---
title: "EMNLP 2019 — all accepted papers, page 3 — Elamur Research"
description: "All 741 papers of EMNLP 2019 · page 3 of 8, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/emnlp/2019/papers/page/3/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/emnlp/2019/papers/page/3/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [EMNLP](https://md.research.elamur.ai/free/en/venues/emnlp/) / [2019](https://md.research.elamur.ai/free/en/venues/emnlp/2019/) / [papers](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/) / page 3

# EMNLP 2019: all accepted papers

741 papers · page 3 of 8 · the most cited first · [← EMNLP 2019](https://md.research.elamur.ai/free/en/venues/emnlp/2019/)

[← prev](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/2/) [1](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/) [2](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/2/) **3** [4](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/4/) … [8](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/8/) [next →](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/4/)

201. **[Restoring ancient text using deep learning: a case study on Greek epigraphy ↗](https://aclanthology.org/D19-1668/)**Yannis Assael, Thea Sommerschield, Jonathan Prag*66 citations*
202. **[Self-Attention with Structural Position Representations ↗](https://aclanthology.org/D19-1145/)**Xing Wang, Zhaopeng Tu, Longyue Wang et al.*66 citations*
203. **[Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling ↗](https://aclanthology.org/D19-1540/)**Jinfeng Rao, Linqing Liu, Yi Tay et al.*65 citations*
204. **[Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages ↗](https://aclanthology.org/D19-1080/)**Yunsu Kim, Petre Petrov, Pavel Petrushkov et al.*65 citations*
205. **[Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation](https://md.research.elamur.ai/free/en/papers/zheng-2019-simpler-faster-learning-adaptive-policies/)**Baigong Zheng, Renjie Zheng, Mingbo Ma et al.*65 citations · our summary*
206. **[Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data ↗](https://aclanthology.org/D19-1021/)**Ruidong Wu, Yuan Yao, Xu Han et al.*64 citations*
207. **[QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions ↗](https://aclanthology.org/D19-1608/)**Oyvind Tafjord, Matt Gardner, Kevin Lin et al.*64 citations*
208. **[Vecalign: Improved Sentence Alignment in Linear Time and Space](https://md.research.elamur.ai/free/en/papers/thompson-2019-vecalign-improved-sentence-alignment-linear/)**Brian Thompson, Philipp Koehn*64 citations · our summary*
209. **[A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis ↗](https://aclanthology.org/D19-1563/)**Chuang Fan, Hongyu Yan, Jiachen Du et al.*63 citations*
210. **[Event Representation Learning Enhanced with External Commonsense Knowledge ↗](https://aclanthology.org/D19-1495/)**Xiao Ding, Kuo Liao, Ting Liu et al.*63 citations*
211. **[Multi-label Categorization of Accounts of Sexism using a Neural Framework ↗](https://aclanthology.org/D19-1174/)**Pulkit Parikh, Harika Abburi, Pinkesh Badjatiya et al.*63 citations*
212. **[Using Clinical Notes with Time Series Data for ICU Management ↗](https://aclanthology.org/D19-1678/)**Swaraj Khadanga, Karan Aggarwal, Shafiq Joty et al.*63 citations*
213. **[Visual Detection with Context for Document Layout Analysis ↗](https://aclanthology.org/D19-1348/)**Carlos Soto, Shinjae Yoo*63 citations*
214. **[Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning ↗](https://aclanthology.org/D19-1264/)**Heng Wang, Shuangyin Li, Rong Pan et al.*62 citations*
215. **[Modelling the interplay of metaphor and emotion through multitask learning ↗](https://aclanthology.org/D19-1227/)**Verna Dankers, Marek Rei, Martha Lewis et al.*62 citations*
