---
title: "EMNLP 2017 — all accepted papers, page 3 — Elamur Research"
description: "All 351 papers of EMNLP 2017 · page 3 of 4, the most cited first; those with our summary link to it."
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# EMNLP 2017: all accepted papers

351 papers · page 3 of 4 · the most cited first · [← EMNLP 2017](https://md.research.elamur.ai/free/en/venues/emnlp/2017/)

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201. **[SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation ↗](https://aclanthology.org/D17-2018/)**Simone Papandrea, Alessandro Raganato, Claudio Delli Bovi · System Demonstrations*31 citations*
202. **[Towards Decoding as Continuous Optimisation in Neural Machine Translation ↗](https://aclanthology.org/D17-1014/)**Cong Duy Vu Hoang, Gholamreza Haffari, Trevor Cohn*31 citations*
203. **[Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU ↗](https://aclanthology.org/D17-1300/)**Jacob Devlin*30 citations*
204. **[TAG Parsing with Neural Networks and Vector Representations of Supertags ↗](https://aclanthology.org/D17-1180/)**Jungo Kasai, Robert Frank, R. Thomas McCoy et al.*30 citations*
205. **[Topic-Based Agreement and Disagreement in US Electoral Manifestos ↗](https://aclanthology.org/D17-1318/)**Stefano Menini, Federico Nanni, Simone Paolo Ponzetto et al.*30 citations*
206. **[A Sub-Character Architecture for Korean Language Processing ↗](https://aclanthology.org/D17-1075/)**Karl Stratos*29 citations*
207. **[ConStance: Modeling Annotation Contexts to Improve Stance Classification ↗](https://aclanthology.org/D17-1116/)**Kenneth Joseph, Lisa Friedland, William Hobbs et al.*29 citations*
208. **[Deciphering Related Languages ↗](https://aclanthology.org/D17-1266/)**Nima Pourdamghani, Kevin Knight*29 citations*
209. **[Demographic-aware word associations ↗](https://aclanthology.org/D17-1242/)**Aparna Garimella, Carmen Banea, Rada Mihalcea*29 citations*
210. **[Identifying Cognate Sets Across Dictionaries of Related Languages ↗](https://aclanthology.org/D17-1267/)**Adam St Arnaud, David Beck, Grzegorz Kondrak*29 citations*
211. **[Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain ↗](https://aclanthology.org/D17-1113/)**Luana Bulat, Stephen Clark, Ekaterina Shutova*29 citations*
212. **[The Promise of Premise: Harnessing Question Premises in Visual Question Answering ↗](https://aclanthology.org/D17-1097/)**Aroma Mahendru, Viraj Prabhu, Akrit Mohapatra et al.*29 citations*
213. **[CRF Autoencoder for Unsupervised Dependency Parsing ↗](https://aclanthology.org/D17-1171/)**Jiong Cai, Yong Jiang, Kewei Tu*28 citations*
214. **[Dynamic Data Selection for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/wees-2017-dynamic-data-selection-neural-machine/)**Marlies van der Wees, Arianna Bisazza, Christof Monz*28 citations · our summary*
215. **[Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures ↗](https://aclanthology.org/D17-1274/)**Lifu Huang, Avirup Sil, Heng Ji et al.*28 citations*
216. **[Learning Contextually Informed Representations for Linear-Time Discourse Parsing](https://md.research.elamur.ai/free/en/papers/liu-2017-learning-contextually-informed-representations-linear/)**Yang Liu, Mirella Lapata*28 citations · our summary*
217. **[Piecewise Latent Variables for Neural Variational Text Processing ↗](https://aclanthology.org/D17-1043/)**Iulian Vlad Serban, Alexander G. Ororbia, Joelle Pineau et al.*28 citations*
