---
title: "NAACL 2019 — all accepted papers, page 3 — Elamur Research"
description: "All 481 papers of NAACL 2019 · page 3 of 5, the most cited first; those with our summary link to it."
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# NAACL 2019: all accepted papers

481 papers · page 3 of 5 · the most cited first · [← NAACL 2019](https://md.research.elamur.ai/free/en/venues/naacl/2019/)

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201. **[Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging ↗](https://aclanthology.org/N19-1383/)**Lifu Huang, Heng Ji, Jonathan May*31 citations*
202. **[Understanding Learning Dynamics Of Language Models with SVCCA](https://md.research.elamur.ai/free/en/papers/saphra-2019-understanding-learning-dynamics-language-models/)**Naomi Saphra, Adam Lopez*31 citations · our summary*
203. **[Adversarial Training for Satire Detection: Controlling for Confounding Variables ↗](https://aclanthology.org/N19-1069/)**Robert McHardy, Heike Adel, Roman Klinger*30 citations*
204. **[Alignment over Heterogeneous Embeddings for Question Answering ↗](https://aclanthology.org/N19-1274/)**Vikas Yadav, Steven Bethard, Mihai Surdeanu*30 citations*
205. **[DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion ↗](https://aclanthology.org/N19-1348/)**Mor Geva, Eric Malmi, Idan Szpektor et al.*30 citations*
206. **[How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection ↗](https://aclanthology.org/N19-1352/)**Wenhu Chen, Yu Su, Yilin Shen et al.*30 citations*
207. **[IMHO Fine-Tuning Improves Claim Detection ↗](https://aclanthology.org/N19-1054/)**Tuhin Chakrabarty, Christopher Hidey, Kathy McKeown*30 citations*
208. **[Low-Resource Syntactic Transfer with Unsupervised Source Reordering ↗](https://aclanthology.org/N19-1385/)**Mohammad Sadegh Rasooli, Michael Collins*30 citations*
209. **[One Size Does Not Fit All: Comparing NMT Representations of Different Granularities ↗](https://aclanthology.org/N19-1154/)**Nadir Durrani, Fahim Dalvi, Hassan Sajjad et al.*30 citations*
210. **[Simplified Neural Unsupervised Domain Adaptation ↗](https://aclanthology.org/N19-1039/)**Timothy Miller*30 citations*
211. **[CNM: An Interpretable Complex-valued Network for Matching ↗](https://aclanthology.org/N19-1420/)**Qiuchi Li, Benyou Wang, Massimo Melucci · 🏆 Best Explainable NLP Paper*29 citations*
212. **[ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters ↗](https://aclanthology.org/N19-1027/)**Abdalghani Abujabal, Rishiraj Saha Roy, Mohamed Yahya et al.*29 citations*
213. **[Combining Distant and Direct Supervision for Neural Relation Extraction ↗](https://aclanthology.org/N19-1184/)**Iz Beltagy, Kyle Lo, Waleed Ammar*29 citations*
214. **[Courteously Yours: Inducing courteous behavior in Customer Care responses using Reinforced Pointer Generator Network ↗](https://aclanthology.org/N19-1091/)**Hitesh Golchha, Mauajama Firdaus, Asif Ekbal et al.*29 citations*
215. **[Giving Attention to the Unexpected: Using Prosody Innovations in Disfluency Detection ↗](https://aclanthology.org/N19-1008/)**Vicky Zayats, Mari Ostendorf*29 citations*
216. **[How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation ↗](https://aclanthology.org/N19-1092/)**Zhiwei Yu, Xiaojun Wan*29 citations*
217. **[Incorporating Word Attention into Character-Based Word Segmentation ↗](https://aclanthology.org/N19-1276/)**Shohei Higashiyama, Masao Utiyama, Eiichiro Sumita et al.*29 citations*
218. **[Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering ↗](https://aclanthology.org/N19-1030/)**Jianmo Ni, Chenguang Zhu, Weizhu Chen et al.*29 citations*
219. **[Neural Machine Translation of Text from Non-Native Speakers ↗](https://aclanthology.org/N19-1311/)**Antonios Anastasopoulos, Alison Lui, Toan Q. Nguyen et al.*29 citations*
