---
title: "EMNLP 2018 — all accepted papers, page 4 — Elamur Research"
description: "All 584 papers of EMNLP 2018 · page 4 of 6, the most cited first; those with our summary link to it."
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# EMNLP 2018: all accepted papers

584 papers · page 4 of 6 · the most cited first · [← EMNLP 2018](https://md.research.elamur.ai/free/en/venues/emnlp/2018/)

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301. **[Surprisingly Easy Hard-Attention for Sequence to Sequence Learning ↗](https://aclanthology.org/D18-1065/)**Shiv Shankar, Siddhant Garg, Sunita Sarawagi*37 citations*
302. **[Temporal Information Extraction by Predicting Relative Time-lines ↗](https://aclanthology.org/D18-1155/)**Artuur Leeuwenberg, Marie-Francine Moens*37 citations*
303. **[An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation ↗](https://aclanthology.org/D18-1075/)**Liangchen Luo, Jingjing Xu, Junyang Lin et al.*36 citations*
304. **[Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences ↗](https://aclanthology.org/D18-1479/)**Yi Tay, Anh Tuan Luu, Siu Cheung Hui*36 citations*
305. **[Context and Copying in Neural Machine Translation ↗](https://aclanthology.org/D18-1339/)**Rebecca Knowles, Philipp Koehn*35 citations*
306. **[Extractive Adversarial Networks: High-Recall Explanations for Identifying Personal Attacks in Social Media Posts ↗](https://aclanthology.org/D18-1386/)**Samuel Carton, Qiaozhu Mei, Paul Resnick*35 citations*
307. **[Learning Unsupervised Word Translations Without Adversaries ↗](https://aclanthology.org/D18-1063/)**Tanmoy Mukherjee, Makoto Yamada, Timothy Hospedales*35 citations*
308. **[Multilingual Clustering of Streaming News ↗](https://aclanthology.org/D18-1483/)**Sebastião Miranda, Artūrs Znotiņš, Shay B. Cohen et al.*35 citations*
309. **[The Remarkable Benefit of User-Level Aggregation for Lexical-based Population-Level Predictions ↗](https://aclanthology.org/D18-1148/)**Salvatore Giorgi, Daniel Preoţiuc-Pietro, Anneke Buffone et al.*35 citations*
310. **[Closed-Book Training to Improve Summarization Encoder Memory ↗](https://aclanthology.org/D18-1440/)**Yichen Jiang, Mohit Bansal*34 citations*
311. **[Disfluency Detection using Auto-Correlational Neural Networks ↗](https://aclanthology.org/D18-1490/)**Paria Jamshid Lou, Peter Anderson, Mark Johnson*34 citations*
312. **[Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder ↗](https://aclanthology.org/D18-1101/)**Yunsu Kim, Jiahui Geng, Hermann Ney*34 citations*
313. **[Mapping natural language commands to web elements ↗](https://aclanthology.org/D18-1540/)**Panupong Pasupat, Tian-Shun Jiang, Evan Liu et al.*34 citations*
314. **[Neural Multitask Learning for Simile Recognition ↗](https://aclanthology.org/D18-1183/)**Lizhen Liu, Xiao Hu, Wei Song et al.*34 citations*
315. **[APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning ↗](https://aclanthology.org/D18-1445/)**Yang Gao, Christian M. Meyer, Iryna Gurevych*33 citations*
316. **[Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models ↗](https://aclanthology.org/D18-1169/)**Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov et al.*33 citations*
317. **[Direct Output Connection for a High-Rank Language Model ↗](https://aclanthology.org/D18-1489/)**Sho Takase, Jun Suzuki, Masaaki Nagata*33 citations*
318. **[Exploiting Contextual Information via Dynamic Memory Network for Event Detection ↗](https://aclanthology.org/D18-1127/)**Shaobo Liu, Rui Cheng, Xiaoming Yu et al.*33 citations*