218. **[A Mention-Ranking Model for Abstract Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/marasovic-2017-mention-ranking-model-abstract-anaphora/)**Ana Marasović, Leo Born, Juri Opitz et al.*27 citations · our summary*
219. **[Accurate Supervised and Semi-Supervised Machine Reading for Long Documents ↗](https://aclanthology.org/D17-1214/)**Daniel Hewlett, Llion Jones, Alexandre Lacoste et al.*27 citations*
220. **[LangPro: Natural Language Theorem Prover ↗](https://aclanthology.org/D17-2020/)**Lasha Abzianidze · System Demonstrations*27 citations*
221. **[Learning Word Relatedness over Time ↗](https://aclanthology.org/D17-1121/)**Guy D. Rosin, Eytan Adar, Kira Radinsky*27 citations*
222. **[Semi-supervised Structured Prediction with Neural CRF Autoencoder ↗](https://aclanthology.org/D17-1179/)**Xiao Zhang, Yong Jiang, Hao Peng et al.*27 citations*
223. **[Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps ↗](https://aclanthology.org/D17-1320/)**Tobias Falke, Iryna Gurevych*26 citations*
224. **[Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation ↗](https://aclanthology.org/D17-1272/)**Carolin Lawrence, Artem Sokolov, Stefan Riezler*26 citations*
225. **[Entity Linking for Queries by Searching Wikipedia Sentences ↗](https://aclanthology.org/D17-1007/)**Chuanqi Tan, Furu Wei, Pengjie Ren et al.*26 citations*
226. **[Globally Normalized Reader ↗](https://aclanthology.org/D17-1111/)**Jonathan Raiman, John Miller*26 citations*
227. **[Knowledge Distillation for Bilingual Dictionary Induction ↗](https://aclanthology.org/D17-1264/)**Ndapandula Nakashole, Raphael Flauger*26 citations*
228. **[SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies ↗](https://aclanthology.org/D17-2005/)**Felix Stahlberg, Eva Hasler, Danielle Saunders et al. · System Demonstrations*26 citations*
229. **[Asking too much? The rhetorical role of questions in political discourse ↗](https://aclanthology.org/D17-1164/)**Justine Zhang, Arthur Spirling, Cristian Danescu-Niculescu-Mizil*25 citations*
230. **[Opinion Recommendation Using A Neural Model ↗](https://aclanthology.org/D17-1170/)**Zhongqing Wang, Yue Zhang*24 citations*
231. **[Towards Debate Automation: a Recurrent Model for Predicting Debate Winners ↗](https://aclanthology.org/D17-1261/)**Peter Potash, Anna Rumshisky*24 citations*
232. **[Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars ↗](https://aclanthology.org/D17-1236/)**Arash Eshghi, Igor Shalyminov, Oliver Lemon*23 citations*
233. **[Sound-Word2Vec: Learning Word Representations Grounded in Sounds ↗](https://aclanthology.org/D17-1096/)**Ashwin Vijayakumar, Ramakrishna Vedantam, Devi Parikh*23 citations*
234. **[Stack-based Multi-layer Attention for Transition-based Dependency Parsing ↗](https://aclanthology.org/D17-1175/)**Zhirui Zhang, Shujie Liu, Mu Li et al.*23 citations*
235. **[World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions ↗](https://aclanthology.org/D17-1086/)**Teng Long, Emmanuel Bengio, Ryan Lowe et al.*23 citations*
236. **[Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters ↗](https://aclanthology.org/D17-1055/)**Min Yang, Jincheng Mei, Heng Ji et al.*22 citations*
237. **[Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision ↗](https://aclanthology.org/D17-1252/)**Haoruo Peng, Ming-Wei Chang, Wen-tau Yih*22 citations*
238. **[Dependency Grammar Induction with Neural Lexicalization and Big Training Data ↗](https://aclanthology.org/D17-1176/)**Wenjuan Han, Yong Jiang, Kewei Tu*21 citations*
239. **[Do LSTMs really work so well for PoS tagging? – A replication study ↗](https://aclanthology.org/D17-1076/)**Tobias Horsmann, Torsten Zesch*21 citations*
