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# Findings of the Association for Computational Linguistics 2020: all accepted papers

447 papers · page 4 of 5 · the most cited first · [← Findings of the Association for Computational Linguistics 2020](https://md.research.elamur.ai/free/en/venues/findings/2020/)

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301. **[Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion ↗](https://aclanthology.org/2020.findings-emnlp.113/)**Ankur Goswami, Akshata Bhat, Hadar Ohana et al.*9 citations*
302. **[Will it Unblend? ↗](https://aclanthology.org/2020.findings-emnlp.138/)**Yuval Pinter, Cassandra L. Jacobs, Jacob Eisenstein*9 citations*
303. **[A Compare Aggregate Transformer for Understanding Document-grounded Dialogue ↗](https://aclanthology.org/2020.findings-emnlp.122/)**Longxuan Ma, Wei-Nan Zhang, Runxin Sun et al.*8 citations*
304. **[Adapting Coreference Resolution to Twitter Conversations ↗](https://aclanthology.org/2020.findings-emnlp.222/)**Berfin Aktaş, Veronika Solopova, Annalena Kohnert et al.*8 citations*
305. **[Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation ↗](https://aclanthology.org/2020.findings-emnlp.321/)**Wen Zheng, Natasa Milic-Frayling, Ke Zhou*8 citations*
306. **[Decoding Language Spatial Relations to 2D Spatial Arrangements ↗](https://aclanthology.org/2020.findings-emnlp.408/)**Gorjan Radevski, Guillem Collell, Marie-Francine Moens et al.*8 citations*
307. **[General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference ↗](https://aclanthology.org/2020.findings-emnlp.271/)**Jingfei Du, Myle Ott, Haoran Li et al.*8 citations*
308. **[Graph-to-Graph Transformer for Transition-based Dependency Parsing](https://md.research.elamur.ai/free/en/papers/mohammadshahi-2020-graph-graph-transformer-transition-based/)**Alireza Mohammadshahi, James Henderson*8 citations · our summary*
309. **[Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition ↗](https://aclanthology.org/2020.findings-emnlp.250/)**Vasileios Lioutas, Ahmad Rashid, Krtin Kumar et al.*8 citations*
310. **[Internal and external pressures on language emergence: least effort, object constancy and frequency ↗](https://aclanthology.org/2020.findings-emnlp.397/)**Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes et al.*8 citations*
311. **[Literature Retrieval for Precision Medicine with Neural Matching and Faceted Summarization ↗](https://aclanthology.org/2020.findings-emnlp.304/)**Jiho Noh, Ramakanth Kavuluru*8 citations*
312. **[Multi-pretraining for Large-scale Text Classification ↗](https://aclanthology.org/2020.findings-emnlp.185/)**Kang-Min Kim, Bumsu Hyeon, Yeachan Kim et al.*8 citations*
313. **[OptSLA: an Optimization-Based Approach for Sequential Label Aggregation ↗](https://aclanthology.org/2020.findings-emnlp.119/)**Nasim Sabetpour, Adithya Kulkarni, Qi Li*8 citations*
314. **[Research Replication Prediction Using Weakly Supervised Learning ↗](https://aclanthology.org/2020.findings-emnlp.132/)**Tianyi Luo, Xingyu Li, Hainan Wang et al.*8 citations*
315. **[Speaker or Listener? The Role of a Dialog Agent ↗](https://aclanthology.org/2020.findings-emnlp.437/)**Yafei Liu, Hongjin Qian, Hengpeng Xu et al.*8 citations*
316. **[Textual Supervision for Visually Grounded Spoken Language Understanding ↗](https://aclanthology.org/2020.findings-emnlp.244/)**Bertrand Higy, Desmond Elliott, Grzegorz Chrupała*8 citations*
317. **[Toward Stance-based Personas for Opinionated Dialogues ↗](https://aclanthology.org/2020.findings-emnlp.238/)**Thomas Scialom, Serra Sinem Tekiroğlu, Jacopo Staiano et al.*8 citations*
318. **[Will This Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora ↗](https://aclanthology.org/2020.findings-emnlp.158/)**Hancheng Cao, Mengjie Cheng, Zhepeng Cen et al.*8 citations*
