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

447 papers · page 3 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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201. **[Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2020.findings-emnlp.316/)**Ziming Li, Julia Kiseleva, Maarten de Rijke*20 citations*
202. **[The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification ↗](https://aclanthology.org/2020.findings-emnlp.32/)**Abdullatif Köksal, Arzucan Özgür*20 citations*
203. **[Vocabulary Adaptation for Domain Adaptation in Neural Machine Translation ↗](https://aclanthology.org/2020.findings-emnlp.381/)**Shoetsu Sato, Jin Sakuma, Naoki Yoshinaga et al.*20 citations*
204. **[A structure-enhanced graph convolutional network for sentiment analysis ↗](https://aclanthology.org/2020.findings-emnlp.52/)**Fanyu Meng, Junlan Feng, Danping Yin et al.*19 citations*
205. **[Cross-Lingual Training of Neural Models for Document Ranking ↗](https://aclanthology.org/2020.findings-emnlp.249/)**Peng Shi, He Bai, Jimmy Lin*19 citations*
206. **[End-to-End Speech Recognition and Disfluency Removal ↗](https://aclanthology.org/2020.findings-emnlp.186/)**Paria Jamshid Lou, Mark Johnson*19 citations*
207. **[Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots ↗](https://aclanthology.org/2020.findings-emnlp.127/)**Jia-Chen Gu, Zhenhua Ling, Quan Liu et al.*19 citations*
208. **[Improving Text Understanding via Deep Syntax-Semantics Communication ↗](https://aclanthology.org/2020.findings-emnlp.8/)**Hao Fei, Yafeng Ren, Donghong Ji*19 citations*
209. **[Neutralizing Gender Bias in Word Embeddings with Latent Disentanglement and Counterfactual Generation ↗](https://aclanthology.org/2020.findings-emnlp.280/)**Seungjae Shin, Kyungwoo Song, JoonHo Jang et al.*19 citations*
210. **[Revisiting Representation Degeneration Problem in Language Modeling ↗](https://aclanthology.org/2020.findings-emnlp.46/)**Zhong Zhang, Chongming Gao, Cong Xu et al.*19 citations*
211. **[Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention ↗](https://aclanthology.org/2020.findings-emnlp.2/)**Ningyu Zhang, Shumin Deng, Juan Li et al.*19 citations*
212. **[Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space ↗](https://aclanthology.org/2020.findings-emnlp.441/)**Dongyu Ru, Jiangtao Feng, Lin Qiu et al.*18 citations*
213. **[BERT for Monolingual and Cross-Lingual Reverse Dictionary ↗](https://aclanthology.org/2020.findings-emnlp.388/)**Hang Yan, Xiaonan Li, Xipeng Qiu et al.*18 citations*
214. **[Finding the Optimal Vocabulary Size for Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/gowda-2020-finding-optimal-vocabulary-size-neural/)**Thamme Gowda, Jonathan May*18 citations · our summary*
215. **[Guided Dialogue Policy Learning without Adversarial Learning in the Loop ↗](https://aclanthology.org/2020.findings-emnlp.209/)**Ziming Li, Sungjin Lee, Baolin Peng et al.*18 citations*
216. **[Out-of-Sample Representation Learning for Knowledge Graphs ↗](https://aclanthology.org/2020.findings-emnlp.241/)**Marjan Albooyeh, Rishab Goel, Seyed Mehran Kazemi*18 citations*
217. **[Predicting Responses to Psychological Questionnaires from Participants' Social Media Posts and Question Text Embeddings ↗](https://aclanthology.org/2020.findings-emnlp.137/)**Huy Vu, Suhaib Abdurahman, Sudeep Bhatia et al.*18 citations*
218. **[Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling ↗](https://aclanthology.org/2020.findings-emnlp.216/)**Zhenghao Liu, Chenyan Xiong, Zhuyun Dai et al.*17 citations*
219. **[ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments ↗](https://aclanthology.org/2020.findings-emnlp.348/)**Hyounghun Kim, Abhaysinh Zala, Graham Burri et al.*17 citations*
220. **[Diversify Question Generation with Continuous Content Selectors and Question Type Modeling ↗](https://aclanthology.org/2020.findings-emnlp.194/)**Zhen Wang, Siwei Rao, Jie Zhang et al.*17 citations*
221. **[Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification ↗](https://aclanthology.org/2020.findings-emnlp.262/)**Heng Gong, Wei Bi, Xiaocheng Feng et al.*17 citations*
222. **[MultiDM-GCN: Aspect-guided Response Generation in Multi-domain Multi-modal Dialogue System using Graph Convolutional Network ↗](https://aclanthology.org/2020.findings-emnlp.210/)**Mauajama Firdaus, Nidhi Thakur, Asif Ekbal*17 citations*