220. **[Syntax-aware Neural Semantic Role Labeling with Supertags ↗](https://aclanthology.org/N19-1075/)**Jungo Kasai, Dan Friedman, Robert Frank et al.*29 citations*
221. **[A Systematic Study of Leveraging Subword Information for Learning Word Representations ↗](https://aclanthology.org/N19-1097/)**Yi Zhu, Ivan Vulić, Anna Korhonen*28 citations*
222. **[Be Consistent! Improving Procedural Text Comprehension using Label Consistency ↗](https://aclanthology.org/N19-1244/)**Xinya Du, Bhavana Dalvi, Niket Tandon et al.*28 citations*
223. **[Density Matching for Bilingual Word Embedding ↗](https://aclanthology.org/N19-1161/)**Chunting Zhou, Xuezhe Ma, Di Wang et al.*28 citations*
224. **[Highly Effective Arabic Diacritization using Sequence to Sequence Modeling ↗](https://aclanthology.org/N19-1248/)**Hamdy Mubarak, Ahmed Abdelali, Hassan Sajjad et al.*28 citations*
225. **[Fluent Translations from Disfluent Speech in End-to-End Speech Translation ↗](https://aclanthology.org/N19-1285/)**Elizabeth Salesky, Matthias Sperber, Alexander Waibel*27 citations*
226. **[In Other News: a Bi-style Text-to-speech Model for Synthesizing Newscaster Voice with Limited Data ↗](https://aclanthology.org/N19-2026/)**Nishant Prateek, Mateusz Łajszczak, Roberto Barra-Chicote et al. · Human Language Technologies, Volume 2 (Industry Papers*27 citations*
227. **[Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities ↗](https://aclanthology.org/N19-1231/)**Alexander Erdmann, David Joseph Wrisley, Benjamin Allen et al.*27 citations*
228. **[Strong and Simple Baselines for Multimodal Utterance Embeddings ↗](https://aclanthology.org/N19-1267/)**Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai et al.*27 citations*
229. **[Keyphrase Generation: A Text Summarization Struggle ↗](https://aclanthology.org/N19-1070/)**Erion Çano, Ondřej Bojar*26 citations*
230. **[Mitigating Uncertainty in Document Classification ↗](https://aclanthology.org/N19-1316/)**Xuchao Zhang, Fanglan Chen, Chang-Tien Lu et al.*26 citations*
231. **[Multi-Channel Convolutional Neural Network for Twitter Emotion and Sentiment Recognition ↗](https://aclanthology.org/N19-1137/)**Jumayel Islam, Robert E. Mercer, Lu Xiao*26 citations*
232. **[UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering ↗](https://aclanthology.org/N19-1031/)**Zi-Yuan Chen, Chih-Hung Chang, Yi-Pei Chen et al.*26 citations*
233. **[A Probabilistic Generative Model of Linguistic Typology ↗](https://aclanthology.org/N19-1156/)**Johannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell et al.*25 citations*
234. **[AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning ↗](https://aclanthology.org/N19-1355/)**Han Guo, Ramakanth Pasunuru, Mohit Bansal*25 citations*
235. **[BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering ↗](https://aclanthology.org/N19-1032/)**Yu Cao, Meng Fang, Dacheng Tao*25 citations*
236. **[Disentangling Language and Knowledge in Task-Oriented Dialogs ↗](https://aclanthology.org/N19-1126/)**Dinesh Raghu, Nikhil Gupta, Mausam*25 citations*
237. **[Generalizing Unmasking for Short Texts ↗](https://aclanthology.org/N19-1068/)**Janek Bevendorff, Benno Stein, Matthias Hagen et al.*25 citations*
238. **[Improving Neural Machine Translation with Neural Syntactic Distance ↗](https://aclanthology.org/N19-1205/)**Chunpeng Ma, Akihiro Tamura, Masao Utiyama et al.*25 citations*
239. **[Text Similarity Estimation Based on Word Embeddings and Matrix Norms for Targeted Marketing ↗](https://aclanthology.org/N19-1181/)**Tim vor der Brück, Marc Pouly*25 citations*
240. **[Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation ↗](https://aclanthology.org/N19-1033/)**Radu Tudor Ionescu, Andrei Butnaru*25 citations*