319. **[A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions ↗](https://aclanthology.org/2020.findings-emnlp.67/)**Takuma Udagawa, Takato Yamazaki, Akiko Aizawa*7 citations*
320. **[Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2020.findings-emnlp.75/)**Yen-chen Wu, Bo-Hsiang Tseng, Milica Gašić*7 citations*
321. **[An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events ↗](https://aclanthology.org/2020.findings-emnlp.366/)**M. Janina Sarol, Ly Dinh, Rezvaneh Rezapour et al.*7 citations*
322. **[An Investigation of Potential Function Designs for Neural CRF ↗](https://aclanthology.org/2020.findings-emnlp.236/)**Zechuan Hu, Yong Jiang, Nguyen Bach et al.*7 citations*
323. **[Context-aware Stand-alone Neural Spelling Correction ↗](https://aclanthology.org/2020.findings-emnlp.37/)**Xiangci Li, Hairong Liu, Liang Huang*7 citations*
324. **[Corpora Evaluation and System Bias Detection in Multi-document Summarization ↗](https://aclanthology.org/2020.findings-emnlp.254/)**Alvin Dey, Tanya Chowdhury, Yash Kumar Atri et al.*7 citations*
325. **[Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation ↗](https://aclanthology.org/2020.findings-emnlp.182/)**Weijia Xu, Xing Niu, Marine Carpuat*7 citations*
326. **[Effective Crowd-Annotation of Participants, Interventions, and Outcomes in the Text of Clinical Trial Reports ↗](https://aclanthology.org/2020.findings-emnlp.274/)**Markus Zlabinger, Marta Sabou, Sebastian Hofstätter et al.*7 citations*
327. **[Effects of Naturalistic Variation in Goal-Oriented Dialog ↗](https://aclanthology.org/2020.findings-emnlp.358/)**Jatin Ganhotra, Robert Moore, Sachindra Joshi et al.*7 citations*
328. **[Examining the Ordering of Rhetorical Strategies in Persuasive Requests ↗](https://aclanthology.org/2020.findings-emnlp.116/)**Omar Shaikh, Jiaao Chen, Jon Saad-Falcon et al.*7 citations*
329. **[Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training ↗](https://aclanthology.org/2020.findings-emnlp.189/)**Dongha Choi, Hyunju Lee*7 citations*
330. **[Fine-Grained Grounding for Multimodal Speech Recognition ↗](https://aclanthology.org/2020.findings-emnlp.242/)**Tejas Srinivasan, Ramon Sanabria, Florian Metze et al.*7 citations*
331. **[Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles ↗](https://aclanthology.org/2020.findings-emnlp.277/)**Carel van Niekerk, Michael Heck, Christian Geishauser et al.*7 citations*
332. **[Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling ↗](https://aclanthology.org/2020.findings-emnlp.315/)**Dejiao Zhang, Ramesh Nallapati, Henghui Zhu et al.*7 citations*
333. **[No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension ↗](https://aclanthology.org/2020.findings-emnlp.370/)**Xuguang Wang, Linjun Shou, Ming Gong et al.*7 citations*
334. **[Universal Dependencies According to BERT: Both More Specific and More General ↗](https://aclanthology.org/2020.findings-emnlp.245/)**Tomasz Limisiewicz, David Mareček, Rudolf Rosa*7 citations*
335. **[Why and when should you pool? Analyzing Pooling in Recurrent Architectures ↗](https://aclanthology.org/2020.findings-emnlp.410/)**Pratyush Maini, Keshav Kolluru, Danish Pruthi et al.*7 citations*
336. **[A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events ↗](https://aclanthology.org/2020.findings-emnlp.306/)**Susmitha Wunnava, Xiao Qin, Tabassum Kakar et al.*6 citations*
337. **[A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining ↗](https://aclanthology.org/2020.findings-emnlp.146/)**Jiahua Chen, Shuai Wang, Sahisnu Mazumder et al.*6 citations*
338. **[Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization ↗](https://aclanthology.org/2020.findings-emnlp.131/)**Zhengyuan Liu, Ke Shi, Nancy Chen*6 citations*