223. **[Towards Context-Aware Code Comment Generation ↗](https://aclanthology.org/2020.findings-emnlp.350/)**Xiaohan Yu, Quzhe Huang, Zheng Wang et al.*17 citations*
224. **[Zero-shot Entity Linking with Efficient Long Range Sequence Modeling ↗](https://aclanthology.org/2020.findings-emnlp.228/)**Zonghai Yao, Liangliang Cao, Huapu Pan*17 citations*
225. **[A little goes a long way: Improving toxic language classification despite data scarcity ↗](https://aclanthology.org/2020.findings-emnlp.269/)**Mika Juuti, Tommi Gröndahl, Adrian Flanagan et al.*16 citations*
226. **[Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines ↗](https://aclanthology.org/2020.findings-emnlp.380/)**Łukasz Borchmann, Dawid Wisniewski, Andrzej Gretkowski et al.*16 citations*
227. **[Dynamic Data Selection for Curriculum Learning via Ability Estimation ↗](https://aclanthology.org/2020.findings-emnlp.48/)**John P. Lalor, Hong Yu*16 citations*
228. **[Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection ↗](https://aclanthology.org/2020.findings-emnlp.84/)**Michele Corazza, Stefano Menini, Elena Cabrio et al.*16 citations*
229. **[Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues ↗](https://aclanthology.org/2020.findings-emnlp.126/)**Sixing Wu, Ying Li, Dawei Zhang et al.*16 citations*
230. **[On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers ↗](https://aclanthology.org/2020.findings-emnlp.227/)**Marius Mosbach, Anna Khokhlova, Michael A. Hedderich et al.*16 citations*
231. **[Towards Zero-Shot Conditional Summarization with Adaptive Multi-Task Fine-Tuning ↗](https://aclanthology.org/2020.findings-emnlp.289/)**Travis Goodwin, Max Savery, Dina Demner-Fushman*16 citations*
232. **[A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph ↗](https://aclanthology.org/2020.findings-emnlp.299/)**Lin Qiao, Jianhao Yan, Fandong Meng et al.*15 citations*
233. **[Data-to-Text Generation with Style Imitation ↗](https://aclanthology.org/2020.findings-emnlp.144/)**Shuai Lin, Wentao Wang, Zichao Yang et al.*15 citations*
234. **[Exploiting Unsupervised Data for Emotion Recognition in Conversations ↗](https://aclanthology.org/2020.findings-emnlp.435/)**Wenxiang Jiao, Michael Lyu, Irwin King*15 citations*
235. **[Exploring BERT's Sensitivity to Lexical Cues using Tests from Semantic Priming ↗](https://aclanthology.org/2020.findings-emnlp.415/)**Kanishka Misra, Allyson Ettinger, Julia Rayz*15 citations*
236. **[How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization ↗](https://aclanthology.org/2020.findings-emnlp.229/)**Jian Liu, Yubo Chen, Kang Liu et al.*15 citations*
237. **[Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP ↗](https://aclanthology.org/2020.findings-emnlp.18/)**Hao Fei, Yafeng Ren, Donghong Ji*15 citations*
238. **[Social Commonsense Reasoning with Multi-Head Knowledge Attention ↗](https://aclanthology.org/2020.findings-emnlp.267/)**Debjit Paul, Anette Frank*15 citations*
239. **[StyleDGPT: Stylized Response Generation with Pre-trained Language Models ↗](https://aclanthology.org/2020.findings-emnlp.140/)**Ze Yang, Wei Wu, Can Xu et al.*15 citations*
240. **[Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention ↗](https://aclanthology.org/2020.findings-emnlp.200/)**Daeun Lee, Soyoung Park, Jiwon Kang et al.*14 citations*
241. **[Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach ↗](https://aclanthology.org/2020.findings-emnlp.115/)**Maosen Zhang, Nan Jiang, Lei Li et al.*14 citations*
242. **[NeuReduce: Reducing Mixed Boolean-Arithmetic Expressions by Recurrent Neural Network ↗](https://aclanthology.org/2020.findings-emnlp.56/)**Weijie Feng, Binbin Liu, Dongpeng Xu et al.*14 citations*
243. **[Undersensitivity in Neural Reading Comprehension ↗](https://aclanthology.org/2020.findings-emnlp.103/)**Johannes Welbl, Pasquale Minervini, Max Bartolo et al.*14 citations*
244. **[Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse Relations](https://md.research.elamur.ai/free/en/papers/lee-2020-weakly-supervised-modeling-contextualized-event/)**I-Ta Lee, Maria Leonor Pacheco, Dan Goldwasser*14 citations · our summary*
245. **[Assessing Human-Parity in Machine Translation on the Segment Level ↗](https://aclanthology.org/2020.findings-emnlp.375/)**Yvette Graham, Christian Federmann, Maria Eskevich et al.*13 citations*