216. **[CaRB: A Crowdsourced Benchmark for Open IE ↗](https://aclanthology.org/D19-1651/)**Sangnie Bhardwaj, Samarth Aggarwal, Mausam*61 citations*
217. **[Learning Dynamic Context Augmentation for Global Entity Linking ↗](https://aclanthology.org/D19-1026/)**Xiyuan Yang, Xiaotao Gu, Sheng Lin et al.*61 citations*
218. **[Specializing Word Embeddings (for Parsing) by Information Bottleneck ↗](https://aclanthology.org/D19-1276/)**Xiang Lisa Li, Jason Eisner · 🏆 Best Paper*61 citations*
219. **[Automatic Argument Quality Assessment - New Datasets and Methods](https://md.research.elamur.ai/free/en/papers/toledo-2019-automatic-argument-quality-assessment-new/)**Assaf Toledo, Shai Gretz, Edo Cohen-Karlik et al.*60 citations · our summary*
220. **[Event Detection with Trigger-Aware Lattice Neural Network ↗](https://aclanthology.org/D19-1033/)**Ning Ding, Ziran Li, Zhiyuan Liu et al.*60 citations*
221. **[Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer ↗](https://aclanthology.org/D19-1365/)**Yunli Wang, Yu Wu, Lili Mou et al.*60 citations*
222. **[Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation ↗](https://aclanthology.org/D19-1168/)**Xin Tan, Longyin Zhang, Deyi Xiong et al.*60 citations*
223. **[Human-grounded Evaluations of Explanation Methods for Text Classification ↗](https://aclanthology.org/D19-1523/)**Piyawat Lertvittayakumjorn, Francesca Toni*60 citations*
224. **[Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study ↗](https://aclanthology.org/D19-1547/)**Ziyu Yao, Yu Su, Huan Sun et al.*60 citations*
225. **[A Pilot Study for Chinese SQL Semantic Parsing ↗](https://aclanthology.org/D19-1377/)**Qingkai Min, Yuefeng Shi, Yue Zhang*59 citations*
226. **[Open Domain Web Keyphrase Extraction Beyond Language Modeling ↗](https://aclanthology.org/D19-1521/)**Lee Xiong, Chuan Hu, Chenyan Xiong et al.*58 citations*
227. **[TIGEr: Text-to-Image Grounding for Image Caption Evaluation ↗](https://aclanthology.org/D19-1220/)**Ming Jiang, Qiuyuan Huang, Lei Zhang et al.*58 citations*
228. **[Countering Language Drift via Visual Grounding ↗](https://aclanthology.org/D19-1447/)**Jason Lee, Kyunghyun Cho, Douwe Kiela*57 citations*
229. **[Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection ↗](https://aclanthology.org/D19-1471/)**Lianwei Wu, Yuan Rao, Haolin Jin et al.*57 citations*
230. **[Enhancing AMR-to-Text Generation with Dual Graph Representations ↗](https://aclanthology.org/D19-1314/)**Leonardo F. R. Ribeiro, Claire Gardent, Iryna Gurevych*57 citations*
231. **[Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks ↗](https://aclanthology.org/D19-1502/)**Hailong Jin, Lei Hou, Juanzi Li et al.*57 citations*
232. **[Fine-tune BERT with Sparse Self-Attention Mechanism ↗](https://aclanthology.org/D19-1361/)**Baiyun Cui, Yingming Li, Ming Chen et al.*57 citations*
233. **[Let's Ask Again: Refine Network for Automatic Question Generation ↗](https://aclanthology.org/D19-1326/)**Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra et al.*57 citations*
234. **[A Logic-Driven Framework for Consistency of Neural Models ↗](https://aclanthology.org/D19-1405/)**Tao Li, Vivek Gupta, Maitrey Mehta et al.*56 citations*
235. **[An Entity-Driven Framework for Abstractive Summarization ↗](https://aclanthology.org/D19-1323/)**Eva Sharma, Luyang Huang, Zhe Hu et al.*56 citations*
236. **[Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever ↗](https://aclanthology.org/D19-1013/)**Libo Qin, Yijia Liu, Wanxiang Che et al.*56 citations*
237. **[Deep Contextualized Word Embeddings in Transition-Based and Graph-Based Dependency Parsing - A Tale of Two Parsers Revisited ↗](https://aclanthology.org/D19-1277/)**Artur Kulmizev, Miryam de Lhoneux, Johannes Gontrum et al.*55 citations*
