer, Miguel Ballesteros, Wang Ling, et al.*2015 · 862 citations*](https://md.research.elamur.ai/free/en/papers/dyer-2015-transition-based-dependency-parsing-stack/)
10. **[Addressing the Rare Word Problem in Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/luong-2015-addressing-rare-word-problem-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Thang Luong, Ilya Sutskever, Quoc Le, et al.*2015 · 823 citations*
11. **[Multi-Task Learning for Multiple Language Translation](https://md.research.elamur.ai/free/en/papers/dong-2015-multi-task-learning-multiple-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Daxiang Dong, Hua Wu, Wei He, et al.*2015 · 794 citations*
12. **[Classifying Relations by Ranking with Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/santos-2015-classifying-relations-ranking-convolutional-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Cícero dos Santos, Bing Xiang, Bowen Zhou*2015 · 616 citations*
13. **[Minimum Risk Training for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/shen-2015-minimum-risk-training-neural-machine/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shiqi Shen, Yong Cheng, Zhongjun He, et al.*2015 · 576 citations*
14. **[Event Detection and Domain Adaptation with Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/nguyen-2015-event-detection-domain-adaptation-convolutional/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Thien Huu Nguyen, Ralph Grishman*2015 · 555 citations*
15. **[End-to-end learning of semantic role labeling using recurrent neural networks](https://md.research.elamur.ai/free/en/papers/zhou-2015-end-end-learning-semantic-role/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jie Zhou, Wei Xu*2015 · 466 citations*
16. **[Harnessing Context Incongruity for Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/joshi-2015-harnessing-context-incongruity-sarcasm-detection/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Aditya Joshi, Vinita Sharma, Pushpak Bhattacharyya*2015 · 417 citations*
17. [**PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification**Ellie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, et al.*2015 · 414 citations*](https://md.research.elamur.ai/free/en/papers/pavlick-2015-ppdb-2-0-better-paraphrase/)
18. **[The Media Frames Corpus: Annotations of Frames Across Issues](https://md.research.elamur.ai/free/en/papers/card-2015-media-frames-corpus-annotations-frames/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dallas Card, Amber E. Boydstun, Justin H. Gross, et al.*2015 · 359 citations*
19. **[SensEmbed: Learning Sense Embeddings for Word and Relational Similarity](https://md.research.elamur.ai/free/en/papers/iacobacci-2015-sensembed-learning-sense-embeddings-word/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli*2015 · 349 citations*
20. **[Compositional Vector Space Models for Knowledge Base Completion](https://md.research.elamur.ai/free/en/papers/neelakantan-2015-compositional-vector-space-models-knowledge/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Arvind Neelakantan, Benjamin Roth, Andrew McCallum*2015 · 281 citations*
21. **[Hubness and Pollution: Delving into Cross-Space Mapping for Zero-Shot Learning](https://md.research.elamur.ai/free/en/papers/lazaridou-2015-hubness-pollution-delving-into-cross/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Angeliki Lazaridou, Georgiana Dinu, Marco Baroni*2015 · 271 citations*
22. **[Cross-lingual Dependency Parsing Based on Distributed Representations](https://md.research.elamur.ai/free/en/papers/guo-2015-cross-lingual-dependency-parsing-based/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jiang Guo, Wanxiang Che, David Yarowsky, et al.*2015 · 269 citations*
23. **[Entity-Centric Coreference Resolution with Model Stacking](https://md.research.elamur.ai/free/en/papers/clark-2015-entity-centric-coreference-resolution-model/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kevin Clark, Christopher D. Manning*2015 · 252 citations*
24. **[Demographic Factors Improve Classification Performance](https://md.research.elamur.ai/free/en/papers/hovy-2015-demographic-factors-improve-classification-performance/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Dirk Hovy*2015 · 244 citations*
25. **[Simplifying Lexical Simplification: Do We Need Simplified Corpora?](https://md.research.elamur.ai/free/en/papers/glavas-2015-simplifying-lexical-simplification-do-we/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Goran Glavaš, Sanja Štajner*2015 · 241 citations*