319. **[Synthetic Data Made to Order: The Case of Parsing ↗](https://aclanthology.org/D18-1163/)**Dingquan Wang, Jason Eisner*33 citations*
320. **[XL-NBT: A Cross-lingual Neural Belief Tracking Framework ↗](https://aclanthology.org/D18-1038/)**Wenhu Chen, Jianshu Chen, Yu Su et al.*33 citations*
321. **[Evaluating the Utility of Hand-crafted Features in Sequence Labelling ↗](https://aclanthology.org/D18-1310/)**Minghao Wu, Fei Liu, Trevor Cohn*32 citations*
322. **[Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction ↗](https://aclanthology.org/D18-1125/)**Ge Shi, Chong Feng, Lifu Huang et al.*32 citations*
323. **[Identifying Well-formed Natural Language Questions ↗](https://aclanthology.org/D18-1091/)**Manaal Faruqui, Dipanjan Das*32 citations*
324. **[Learning Personas from Dialogue with Attentive Memory Networks ↗](https://aclanthology.org/D18-1284/)**Eric Chu, Prashanth Vijayaraghavan, Deb Roy*32 citations*
325. **[LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs ↗](https://aclanthology.org/D18-1532/)**Daniel Kondratyuk, Tomáš Gavenčiak, Milan Straka et al.*32 citations*
326. **[Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package ↗](https://aclanthology.org/D18-2021/)**Ajay Patel, Alexander Sands, Chris Callison-Burch et al. · System Demonstrations*32 citations*
327. **[Hierarchical Quantized Representations for Script Generation ↗](https://aclanthology.org/D18-1413/)**Noah Weber, Leena Shekhar, Niranjan Balasubramanian et al.*31 citations*
328. **[QuaSE: Sequence Editing under Quantifiable Guidance ↗](https://aclanthology.org/D18-1420/)**Yi Liao, Lidong Bing, Piji Li et al.*31 citations*
329. **[Using active learning to expand training data for implicit discourse relation recognition](https://md.research.elamur.ai/free/en/papers/xu-2018-active-learning-expand-training-data/)**Yang Xu, Yu Hong, Huibin Ruan et al.*31 citations · our summary*
330. **[A Knowledge Hunting Framework for Common Sense Reasoning ↗](https://aclanthology.org/D18-1220/)**Ali Emami, Noelia De La Cruz, Adam Trischler et al.*30 citations*
331. **[Incorporating Background Knowledge into Video Description Generation ↗](https://aclanthology.org/D18-1433/)**Spencer Whitehead, Heng Ji, Mohit Bansal et al.*30 citations*
332. **[Learning Neural Representation for CLIR with Adversarial Framework ↗](https://aclanthology.org/D18-1212/)**Bo Li, Ping Cheng*30 citations*
333. **[Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching ↗](https://aclanthology.org/D18-1517/)**Weiyi Lu, Thien Huu Nguyen*30 citations*
334. **[Speeding Up Neural Machine Translation Decoding by Cube Pruning ↗](https://aclanthology.org/D18-1460/)**Wen Zhang, Liang Huang, Yang Feng et al.*30 citations*
335. **[Supervised Clustering of Questions into Intents for Dialog System Applications ↗](https://aclanthology.org/D18-1254/)**Iryna Haponchyk, Antonio Uva, Seunghak Yu et al.*30 citations*
336. **[A Discriminative Latent-Variable Model for Bilingual Lexicon Induction ↗](https://aclanthology.org/D18-1042/)**Sebastian Ruder, Ryan Cotterell, Yova Kementchedjhieva et al.*29 citations*
337. **[Addressing Troublesome Words in Neural Machine Translation ↗](https://aclanthology.org/D18-1036/)**Yang Zhao, Jiajun Zhang, Zhongjun He et al.*29 citations*
338. **[Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation ↗](https://aclanthology.org/D18-1510/)**Chenze Shao, Xilin Chen, Yang Feng*29 citations*