238. **[Executing Instructions in Situated Collaborative Interactions ↗](https://aclanthology.org/D19-1218/)**Alane Suhr, Claudia Yan, Charlotte Schluger et al.*55 citations*
239. **[Hint-Based Training for Non-Autoregressive Machine Translation ↗](https://aclanthology.org/D19-1573/)**Zhuohan Li, Zi Lin, Di He et al.*55 citations*
240. **[Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework ↗](https://aclanthology.org/D19-1195/)**Deng Cai, Yan Wang, Wei Bi et al.*55 citations*
241. **[Exploiting Monolingual Data at Scale for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/wu-2019-exploiting-monolingual-data-scale-neural/)**Lijun Wu, Yiren Wang, Yingce Xia et al.*54 citations · our summary*
242. **[Improving Distantly-Supervised Relation Extraction with Joint Label Embedding ↗](https://aclanthology.org/D19-1395/)**Linmei Hu, Luhao Zhang, Chuan Shi et al.*54 citations*
243. **[Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning ↗](https://aclanthology.org/D19-1455/)**Yichen Jiang, Mohit Bansal*54 citations*
244. **[A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text ↗](https://aclanthology.org/D19-1370/)**Bohan Li, Junxian He, Graham Neubig et al.*53 citations*
245. **[Contrastive Attention Mechanism for Abstractive Sentence Summarization ↗](https://aclanthology.org/D19-1301/)**Xiangyu Duan, Hongfei Yu, Mingming Yin et al.*53 citations*
246. **[Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network ↗](https://aclanthology.org/D19-1487/)**Shuqing Bian, Wayne Xin Zhao, Yang Song et al.*53 citations*
247. **[INMT: Interactive Neural Machine Translation Prediction ↗](https://aclanthology.org/D19-3018/)**Sebastin Santy, Sandipan Dandapat, Monojit Choudhury et al. · System Demonstrations*53 citations*
248. **[Mixture Content Selection for Diverse Sequence Generation ↗](https://aclanthology.org/D19-1308/)**Jaemin Cho, Minjoon Seo, Hannaneh Hajishirzi*53 citations*
249. **[Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) ↗](https://aclanthology.org/D19-1310/)**Heng Gong, Xiaocheng Feng, Bing Qin et al.*53 citations*
250. **[A Summarization System for Scientific Documents ↗](https://aclanthology.org/D19-3036/)**Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat et al. · System Demonstrations*52 citations*
251. **[Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine Translation ↗](https://aclanthology.org/D19-1146/)**Raj Dabre, Atsushi Fujita, Chenhui Chu*52 citations*
252. **[Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation ↗](https://aclanthology.org/D19-1596/)**Arijit Ray, Karan Sikka, Ajay Divakaran et al.*52 citations*
253. **[A Hierarchical Location Prediction Neural Network for Twitter User Geolocation ↗](https://aclanthology.org/D19-1480/)**Binxuan Huang, Kathleen Carley*51 citations*
254. **[A Unified Neural Coherence Model ↗](https://aclanthology.org/D19-1231/)**Han Cheol Moon, Tasnim Mohiuddin, Shafiq Joty et al.*51 citations*
255. **[Collaborative Policy Learning for Open Knowledge Graph Reasoning ↗](https://aclanthology.org/D19-1269/)**Cong Fu, Tong Chen, Meng Qu et al.*51 citations*
256. **[Improving Neural Story Generation by Targeted Common Sense Grounding ↗](https://aclanthology.org/D19-1615/)**Huanru Henry Mao, Bodhisattwa Prasad Majumder, Julian McAuley et al.*51 citations*
257. **[Adversarial Domain Adaptation for Machine Reading Comprehension ↗](https://aclanthology.org/D19-1254/)**Huazheng Wang, Zhe Gan, Xiaodong Liu et al.*50 citations*
258. **[Improving Open-Domain Dialogue Systems via Multi-Turn Incomplete Utterance Restoration ↗](https://aclanthology.org/D19-1191/)**Zhufeng Pan, Kun Bai, Yan Wang et al.*50 citations*
259. **[Improving Question Generation With to the Point Context ↗](https://aclanthology.org/D19-1317/)**Jingjing Li, Yifan Gao, Lidong Bing et al.*50 citations*