241. **[Cross-lingual Transfer Learning for Japanese Named Entity Recognition ↗](https://aclanthology.org/N19-2023/)**Andrew Johnson, Penny Karanasou, Judith Gaspers et al. · Human Language Technologies, Volume 2 (Industry Papers*24 citations*
242. **[Detecting Cybersecurity Events from Noisy Short Text ↗](https://aclanthology.org/N19-1138/)**Semih Yagcioglu, Mehmet Saygin Seyfioglu, Begum Citamak et al.*24 citations*
243. **[FAKTA: An Automatic End-to-End Fact Checking System ↗](https://aclanthology.org/N19-4014/)**Moin Nadeem, Wei Fang, Brian Xu et al.*24 citations*
244. **[Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs ↗](https://aclanthology.org/N19-1188/)**Geert Heyman, Bregt Verreet, Ivan Vulić et al.*24 citations*
245. **[OpenCeres: When Open Information Extraction Meets the Semi-Structured Web ↗](https://aclanthology.org/N19-1309/)**Colin Lockard, Prashant Shiralkar, Xin Luna Dong*24 citations*
246. **[What's in a Name? Reducing Bias in Bios without Access to Protected Attributes ↗](https://aclanthology.org/N19-1424/)**Alexey Romanov, Maria De-Arteaga, Hanna Wallach et al. · 🏆 Best Thematic Paper*24 citations*
247. **[A Silver Standard Corpus of Human Phenotype-Gene Relations ↗](https://aclanthology.org/N19-1152/)**Diana Sousa, Andre Lamurias, Francisco M. Couto*23 citations*
248. **[Deep Learning for Natural Language Inference ↗](https://aclanthology.org/N19-5002/)**Samuel R. Bowman, Xiaodan Zhu · Tutorials*23 citations*
249. **[Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle ↗](https://aclanthology.org/N19-1018/)**Maximin Coavoux, Shay B. Cohen*23 citations*
250. **[Entity Recognition at First Sight: Improving NER with Eye Movement Information ↗](https://aclanthology.org/N19-1001/)**Nora Hollenstein, Ce Zhang*23 citations*
251. **[Neural Grammatical Error Correction with Finite State Transducers ↗](https://aclanthology.org/N19-1406/)**Felix Stahlberg, Christopher Bryant, Bill Byrne*23 citations*
252. **[Practical Semantic Parsing for Spoken Language Understanding ↗](https://aclanthology.org/N19-2003/)**Marco Damonte, Rahul Goel, Tagyoung Chung · Human Language Technologies, Volume 2 (Industry Papers*23 citations*
253. **[Subword-Level Language Identification for Intra-Word Code-Switching ↗](https://aclanthology.org/N19-1201/)**Manuel Mager, Özlem Çetinoğlu, Katharina Kann*23 citations*
254. **[A Simple Joint Model for Improved Contextual Neural Lemmatization](https://md.research.elamur.ai/free/en/papers/malaviya-2019-simple-joint-model-improved-contextual/)**Chaitanya Malaviya, Shijie Wu, Ryan Cotterell*22 citations · our summary*
255. **[Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions ↗](https://aclanthology.org/N19-1275/)**Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki et al.*22 citations*
256. **[Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering ↗](https://aclanthology.org/N19-1294/)**Bo Chen, Xiaotao Gu, Yufeng Hu et al.*22 citations*
257. **[Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process ↗](https://aclanthology.org/N19-1099/)**Dingcheng Li, Siamak Zamani, Jingyuan Zhang et al.*22 citations*
258. **[Learning When Not to Answer: a Ternary Reward Structure for Reinforcement Learning Based Question Answering ↗](https://aclanthology.org/N19-2016/)**Fréderic Godin, Anjishnu Kumar, Arpit Mittal · Human Language Technologies, Volume 2 (Industry Papers*22 citations*
259. **[Sub-event detection from twitter streams as a sequence labeling problem ↗](https://aclanthology.org/N19-1081/)**Giannis Bekoulis, Johannes Deleu, Thomas Demeester et al.*22 citations*