240. **[Filling the Blanks (hint: plural noun) for Mad Libs Humor ↗](https://aclanthology.org/D17-1067/)**Nabil Hossain, John Krumm, Lucy Vanderwende et al.*21 citations*
241. **[Measuring Thematic Fit with Distributional Feature Overlap ↗](https://aclanthology.org/D17-1068/)**Enrico Santus, Emmanuele Chersoni, Alessandro Lenci et al.*21 citations*
242. **[Neural Discontinuous Constituency Parsing ↗](https://aclanthology.org/D17-1174/)**Miloš Stanojević, Raquel G. Alhama*21 citations*
243. **[Towards a Universal Sentiment Classifier in Multiple languages ↗](https://aclanthology.org/D17-1053/)**Kui Xu, Xiaojun Wan*21 citations*
244. **[Interactive Abstractive Summarization for Event News Tweets ↗](https://aclanthology.org/D17-2019/)**Ori Shapira, Hadar Ronen, Meni Adler et al. · System Demonstrations*20 citations*
245. **[Learning to Rank Semantic Coherence for Topic Segmentation ↗](https://aclanthology.org/D17-1139/)**Liang Wang, Sujian Li, Yajuan Lv et al.*20 citations*
246. **[Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks ↗](https://aclanthology.org/D17-1255/)**Hadi Amiri, Timothy Miller, Guergana Savova*20 citations*
247. **[All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media ↗](https://aclanthology.org/D17-1240/)**Jasabanta Patro, Bidisha Samanta, Saurabh Singh et al.*19 citations*
248. **[Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext ↗](https://aclanthology.org/D17-1026/)**John Wieting, Jonathan Mallinson, Kevin Gimpel*19 citations*
249. **[Author-aware Aspect Topic Sentiment Model to Retrieve Supporting Opinions from Reviews ↗](https://aclanthology.org/D17-1049/)**Lahari Poddar, Wynne Hsu, Mong Li Lee*18 citations*
250. **[Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation ↗](https://aclanthology.org/D17-1262/)**Qingsong Ma, Yvette Graham, Timothy Baldwin et al.*18 citations*
251. **[Identifying Humor in Reviews using Background Text Sources ↗](https://aclanthology.org/D17-1051/)**Alex Morales, Chengxiang Zhai*18 citations*
252. **[Learning Translations via Matrix Completion ↗](https://aclanthology.org/D17-1152/)**Derry Tanti Wijaya, Brendan Callahan, John Hewitt et al.*18 citations*
253. **[Paradigm Completion for Derivational Morphology ↗](https://aclanthology.org/D17-1074/)**Ryan Cotterell, Ekaterina Vylomova, Huda Khayrallah et al.*18 citations*
254. **[Word Re-Embedding via Manifold Dimensionality Retention ↗](https://aclanthology.org/D17-1033/)**Souleiman Hasan, Edward Curry*18 citations*
255. **[A Simpler and More Generalizable Story Detector using Verb and Character Features ↗](https://aclanthology.org/D17-1287/)**Joshua Eisenberg, Mark Finlayson*17 citations*
256. **[Idiom-Aware Compositional Distributed Semantics ↗](https://aclanthology.org/D17-1124/)**Pengfei Liu, Kaiyu Qian, Xipeng Qiu et al.*17 citations*
257. **[KGEval: Accuracy Estimation of Automatically Constructed Knowledge Graphs ↗](https://aclanthology.org/D17-1183/)**Prakhar Ojha, Partha Talukdar*17 citations*
258. **[A Factored Neural Network Model for Characterizing Online Discussions in Vector Space ↗](https://aclanthology.org/D17-1243/)**Hao Cheng, Hao Fang, Mari Ostendorf*16 citations*
259. **[Importance sampling for unbiased on-demand evaluation of knowledge base population ↗](https://aclanthology.org/D17-1109/)**Arun Chaganty, Ashwin Paranjape, Percy Liang et al.*16 citations*
260. **[Speech segmentation with a neural encoder model of working memory ↗](https://aclanthology.org/D17-1112/)**Micha Elsner, Cory Shain*16 citations*