339. **[Dual Inference for Improving Language Understanding and Generation ↗](https://aclanthology.org/2020.findings-emnlp.443/)**Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen*6 citations*
340. **[Generating Accurate Electronic Health Assessment from Medical Graph ↗](https://aclanthology.org/2020.findings-emnlp.336/)**Zhichao Yang, Hong Yu*6 citations*
341. **[Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning ↗](https://aclanthology.org/2020.findings-emnlp.285/)**Rui Wang, Shijing Si, Guoyin Wang et al.*6 citations*
342. **[Joint Intent Detection and Entity Linking on Spatial Domain Queries ↗](https://aclanthology.org/2020.findings-emnlp.444/)**Lei Zhang, Runze Wang, Jingbo Zhou et al.*6 citations*
343. **[Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation ↗](https://aclanthology.org/2020.findings-emnlp.405/)**Nithin Holla, Pushkar Mishra, Helen Yannakoudakis et al.*6 citations*
344. **[More Embeddings, Better Sequence Labelers? ↗](https://aclanthology.org/2020.findings-emnlp.356/)**Xinyu Wang, Yong Jiang, Nguyen Bach et al.*6 citations*
345. **[Persian Ezafe Recognition Using Transformers and Its Role in Part-Of-Speech Tagging ↗](https://aclanthology.org/2020.findings-emnlp.86/)**Ehsan Doostmohammadi, Minoo Nassajian, Adel Rahimi*6 citations*
346. **[Robust and Interpretable Grounding of Spatial References with Relation Networks ↗](https://aclanthology.org/2020.findings-emnlp.172/)**Tsung-Yen Yang, Andrew Lan, Karthik Narasimhan*6 citations*
347. **[Scene Graph Modification Based on Natural Language Commands ↗](https://aclanthology.org/2020.findings-emnlp.87/)**Xuanli He, Quan Hung Tran, Gholamreza Haffari et al.*6 citations*
348. **[Syntactic and Semantic-driven Learning for Open Information Extraction ↗](https://aclanthology.org/2020.findings-emnlp.69/)**Jialong Tang, Yaojie Lu, Hongyu Lin et al.*6 citations*
349. **[TSDG: Content-aware Neural Response Generation with Two-stage Decoding Process ↗](https://aclanthology.org/2020.findings-emnlp.192/)**Junsheng Kong, Zhicheng Zhong, Yi Cai et al.*6 citations*
350. **[Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields ↗](https://aclanthology.org/2020.findings-emnlp.13/)**Jingxuan Yang, Kerui Xu, Jun Xu et al.*6 citations*
351. **[\#Turki\$hTweets: A Benchmark Dataset for Turkish Text Correction ↗](https://aclanthology.org/2020.findings-emnlp.374/)**Asiye Tuba Koksal, Ozge Bozal, Emre Yürekli et al.*6 citations*
352. **[Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction ↗](https://aclanthology.org/2020.findings-emnlp.20/)**Pengshuai Li, Xinsong Zhang, Weijia Jia et al.*5 citations*
353. **[Adversarial Subword Regularization for Robust Neural Machine Translation ↗](https://aclanthology.org/2020.findings-emnlp.175/)**Jungsoo Park, Mujeen Sung, Jinhyuk Lee et al.*5 citations*
354. **[Adversarial Training for Code Retrieval with Question-Description Relevance Regularization ↗](https://aclanthology.org/2020.findings-emnlp.361/)**Jie Zhao, Huan Sun*5 citations*
355. **[AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval ↗](https://aclanthology.org/2020.findings-emnlp.79/)**Chieh-Yang Chen, Pei-Hsin Wang, Shih-Chieh Chang et al.*5 citations*
356. **[Automatic Term Name Generation for Gene Ontology: Task and Dataset ↗](https://aclanthology.org/2020.findings-emnlp.422/)**Yanjian Zhang, Qin Chen, Yiteng Zhang et al.*5 citations*
357. **[Computer Assisted Translation with Neural Quality Estimation and Automatic Post-Editing ↗](https://aclanthology.org/2020.findings-emnlp.197/)**Ke Wang, Jiayi Wang, Niyu Ge et al.*5 citations*
358. **[Consistent Response Generation with Controlled Specificity ↗](https://aclanthology.org/2020.findings-emnlp.396/)**Junya Takayama, Yuki Arase*5 citations*
359. **[Continual Learning Long Short Term Memory ↗](https://aclanthology.org/2020.findings-emnlp.164/)**Xin Guo, Yu Tian, Qinghan Xue et al.*5 citations*