260. **[Audio De-identification - a New Entity Recognition Task ↗](https://aclanthology.org/N19-2025/)**Ido Cohn, Itay Laish, Genady Beryozkin et al. · Human Language Technologies, Volume 2 (Industry Papers*21 citations*
261. **[Benchmarking Approximate Inference Methods for Neural Structured Prediction ↗](https://aclanthology.org/N19-1335/)**Lifu Tu, Kevin Gimpel*21 citations*
262. **[Development and Deployment of a Large-Scale Dialog-based Intelligent Tutoring System ↗](https://aclanthology.org/N19-2015/)**Shazia Afzal, Tejas Dhamecha, Nirmal Mukhi et al. · Human Language Technologies, Volume 2 (Industry Papers*21 citations*
263. **[Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters ↗](https://aclanthology.org/N19-1067/)**Evgeny Kim, Roman Klinger*21 citations*
264. **[Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach ↗](https://aclanthology.org/N19-1038/)**Nicolas Pröllochs, Stefan Feuerriegel, Dirk Neumann*21 citations*
265. **[A Case Study on Neural Headline Generation for Editing Support ↗](https://aclanthology.org/N19-2010/)**Kazuma Murao, Ken Kobayashi, Hayato Kobayashi et al. · Human Language Technologies, Volume 2 (Industry Papers*20 citations*
266. **[A Dynamic Speaker Model for Conversational Interactions ↗](https://aclanthology.org/N19-1284/)**Hao Cheng, Hao Fang, Mari Ostendorf*20 citations*
267. **[Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation ↗](https://aclanthology.org/N19-1043/)**Xing Niu, Weijia Xu, Marine Carpuat*20 citations*
268. **[Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring ↗](https://aclanthology.org/N19-2004/)**Zhengyuan Liu, Hazel Lim, Nur Farah Ain Suhaimi et al. · Human Language Technologies, Volume 2 (Industry Papers*20 citations*
269. **[Neural Text Generation from Rich Semantic Representations ↗](https://aclanthology.org/N19-1235/)**Valerie Hajdik, Jan Buys, Michael Wayne Goodman et al.*20 citations*
270. **[Simple Question Answering with Subgraph Ranking and Joint-Scoring ↗](https://aclanthology.org/N19-1029/)**Wenbo Zhao, Tagyoung Chung, Anuj Goyal et al.*20 citations*
271. **[A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification ↗](https://aclanthology.org/N19-1036/)**Ziqian Zeng, Wenxuan Zhou, Xin Liu et al.*19 citations*
272. **[CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog ↗](https://aclanthology.org/N19-1058/)**Satwik Kottur, José M. F. Moura, Devi Parikh et al.*19 citations*
273. **[Exploiting Noisy Data in Distant Supervision Relation Classification ↗](https://aclanthology.org/N19-1325/)**Kaijia Yang, Liang He, Xin-yu Dai et al.*19 citations*
274. **[Fake News Detection using Deep Markov Random Fields ↗](https://aclanthology.org/N19-1141/)**Duc Minh Nguyen, Tien Huu Do, Robert Calderbank et al.*19 citations*
275. **[Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation ↗](https://aclanthology.org/N19-1349/)**Wei-Jen Ko, Greg Durrett, Junyi Jessy Li*19 citations*
276. **[Multilingual Entity, Relation, Event and Human Value Extraction ↗](https://aclanthology.org/N19-4019/)**Manling Li, Ying Lin, Joseph Hoover et al.*19 citations*
277. **[Neural Constituency Parsing of Speech Transcripts ↗](https://aclanthology.org/N19-1282/)**Paria Jamshid Lou, Yufei Wang, Mark Johnson*19 citations*
278. **[Open Information Extraction from Question-Answer Pairs ↗](https://aclanthology.org/N19-1239/)**Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan et al.*19 citations*
279. **[Towards Content Transfer through Grounded Text Generation ↗](https://aclanthology.org/N19-1269/)**Shrimai Prabhumoye, Chris Quirk, Michel Galley*19 citations*
280. **[A Crowdsourced Frame Disambiguation Corpus with Ambiguity ↗](https://aclanthology.org/N19-1224/)**Anca Dumitrache, Lora Aroyo, Chris Welty*18 citations*