261. **[Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones ↗](https://aclanthology.org/D17-1199/)**Zhenisbek Assylbekov, Rustem Takhanov, Bagdat Myrzakhmetov et al.*16 citations*
262. **[What is it? Disambiguating the different readings of the pronoun `it'](https://md.research.elamur.ai/free/en/papers/loaiciga-2017-what-is-it-disambiguating-different/)**Sharid Loáiciga, Liane Guillou, Christian Hardmeier*16 citations · our summary*
263. **[Charmanteau: Character Embedding Models For Portmanteau Creation ↗](https://aclanthology.org/D17-1315/)**Varun Gangal, Harsh Jhamtani, Graham Neubig et al.*15 citations*
264. **[Efficient Discontinuous Phrase-Structure Parsing via the Generalized Maximum Spanning Arborescence ↗](https://aclanthology.org/D17-1172/)**Caio Corro, Joseph Le Roux, Mathieu Lacroix*15 citations*
265. **[Exploring Vector Spaces for Semantic Relations ↗](https://aclanthology.org/D17-1193/)**Kata Gábor, Haïfa Zargayouna, Isabelle Tellier et al.*15 citations*
266. **[Finding Patterns in Noisy Crowds: Regression-based Annotation Aggregation for Crowdsourced Data ↗](https://aclanthology.org/D17-1204/)**Natalie Parde, Rodney Nielsen*15 citations*
267. **[Identifying Semantically Deviating Outlier Documents ↗](https://aclanthology.org/D17-1291/)**Honglei Zhuang, Chi Wang, Fangbo Tao et al.*15 citations*
268. **[Monolingual Phrase Alignment on Parse Forests ↗](https://aclanthology.org/D17-1001/)**Yuki Arase, Junichi Tsujii*15 citations*
269. **[Affordable On-line Dialogue Policy Learning ↗](https://aclanthology.org/D17-1234/)**Cheng Chang, Runzhe Yang, Lu Chen et al.*14 citations*
270. **[Exploiting Word Internal Structures for Generic Chinese Sentence Representation ↗](https://aclanthology.org/D17-1029/)**Shaonan Wang, Jiajun Zhang, Chengqing Zong*14 citations*
271. **[Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation ↗](https://aclanthology.org/D17-1275/)**Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick et al.*14 citations*
272. **[Image Pivoting for Learning Multilingual Multimodal Representations ↗](https://aclanthology.org/D17-1303/)**Spandana Gella, Rico Sennrich, Frank Keller et al.*14 citations*
273. **[Learning What's Easy: Fully Differentiable Neural Easy-First Taggers ↗](https://aclanthology.org/D17-1036/)**André F. T. Martins, Julia Kreutzer*14 citations*
274. **[Multi-Grained Chinese Word Segmentation ↗](https://aclanthology.org/D17-1072/)**Chen Gong, Zhenghua Li, Min Zhang et al.*14 citations*
275. **[Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants ↗](https://aclanthology.org/D17-1194/)**Andrey Kutuzov, Erik Velldal, Lilja Øvrelid*14 citations*
276. **[“i have a feeling trump will win..................”: Forecasting Winners and Losers from User Predictions on Twitter ↗](https://aclanthology.org/D17-1166/)**Sandesh Swamy, Alan Ritter, Marie-Catherine de Marneffe*14 citations*
277. **[The Labeled Segmentation of Printed Books ↗](https://aclanthology.org/D17-1077/)**Lara McConnaughey, Jennifer Dai, David Bamman*13 citations*
278. **[A Simple Language Model based on PMI Matrix Approximations ↗](https://aclanthology.org/D17-1198/)**Oren Melamud, Ido Dagan, Jacob Goldberger*12 citations*
279. **[Affinity-Preserving Random Walk for Multi-Document Summarization ↗](https://aclanthology.org/D17-1020/)**Kexiang Wang, Tianyu Liu, Zhifang Sui et al.*12 citations*
280. **[An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective ↗](https://aclanthology.org/D17-1131/)**Jie Zhao, Yu Su, Ziyu Guan et al.*12 citations*