360. **[Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning ↗](https://aclanthology.org/2020.findings-emnlp.40/)**Yifan Gao, Piji Li, Wei Bi et al.*5 citations*
361. **[ESTeR: Combining Word Co-occurrences and Word Associations for Unsupervised Emotion Detection ↗](https://aclanthology.org/2020.findings-emnlp.93/)**Sujatha Das Gollapalli, Polina Rozenshtein, See-Kiong Ng*5 citations*
362. **[Event-Driven Learning of Systematic Behaviours in Stock Markets ↗](https://aclanthology.org/2020.findings-emnlp.220/)**Xianchao Wu*5 citations*
363. **[Factorized Transformer for Multi-Domain Neural Machine Translation ↗](https://aclanthology.org/2020.findings-emnlp.377/)**Yongchao Deng, Hongfei Yu, Heng Yu et al.*5 citations*
364. **[Focus-Constrained Attention Mechanism for CVAE-based Response Generation ↗](https://aclanthology.org/2020.findings-emnlp.183/)**Zhi Cui, Yanran Li, Jiayi Zhang et al.*5 citations*
365. **[From Language to Language-ish: How Brain-Like is an LSTM's Representation of Nonsensical Language Stimuli? ↗](https://aclanthology.org/2020.findings-emnlp.57/)**Maryam Hashemzadeh, Greta Kaufeld, Martha White et al.*5 citations*
366. **[Global Bootstrapping Neural Network for Entity Set Expansion ↗](https://aclanthology.org/2020.findings-emnlp.331/)**Lingyong Yan, Xianpei Han, Ben He et al.*5 citations*
367. **[Hierarchical Region Learning for Nested Named Entity Recognition ↗](https://aclanthology.org/2020.findings-emnlp.430/)**Xinwei Long, Shuzi Niu, Yucheng Li*5 citations*
368. **[Inferring symmetry in natural language ↗](https://aclanthology.org/2020.findings-emnlp.259/)**Chelsea Tanchip, Lei Yu, Aotao Xu et al.*5 citations*
369. **[Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback ↗](https://aclanthology.org/2020.findings-emnlp.221/)**Makesh Narsimhan Sreedhar, Kun Ni, Siva Reddy*5 citations*
370. **[LiMiT: The Literal Motion in Text Dataset ↗](https://aclanthology.org/2020.findings-emnlp.88/)**Irene Manotas, Ngoc Phuoc An Vo, Vadim Sheinin*5 citations*
371. **[Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives ↗](https://aclanthology.org/2020.findings-emnlp.31/)**Won Ik Cho, Youngki Moon, Sangwhan Moon et al.*5 citations*
372. **[Mining Knowledge for Natural Language Inference from Wikipedia Categories ↗](https://aclanthology.org/2020.findings-emnlp.313/)**Mingda Chen, Zewei Chu, Karl Stratos et al.*5 citations*
373. **[Multi-Agent Mutual Learning at Sentence-Level and Token-Level for Neural Machine Translation ↗](https://aclanthology.org/2020.findings-emnlp.155/)**Baohao Liao, Yingbo Gao, Hermann Ney*5 citations*
374. **[On the Branching Bias of Syntax Extracted from Pre-trained Language Models ↗](https://aclanthology.org/2020.findings-emnlp.401/)**Huayang Li, Lemao Liu, Guoping Huang et al.*5 citations*
375. **[PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding ↗](https://aclanthology.org/2020.findings-emnlp.53/)**Zhao Jinman, Shawn Zhong, Xiaomin Zhang et al.*5 citations*
376. **[Semantic Matching for Sequence-to-Sequence Learning ↗](https://aclanthology.org/2020.findings-emnlp.21/)**Ruiyi Zhang, Changyou Chen, Xinyuan Zhang et al.*5 citations*
377. **[Structural and Functional Decomposition for Personality Image Captioning in a Communication Game ↗](https://aclanthology.org/2020.findings-emnlp.411/)**Minh Thu Nguyen, Duy Phung, Minh Hoai et al.*5 citations*
378. **[Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons ↗](https://aclanthology.org/2020.findings-emnlp.60/)**Minlong Peng, Ruotian Ma, Qi Zhang et al.*5 citations*
379. **[Unsupervised Cross-Lingual Adaptation of Dependency Parsers Using CRF Autoencoders ↗](https://aclanthology.org/2020.findings-emnlp.193/)**Zhao Li, Kewei Tu*5 citations*
380. **[Where to Submit? Helping Researchers to Choose the Right Venue ↗](https://aclanthology.org/2020.findings-emnlp.78/)**Konstantin Kobs, Tobias Koopmann, Albin Zehe et al.*5 citations*