339. **[Multimodal Differential Network for Visual Question Generation ↗](https://aclanthology.org/D18-1434/)**Badri Narayana Patro, Sandeep Kumar, Vinod Kumar Kurmi et al.*29 citations*
340. **[NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation ↗](https://aclanthology.org/D18-1463/)**Xiaoyu Shen, Hui Su, Wenjie Li et al.*29 citations*
341. **[Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension ↗](https://aclanthology.org/D18-2007/)**Shusen Liu, Tao Li, Zhimin Li et al. · System Demonstrations*29 citations*
342. **[WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community ↗](https://aclanthology.org/D18-1305/)**Yiqing Hua, Cristian Danescu-Niculescu-Mizil, Dario Taraborelli et al.*29 citations*
343. **[Cross-Pair Text Representations for Answer Sentence Selection ↗](https://aclanthology.org/D18-1240/)**Kateryna Tymoshenko, Alessandro Moschitti*28 citations*
344. **[Learning Universal Sentence Representations with Mean-Max Attention Autoencoder ↗](https://aclanthology.org/D18-1481/)**Minghua Zhang, Yunfang Wu, Weikang Li et al.*28 citations*
345. **[Lexicosyntactic Inference in Neural Models ↗](https://aclanthology.org/D18-1501/)**Aaron Steven White, Rachel Rudinger, Kyle Rawlins et al.*28 citations*
346. **[Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing ↗](https://aclanthology.org/D18-1037/)**Jetic Gū, Hassan S. Shavarani, Anoop Sarkar*28 citations*
347. **[A Computational Exploration of Exaggeration ↗](https://aclanthology.org/D18-1367/)**Enrica Troiano, Carlo Strapparava, Gözde Özbal et al.*27 citations*
348. **[A Graph-theoretic Summary Evaluation for ROUGE ↗](https://aclanthology.org/D18-1085/)**Elaheh ShafieiBavani, Mohammad Ebrahimi, Raymond Wong et al.*27 citations*
349. **[Frustratingly Easy Model Ensemble for Abstractive Summarization ↗](https://aclanthology.org/D18-1449/)**Hayato Kobayashi*27 citations*
350. **[Playing 20 Question Game with Policy-Based Reinforcement Learning ↗](https://aclanthology.org/D18-1361/)**Huang Hu, Xianchao Wu, Bingfeng Luo et al.*27 citations*
351. **[SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications ↗](https://aclanthology.org/D18-1189/)**Zexuan Zhong, Jiaqi Guo, Wei Yang et al.*27 citations*
352. **[What It Takes to Achieve 100% Condition Accuracy on WikiSQL ↗](https://aclanthology.org/D18-1197/)**Semih Yavuz, Izzeddin Gur, Yu Su et al.*27 citations*
353. **[A Stable and Effective Learning Strategy for Trainable Greedy Decoding ↗](https://aclanthology.org/D18-1035/)**Yun Chen, Victor O.K. Li, Kyunghyun Cho et al.*26 citations*
354. **[Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment ↗](https://aclanthology.org/D18-1209/)**Dinghan Shen, Xinyuan Zhang, Ricardo Henao et al.*26 citations*
355. **[Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information ↗](https://aclanthology.org/D18-1070/)**Dirk Hovy, Tommaso Fornaciari*26 citations*
356. **[Making “fetch” happen: The influence of social and linguistic context on nonstandard word growth and decline ↗](https://aclanthology.org/D18-1467/)**Ian Stewart, Jacob Eisenstein*26 citations*
357. **[Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations ↗](https://aclanthology.org/D18-1266/)**Dipendra Misra, Ming-Wei Chang, Xiaodong He et al.*26 citations*
358. **[Session-level Language Modeling for Conversational Speech ↗](https://aclanthology.org/D18-1296/)**Wayne Xiong, Lingfeng Wu, Jun Zhang et al.*26 citations*
359. **[Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation ↗](https://aclanthology.org/D18-1335/)**Parnia Bahar, Christopher Brix, Hermann Ney*26 citations*