[See all 44 works in ACL 2015 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acl/2015/works/)

## Top topics

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

[Machine translation (5)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Coreference resolution (4)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Dependency parsing (4)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Semantic role labeling (4)](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [English (4)](https://md.research.elamur.ai/free/en/topics/english/) · [Discourse analysis (3)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Information extraction (3)](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Sentiment & emotion (3)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Knowledge graphs & ontologies (3)](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Semantic parsing & meaning representation (3)](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Multilingual & cross-lingual NLP (2)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Question answering (1)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Lexical semantics & word embeddings (1)](https://md.research.elamur.ai/free/en/topics/lexical-semantics/) · [Morphology (1)](https://md.research.elamur.ai/free/en/topics/morphology/)

## Fields

[Computer Science (43)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (42)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Psychology (3)](https://md.research.elamur.ai/free/en/shelves/psychology/) · [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.

[🧑‍🔬**Noah A. Smith**4 works here · 1,536 citations](https://md.research.elamur.ai/free/en/authors/noah-a-smith/) · [🧑‍🔬**Chris Dyer**3 works here · 1,177 citations](https://md.research.elamur.ai/free/en/authors/chris-dyer/) · [🧑‍🔬**Jun Zhao**2 works here · 3,115 citations](https://md.research.elamur.ai/free/en/authors/jun-zhao/) · [🧑‍🔬**Kang Liu**2 works here · 3,115 citations](https://md.research.elamur.ai/free/en/authors/kang-liu/) · [🧑‍🔬**Liheng Xu**2 works here · 3,115 citations](https://md.research.elamur.ai/free/en/authors/liheng-xu/) · [🧑‍🔬**Hua Wu**2 works here · 1,370 citations](https://md.research.elamur.ai/free/en/authors/hua-wu/) · [🧑‍🔬**Wei He**2 works here · 1,370 citations](https://md.research.elamur.ai/free/en/authors/wei-he/) · [🧑‍🔬**Christopher D. Manning**2 works here · 1,173 citations](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/) · [🧑‍🔬**Haifeng Wang**2 works here · 1,063 citations](https://md.research.elamur.ai/free/en/authors/haifeng-wang/) · [🧑‍🔬**Benjamin Van Durme**2 works here · 489 citations](https://md.research.elamur.ai/free/en/authors/benjamin-van-durme/) · [🧑‍🔬**Chris Callison-Burch**2 works here · 489 citations](https://md.research.elamur.ai/free/en/authors/chris-callison-burch/) · [🧑‍🔬**Ellie Pavlick**2 works here · 489 citations](https://md.research.elamur.ai/free/en/authors/ellie-pavlick/)

## Top institutions

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

[🎓**Carnegie Mellon University** Pittsburgh · United States 5 works here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Johns Hopkins University** Baltimore · United States 4 works here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**Stanford University** Stanford · United States 4 works here](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🏢**Baidu** Beijing · China 4 works here](https://md.research.elamur.ai/free/en/companies/baidu/) · [🎓**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 Massachusetts Amherst** Amherst Center · United States 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-amherst/) · [🔬**Institute of Automation** Beijing · China 2 works here](https://md.research.elamur.ai/free/en/labs/institute-of-automation/) · [🎓**New York University** New York · United States 2 works here](https://md.research.elamur.ai/free/en/universities/new-york-university/) · [🎓**University of Maryland, College Park** College Park · United States 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-maryland-college-park/) · [🎓**University of Pennsylvania** Philadelphia · United States 2 works here](https://md.research.elamur.ai/free/en/universities/university-of-pennsylvania/) · [🎓**Université Paris-Sud** Orsay · France 1 work here](https://md.research.elamur.ai/free/en/universities/universite-paris-sud/) · [🎓**University of Wolverhampton** Wolverhampton · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-wolverhampton/)

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

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