381. **[Answer Span Correction in Machine Reading Comprehension ↗](https://aclanthology.org/2020.findings-emnlp.226/)**Revanth Gangi Reddy, Md Arafat Sultan, Efsun Sarioglu Kayi et al.*4 citations*
382. **[Attending to Long-Distance Document Context for Sequence Labeling ↗](https://aclanthology.org/2020.findings-emnlp.330/)**Matthew Jörke, Jon Gillick, Matthew Sims et al.*4 citations*
383. **[Cascaded Semantic and Positional Self-Attention Network for Document Classification ↗](https://aclanthology.org/2020.findings-emnlp.59/)**Juyong Jiang, Jie Zhang, Kai Zhang*4 citations*
384. **[Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings ↗](https://aclanthology.org/2020.findings-emnlp.423/)**Prafull Prakash, Saurabh Kumar Shashidhar, Wenlong Zhao et al.*4 citations*
385. **[Cross-Lingual Dependency Parsing by POS-Guided Word Reordering ↗](https://aclanthology.org/2020.findings-emnlp.265/)**Lu Liu, Yi Zhou, Jianhan Xu et al.*4 citations*
386. **[Generalizable and Explainable Dialogue Generation via Explicit Action Learning ↗](https://aclanthology.org/2020.findings-emnlp.355/)**Xinting Huang, Jianzhong Qi, Yu Sun et al.*4 citations*
387. **[Helpful or Hierarchical? Predicting the Communicative Strategies of Chat Participants, and their Impact on Success ↗](https://aclanthology.org/2020.findings-emnlp.214/)**Farzana Rashid, Tommaso Fornaciari, Dirk Hovy et al.*4 citations*
388. **[Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation ↗](https://aclanthology.org/2020.findings-emnlp.319/)**Luyu Gao, Xinyi Wang, Graham Neubig*4 citations*
389. **[KLearn: Background Knowledge Inference from Summarization Data ↗](https://aclanthology.org/2020.findings-emnlp.188/)**Maxime Peyrard, Robert West*4 citations*
390. **[Learning to Generalize for Sequential Decision Making ↗](https://aclanthology.org/2020.findings-emnlp.273/)**Xusen Yin, Ralph Weischedel, Jonathan May*4 citations*
391. **[Pseudo-Bidirectional Decoding for Local Sequence Transduction ↗](https://aclanthology.org/2020.findings-emnlp.136/)**Wangchunshu Zhou, Tao Ge, Ke Xu*4 citations*
392. **[Semantically Driven Sentence Fusion: Modeling and Evaluation ↗](https://aclanthology.org/2020.findings-emnlp.135/)**Eyal Ben-David, Orgad Keller, Eric Malmi et al.*4 citations*
393. **[Semi-Supervised Learning for Video Captioning ↗](https://aclanthology.org/2020.findings-emnlp.98/)**Ke Lin, Zhuoxin Gan, Liwei Wang*4 citations*
394. **[Understanding User Resistance Strategies in Persuasive Conversations ↗](https://aclanthology.org/2020.findings-emnlp.431/)**Youzhi Tian, Weiyan Shi, Chen Li et al.*4 citations*
395. **[Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling ↗](https://aclanthology.org/2020.findings-emnlp.233/)**Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz*4 citations*
396. **[Using Visual Feature Space as a Pivot Across Languages ↗](https://aclanthology.org/2020.findings-emnlp.328/)**Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt et al.*4 citations*
397. **[Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering ↗](https://aclanthology.org/2020.findings-emnlp.198/)**Po-Nien Kung, Tse-Hsuan Yang, Yi-Cheng Chen et al.*4 citations*
398. **[Adversarial Text Generation via Sequence Contrast Discrimination ↗](https://aclanthology.org/2020.findings-emnlp.5/)**Ke Wang, Xiaojun Wan*3 citations*
399. **[An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text ↗](https://aclanthology.org/2020.findings-emnlp.270/)**Daivik Swarup, Ahsaas Bajaj, Sheshera Mysore et al.*3 citations*
400. **[Beyond Language: Learning Commonsense from Images for Reasoning ↗](https://aclanthology.org/2020.findings-emnlp.392/)**Wanqing Cui, Yanyan Lan, Liang Pang et al.*3 citations*

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