260. **[Learning with Noisy Labels for Sentence-level Sentiment Classification ↗](https://aclanthology.org/D19-1655/)**Hao Wang, Bing Liu, Chaozhuo Li et al.*50 citations*
261. **[SyntagNet: Challenging Supervised Word Sense Disambiguation with Lexical-Semantic Combinations ↗](https://aclanthology.org/D19-1359/)**Marco Maru, Federico Scozzafava, Federico Martelli et al.*50 citations*
262. **[Domain Adaptive Text Style Transfer ↗](https://aclanthology.org/D19-1325/)**Dianqi Li, Yizhe Zhang, Zhe Gan et al.*49 citations*
263. **[Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph ↗](https://aclanthology.org/D19-1508/)**Xinzhu Lin, Xiahui He, Qin Chen et al.*49 citations*
264. **[Implicit Deep Latent Variable Models for Text Generation ↗](https://aclanthology.org/D19-1407/)**Le Fang, Chunyuan Li, Jianfeng Gao et al.*49 citations*
265. **[Movie Plot Analysis via Turning Point Identification ↗](https://aclanthology.org/D19-1180/)**Pinelopi Papalampidi, Frank Keller, Mirella Lapata*49 citations*
266. **[Multi-Granularity Self-Attention for Neural Machine Translation ↗](https://aclanthology.org/D19-1082/)**Jie Hao, Xing Wang, Shuming Shi et al.*49 citations*
267. **[Simple and Effective Noisy Channel Modeling for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/yee-2019-simple-effective-noisy-channel-modeling/)**Kyra Yee, Yann Dauphin, Michael Auli*49 citations · our summary*
268. **[A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages ↗](https://aclanthology.org/D19-1102/)**Clara Vania, Yova Kementchedjhieva, Anders Søgaard et al.*48 citations*
269. **[Compositional Generalization for Primitive Substitutions ↗](https://aclanthology.org/D19-1438/)**Yuanpeng Li, Liang Zhao, Jianyu Wang et al.*48 citations*
270. **[Exploring Diverse Expressions for Paraphrase Generation ↗](https://aclanthology.org/D19-1313/)**Lihua Qian, Lin Qiu, Weinan Zhang et al.*48 citations*
271. **[GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue](https://md.research.elamur.ai/free/en/papers/quan-2019-gecor-end-end-generative-ellipsis/)**Jun Quan, Deyi Xiong, Bonnie Webber et al.*48 citations · our summary*
272. **[Neural Cross-Lingual Event Detection with Minimal Parallel Resources ↗](https://aclanthology.org/D19-1068/)**Jian Liu, Yubo Chen, Kang Liu et al.*48 citations*
273. **[Reconstructing Capsule Networks for Zero-shot Intent Classification ↗](https://aclanthology.org/D19-1486/)**Han Liu, Xiaotong Zhang, Lu Fan et al.*48 citations*
274. **[Trouble on the Horizon: Forecasting the Derailment of Online Conversations as they Develop ↗](https://aclanthology.org/D19-1481/)**Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil*48 citations*
275. **[Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots ↗](https://aclanthology.org/D19-1193/)**Jia-Chen Gu, Zhen-Hua Ling, Xiaodan Zhu et al.*47 citations*
276. **[Evaluating BERT for natural language inference: A case study on the CommitmentBank](https://md.research.elamur.ai/free/en/papers/jiang-2019-evaluating-bert-natural-language-inference/)**Nanjiang Jiang, Marie-Catherine de Marneffe*47 citations · our summary*
277. **[JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation ↗](https://aclanthology.org/D19-1546/)**Rajas Agashe, Srinivasan Iyer, Luke Zettlemoyer*47 citations*
278. **[Leveraging Frequent Query Substructures to Generate Formal Queries for Complex Question Answering ↗](https://aclanthology.org/D19-1263/)**Jiwei Ding, Wei Hu, Qixin Xu et al.*47 citations*
279. **[Neural News Recommendation with Heterogeneous User Behavior ↗](https://aclanthology.org/D19-1493/)**Chuhan Wu, Fangzhao Wu, Mingxiao An et al.*47 citations*
280. **[Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network ↗](https://aclanthology.org/D19-1494/)**Chuhan Wu, Fangzhao Wu, Tao Qi et al.*47 citations*