360. **[Associative Multichannel Autoencoder for Multimodal Word Representation ↗](https://aclanthology.org/D18-1011/)**Shaonan Wang, Jiajun Zhang, Chengqing Zong*25 citations*
361. **[Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging ↗](https://aclanthology.org/D18-1143/)**Nayeon Lee, Chien-Sheng Wu, Pascale Fung*25 citations*
362. **[Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism ↗](https://aclanthology.org/D18-1333/)**Longyue Wang, Zhaopeng Tu, Andy Way et al.*25 citations*
363. **[Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification ↗](https://aclanthology.org/D18-1347/)**Kelsey Ball, Dan Garrette*25 citations*
364. **[Regular Expression Guided Entity Mention Mining from Noisy Web Data ↗](https://aclanthology.org/D18-1224/)**Shanshan Zhang, Lihong He, Slobodan Vucetic et al.*25 citations*
365. **[Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method ↗](https://aclanthology.org/D18-1297/)**Yahui Liu, Wei Bi, Jun Gao et al.*25 citations*
366. **[What do character-level models learn about morphology? The case of dependency parsing ↗](https://aclanthology.org/D18-1278/)**Clara Vania, Andreas Grivas, Adam Lopez*25 citations*
367. **[Cross-lingual Lexical Sememe Prediction ↗](https://aclanthology.org/D18-1033/)**Fanchao Qi, Yankai Lin, Maosong Sun et al.*24 citations*
368. **[Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation ↗](https://aclanthology.org/D18-1357/)**Renjie Zheng, Mingbo Ma, Liang Huang*24 citations*
369. **[Native Language Identification with User Generated Content ↗](https://aclanthology.org/D18-1395/)**Gili Goldin, Ella Rabinovich, Shuly Wintner*24 citations*
370. **[Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning ↗](https://aclanthology.org/D18-1031/)**Weichao Wang, Shi Feng, Wei Gao et al.*24 citations*
371. **[Put It Back: Entity Typing with Language Model Enhancement ↗](https://aclanthology.org/D18-1121/)**Ji Xin, Hao Zhu, Xu Han et al.*24 citations*
372. **[Sentiment Classification towards Question-Answering with Hierarchical Matching Network ↗](https://aclanthology.org/D18-1401/)**Chenlin Shen, Changlong Sun, Jingjing Wang et al.*24 citations*
373. **[The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation ↗](https://aclanthology.org/D18-1313/)**Arianna Bisazza, Clara Tump*24 citations*
374. **[Towards Semi-Supervised Learning for Deep Semantic Role Labeling ↗](https://aclanthology.org/D18-1538/)**Sanket Vaibhav Mehta, Jay Yoon Lee, Jaime Carbonell*24 citations*
375. **[Uncertainty-aware generative models for inferring document class prevalence ↗](https://aclanthology.org/D18-1487/)**Katherine A. Keith, Brendan O'Connor*24 citations*
376. **[Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification ↗](https://aclanthology.org/D18-1381/)**Yi Tay, Anh Tuan Luu, Siu Cheung Hui et al.*23 citations*
377. **[Large Margin Neural Language Model ↗](https://aclanthology.org/D18-1150/)**Jiaji Huang, Yi Li, Wei Ping et al.*23 citations*
378. **[Multi-Source Syntactic Neural Machine Translation ↗](https://aclanthology.org/D18-1327/)**Anna Currey, Kenneth Heafield*23 citations*
379. **[Neural Latent Relational Analysis to Capture Lexical Semantic Relations in a Vector Space ↗](https://aclanthology.org/D18-1058/)**Koki Washio, Tsuneaki Kato*23 citations*
380. **[Rational Recurrences ↗](https://aclanthology.org/D18-1152/)**Hao Peng, Roy Schwartz, Sam Thomson et al.*23 citations*