281. **[Inducing Semantic Micro-Clusters from Deep Multi-View Representations of Novels ↗](https://aclanthology.org/D17-1200/)**Lea Frermann, György Szarvas*12 citations*
282. **[Predicting Word Association Strengths ↗](https://aclanthology.org/D17-1132/)**Andrew Cattle, Xiaojuan Ma*12 citations*
283. **[Preserving Distributional Information in Dialogue Act Classification](https://md.research.elamur.ai/free/en/papers/tran-2017-preserving-distributional-information-dialogue-act/)**Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari*12 citations · our summary*
284. **[Segmentation-Free Word Embedding for Unsegmented Languages ↗](https://aclanthology.org/D17-1080/)**Takamasa Oshikiri*12 citations*
285. **[The Impact of Modeling Overall Argumentation with Tree Kernels ↗](https://aclanthology.org/D17-1253/)**Henning Wachsmuth, Giovanni Da San Martino, Dora Kiesel et al.*12 citations*
286. **[CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles ↗](https://aclanthology.org/D17-1205/)**Chenguang Wang, Alan Akbik, Laura Chiticariu et al.*11 citations*
287. **[Classification of telicity using cross-linguistic annotation projection ↗](https://aclanthology.org/D17-1271/)**Annemarie Friedrich, Damyana Gateva*11 citations*
288. **[GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques ↗](https://aclanthology.org/D17-2004/)**Tobias Falke, Iryna Gurevych · System Demonstrations*11 citations*
289. **[Incremental Graph-based Neural Dependency Parsing ↗](https://aclanthology.org/D17-1173/)**Xiaoqing Zheng*11 citations*
290. **[Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model ↗](https://aclanthology.org/D17-1093/)**Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti*11 citations*
291. **[Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers ↗](https://aclanthology.org/D17-1083/)**Mark Hopkins, Cristian Petrescu-Prahova, Roie Levin et al.*10 citations*
292. **[Determining Semantic Textual Similarity using Natural Deduction Proofs ↗](https://aclanthology.org/D17-1071/)**Hitomi Yanaka, Koji Mineshima, Pascual Martínez-Gómez et al.*10 citations*
293. **[Does syntax help discourse segmentation? Not so much ↗](https://aclanthology.org/D17-1258/)**Chloé Braud, Ophélie Lacroix, Anders Søgaard*10 citations*
294. **[Sequence Effects in Crowdsourced Annotations ↗](https://aclanthology.org/D17-1306/)**Nitika Mathur, Timothy Baldwin, Trevor Cohn*10 citations*
295. **[Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space ↗](https://aclanthology.org/D17-1015/)**Nikita Kitaev, Dan Klein*10 citations*
296. **[Recovering Question Answering Errors via Query Revision ↗](https://aclanthology.org/D17-1094/)**Semih Yavuz, Izzeddin Gur, Yu Su et al.*9 citations*
297. **[Revisiting Selectional Preferences for Coreference Resolution](https://md.research.elamur.ai/free/en/papers/heinzerling-2017-revisiting-selectional-preferences-coreference-resolution/)**Benjamin Heinzerling, Nafise Sadat Moosavi, Michael Strube*9 citations · our summary*
298. **[Unfolding and Shrinking Neural Machine Translation Ensembles ↗](https://aclanthology.org/D17-1208/)**Felix Stahlberg, Bill Byrne*9 citations*
299. **[An Insight Extraction System on BioMedical Literature with Deep Neural Networks ↗](https://aclanthology.org/D17-1285/)**Hua He, Kris Ganjam, Navendu Jain et al.*8 citations*
300. **[Distinguishing Japanese Non-standard Usages from Standard Ones ↗](https://aclanthology.org/D17-1246/)**Tatsuya Aoki, Ryohei Sasano, Hiroya Takamura et al.*8 citations*

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