281. **[Sentence-Level Content Planning and Style Specification for Neural Text Generation ↗](https://aclanthology.org/D19-1055/)**Xinyu Hua, Lu Wang*47 citations*
282. **[A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis ↗](https://aclanthology.org/D19-1559/)**Yunlong Liang, Fandong Meng, Jinchao Zhang et al.*46 citations*
283. **[An Attentive Fine-Grained Entity Typing Model with Latent Type Representation ↗](https://aclanthology.org/D19-1641/)**Ying Lin, Heng Ji*46 citations*
284. **[Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment ↗](https://aclanthology.org/D19-1075/)**Xiaofei Shi, Yanghua Xiao*46 citations*
285. **[Question-type Driven Question Generation ↗](https://aclanthology.org/D19-1622/)**Wenjie Zhou, Minghua Zhang, Yunfang Wu*46 citations*
286. **[Revisiting the Evaluation of Theory of Mind through Question Answering ↗](https://aclanthology.org/D19-1598/)**Matthew Le, Y-Lan Boureau, Maximilian Nickel*46 citations*
287. **[Sampling Bias in Deep Active Classification: An Empirical Study ↗](https://aclanthology.org/D19-1417/)**Ameya Prabhu, Charles Dognin, Maneesh Singh*46 citations*
288. **[A Robust Self-Learning Framework for Cross-Lingual Text Classification ↗](https://aclanthology.org/D19-1658/)**Xin Dong, Gerard de Melo*45 citations*
289. **[Asking Clarification Questions in Knowledge-Based Question Answering ↗](https://aclanthology.org/D19-1172/)**Jingjing Xu, Yuechen Wang, Duyu Tang et al.*45 citations*
290. **[KnowledgeNet: A Benchmark Dataset for Knowledge Base Population ↗](https://aclanthology.org/D19-1069/)**Filipe Mesquita, Matteo Cannaviccio, Jordan Schmidek et al.*45 citations*
291. **[Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders ↗](https://aclanthology.org/D19-1201/)**Zhangming Chan, Juntao Li, Xiaopeng Yang et al.*45 citations*
292. **[A Neural Citation Count Prediction Model based on Peer Review Text ↗](https://aclanthology.org/D19-1497/)**Siqing Li, Wayne Xin Zhao, Eddy Jing Yin et al.*44 citations*
293. **[Semi-supervised Text Style Transfer: Cross Projection in Latent Space ↗](https://aclanthology.org/D19-1499/)**Mingyue Shang, Piji Li, Zhenxin Fu et al.*44 citations*
294. **[WIQA: A dataset for “What if...” reasoning over procedural text ↗](https://aclanthology.org/D19-1629/)**Niket Tandon, Bhavana Dalvi, Keisuke Sakaguchi et al.*44 citations*
295. **[Contrastive Language Adaptation for Cross-Lingual Stance Detection ↗](https://aclanthology.org/D19-1452/)**Mitra Mohtarami, James Glass, Preslav Nakov*43 citations*
296. **[Controlling Text Complexity in Neural Machine Translation ↗](https://aclanthology.org/D19-1166/)**Sweta Agrawal, Marine Carpuat*43 citations*
297. **[Syntax-aware Multilingual Semantic Role Labeling ↗](https://aclanthology.org/D19-1538/)**Shexia He, Zuchao Li, Hai Zhao*43 citations*
298. **[Core Semantic First: A Top-down Approach for AMR Parsing ↗](https://aclanthology.org/D19-1393/)**Deng Cai, Wai Lam*42 citations*
299. **[Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank ↗](https://aclanthology.org/D19-1092/)**Meishan Zhang, Yue Zhang, Guohong Fu*42 citations*
300. **[Cross-Lingual Machine Reading Comprehension ↗](https://aclanthology.org/D19-1169/)**Yiming Cui, Wanxiang Che, Ting Liu et al.*42 citations*

[← prev](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/2/) [1](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/) [2](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/2/) **3** [4](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/4/) … [8](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/8/) [next →](https://md.research.elamur.ai/free/en/venues/emnlp/2019/papers/page/4/)

- [← back to](https://md.research.elamur.ai/free/en/venues/emnlp/2019/) — EMNLP 2019