381. **[Siamese Network-Based Supervised Topic Modeling ↗](https://aclanthology.org/D18-1494/)**Minghui Huang, Yanghui Rao, Yuwei Liu et al.*23 citations*
382. **[A Genre-Aware Attention Model to Improve the Likability Prediction of Books ↗](https://aclanthology.org/D18-1375/)**Suraj Maharjan, Manuel Montes, Fabio A. González et al.*22 citations*
383. **[A Nil-Aware Answer Extraction Framework for Question Answering ↗](https://aclanthology.org/D18-1456/)**Souvik Kundu, Hwee Tou Ng*22 citations*
384. **[Data2Text Studio: Automated Text Generation from Structured Data ↗](https://aclanthology.org/D18-2003/)**Longxu Dou, Guanghui Qin, Jinpeng Wang et al. · System Demonstrations*22 citations*
385. **[Learning Context-Sensitive Convolutional Filters for Text Processing ↗](https://aclanthology.org/D18-1210/)**Dinghan Shen, Martin Renqiang Min, Yitong Li et al.*22 citations*
386. **[Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation ↗](https://aclanthology.org/D18-1331/)**Junyang Lin, Xu Sun, Xuancheng Ren et al.*22 citations*
387. **[Sanskrit Sandhi Splitting using seq2(seq)2 ↗](https://aclanthology.org/D18-1530/)**Rahul Aralikatte, Neelamadhav Gantayat, Naveen Panwar et al.*22 citations*
388. **[Structured Alignment Networks for Matching Sentences ↗](https://aclanthology.org/D18-1184/)**Yang Liu, Matt Gardner, Mirella Lapata*22 citations*
389. **[Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation ↗](https://aclanthology.org/D18-1286/)**Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez et al.*22 citations*
390. **[Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study ↗](https://aclanthology.org/D18-1500/)**John P. Lalor, Hao Wu, Tsendsuren Munkhdalai et al.*22 citations*
391. **[Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? ↗](https://aclanthology.org/D18-1365/)**Fréderic Godin, Kris Demuynck, Joni Dambre et al.*21 citations*
392. **[Heuristically Informed Unsupervised Idiom Usage Recognition ↗](https://aclanthology.org/D18-1199/)**Changsheng Liu, Rebecca Hwa*21 citations*
393. **[Neural Compositional Denotational Semantics for Question Answering ↗](https://aclanthology.org/D18-1239/)**Nitish Gupta, Mike Lewis*21 citations*
394. **[Predicting Semantic Relations using Global Graph Properties ↗](https://aclanthology.org/D18-1201/)**Yuval Pinter, Jacob Eisenstein*21 citations*
395. **[Towards Dynamic Computation Graphs via Sparse Latent Structure ↗](https://aclanthology.org/D18-1108/)**Vlad Niculae, André F. T. Martins, Claire Cardie*21 citations*
396. **[A Deep Neural Network Sentence Level Classification Method with Context Information ↗](https://aclanthology.org/D18-1107/)**Xingyi Song, Johann Petrak, Angus Roberts*20 citations*
397. **[Cross-lingual Decompositional Semantic Parsing ↗](https://aclanthology.org/D18-1194/)**Sheng Zhang, Xutai Ma, Rachel Rudinger et al.*20 citations*
398. **[Cut to the Chase: A Context Zoom-in Network for Reading Comprehension ↗](https://aclanthology.org/D18-1054/)**Sathish Reddy Indurthi, Seunghak Yu, Seohyun Back et al.*20 citations*
399. **[Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models ↗](https://aclanthology.org/D18-1370/)**Anne Lauscher, Goran Glavaš, Simone Paolo Ponzetto et al.*20 citations*
400. **[Learning Disentangled Representations of Texts with Application to Biomedical Abstracts ↗](https://aclanthology.org/D18-1497/)**Sarthak Jain, Edward Banner, Jan-Willem van de Meent et al.*20 citations*

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