281. **[A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction ↗](https://aclanthology.org/N19-1298/)**Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha et al.*18 citations*
282. **[Detecting cognitive impairments by agreeing on interpretations of linguistic features ↗](https://aclanthology.org/N19-1146/)**Zining Zhu, Jekaterina Novikova, Frank Rudzicz*18 citations*
283. **[Measuring the perceptual availability of phonological features during language acquisition using unsupervised binary stochastic autoencoders ↗](https://aclanthology.org/N19-1007/)**Cory Shain, Micha Elsner*18 citations*
284. **[Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce ↗](https://aclanthology.org/N19-2009/)**Jianguo Zhang, Pengcheng Zou, Zhao Li et al. · Human Language Technologies, Volume 2 (Industry Papers*18 citations*
285. **[Ranking-Based Autoencoder for Extreme Multi-label Classification ↗](https://aclanthology.org/N19-1289/)**Bingyu Wang, Li Chen, Wei Sun et al.*18 citations*
286. **[Aligning Vector-spaces with Noisy Supervised Lexicon ↗](https://aclanthology.org/N19-1045/)**Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg*17 citations*
287. **[Document-Level Event Factuality Identification via Adversarial Neural Network ↗](https://aclanthology.org/N19-1287/)**Zhong Qian, Peifeng Li, Qiaoming Zhu et al.*17 citations*
288. **[Learning to Decipher Hate Symbols ↗](https://aclanthology.org/N19-1305/)**Jing Qian, Mai ElSherief, Elizabeth Belding et al.*17 citations*
289. **[Relation Classification Using Segment-Level Attention-based CNN and Dependency-based RNN ↗](https://aclanthology.org/N19-1286/)**Van-Hien Tran, Van-Thuy Phi, Hiroyuki Shindo et al.*17 citations*
290. **[SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling ↗](https://aclanthology.org/N19-1249/)**Peng Lu, Ting Bai, Philippe Langlais*17 citations*
291. **[VCWE: Visual Character-Enhanced Word Embeddings ↗](https://aclanthology.org/N19-1277/)**Chi Sun, Xipeng Qiu, Xuanjing Huang*17 citations*
292. **[A Study of Incorrect Paraphrases in Crowdsourced User Utterances ↗](https://aclanthology.org/N19-1026/)**Mohammad-Ali Yaghoub-Zadeh-Fard, Boualem Benatallah, Moshe Chai Barukh et al.*16 citations*
293. **[Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition ↗](https://aclanthology.org/N19-1050/)**Shima Asaadi, Saif Mohammad, Svetlana Kiritchenko*16 citations*
294. **[Diversifying Reply Suggestions Using a Matching-Conditional Variational Autoencoder ↗](https://aclanthology.org/N19-2006/)**Budhaditya Deb, Peter Bailey, Milad Shokouhi · Human Language Technologies, Volume 2 (Industry Papers*16 citations*
295. **[Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling ↗](https://aclanthology.org/N19-1066/)**Meishan Zhang, Peili Liang, Guohong Fu*16 citations*
296. **[Factorising AMR generation through syntax](https://md.research.elamur.ai/free/en/papers/cao-2019-factorising-amr-generation-through-syntax/)**Kris Cao, Stephen Clark*16 citations · our summary*
297. **[Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision ↗](https://aclanthology.org/N19-1040/)**Yanlin Feng, Xiaojun Wan*16 citations*
298. **[Multi-Level Memory for Task Oriented Dialogs ↗](https://aclanthology.org/N19-1375/)**Revanth Gangi Reddy, Danish Contractor, Dinesh Raghu et al.*16 citations*
299. **[On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping ↗](https://aclanthology.org/N19-1222/)**Mohammad Taher Pilehvar*16 citations*
300. **[Pre-training on high-resource speech recognition improves low-resource speech-to-text translation](https://md.research.elamur.ai/free/en/papers/bansal-2019-pre-training-high-resource-speech/)**Sameer Bansal, Herman Kamper, Karen Livescu et al.*16 citations · our summary*

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