246. **[Characterizing the Value of Information in Medical Notes ↗](https://aclanthology.org/2020.findings-emnlp.187/)**Chao-Chun Hsu, Shantanu Karnwal, Sendhil Mullainathan et al.*13 citations*
247. **[Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning ↗](https://aclanthology.org/2020.findings-emnlp.121/)**Fei Cheng, Masayuki Asahara, Ichiro Kobayashi et al.*13 citations*
248. **[How Can Self-Attention Networks Recognize Dyck-n Languages? ↗](https://aclanthology.org/2020.findings-emnlp.384/)**Javid Ebrahimi, Dhruv Gelda, Wei Zhang*13 citations*
249. **[On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks ↗](https://aclanthology.org/2020.findings-emnlp.305/)**Stephen Mussmann, Robin Jia, Percy Liang*13 citations*
250. **[Optimizing Word Segmentation for Downstream Task ↗](https://aclanthology.org/2020.findings-emnlp.120/)**Tatsuya Hiraoka, Sho Takase, Kei Uchiumi et al.*13 citations*
251. **[Robust Backed-off Estimation of Out-of-Vocabulary Embeddings ↗](https://aclanthology.org/2020.findings-emnlp.434/)**Nobukazu Fukuda, Naoki Yoshinaga, Masaru Kitsuregawa*13 citations*
252. **[Weakly- and Semi-supervised Evidence Extraction ↗](https://aclanthology.org/2020.findings-emnlp.353/)**Danish Pruthi, Bhuwan Dhingra, Graham Neubig et al.*13 citations*
253. **[A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction ↗](https://aclanthology.org/2020.findings-emnlp.26/)**Masato Mita, Shun Kiyono, Masahiro Kaneko et al.*12 citations*
254. **[Be Different to Be Better! A Benchmark to Leverage the Complementarity of Language and Vision ↗](https://aclanthology.org/2020.findings-emnlp.248/)**Sandro Pezzelle, Claudio Greco, Greta Gandolfi et al.*12 citations*
255. **[Enhancing Generalization in Natural Language Inference by Syntax ↗](https://aclanthology.org/2020.findings-emnlp.447/)**Qi He, Han Wang, Yue Zhang*12 citations*
256. **[GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking ↗](https://aclanthology.org/2020.findings-emnlp.95/)**Peng Wu, Bowei Zou, Ridong Jiang et al.*12 citations*
257. **[Guiding Attention for Self-Supervised Learning with Transformers ↗](https://aclanthology.org/2020.findings-emnlp.419/)**Ameet Deshpande, Karthik Narasimhan*12 citations*
258. **[PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions ↗](https://aclanthology.org/2020.findings-emnlp.251/)**Jiazhao Li, Corey Lester, Xinyan Zhao et al.*12 citations*
259. **[Quantifying the Contextualization of Word Representations with Semantic Class Probing ↗](https://aclanthology.org/2020.findings-emnlp.109/)**Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh et al.*12 citations*
260. **[The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation ↗](https://aclanthology.org/2020.findings-emnlp.327/)**Jie He, Tao Wang, Deyi Xiong et al.*12 citations*
261. **[Visuo-Linguistic Question Answering (VLQA) Challenge ↗](https://aclanthology.org/2020.findings-emnlp.413/)**Shailaja Keyur Sampat, Yezhou Yang, Chitta Baral*12 citations*
262. **[Abstractive Multi-Document Summarization via Joint Learning with Single-Document Summarization ↗](https://aclanthology.org/2020.findings-emnlp.231/)**Hanqi Jin, Xiaojun Wan*11 citations*
263. **[Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension ↗](https://aclanthology.org/2020.findings-emnlp.333/)**Adyasha Maharana, Mohit Bansal*11 citations*
264. **[Data Annealing for Informal Language Understanding Tasks ↗](https://aclanthology.org/2020.findings-emnlp.282/)**Jing Gu, Zhou Yu*11 citations*
265. **[Domain Adversarial Fine-Tuning as an Effective Regularizer ↗](https://aclanthology.org/2020.findings-emnlp.278/)**Giorgos Vernikos, Katerina Margatina, Alexandra Chronopoulou et al.*11 citations*
266. **[Event-Related Bias Removal for Real-time Disaster Events ↗](https://aclanthology.org/2020.findings-emnlp.344/)**Salvador Medina Maza, Evangelia Spiliopoulou, Eduard Hovy et al.*11 citations*
267. **[Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory ↗](https://aclanthology.org/2020.findings-emnlp.426/)**Hannah Chen, Yangfeng Ji, David Evans*11 citations*
268. **[Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training ↗](https://aclanthology.org/2020.findings-emnlp.349/)**Renjie Zheng, Mingbo Ma, Baigong Zheng et al.*11 citations*
269. **[Improving Event Duration Prediction via Time-aware Pre-training ↗](https://aclanthology.org/2020.findings-emnlp.302/)**Zonglin Yang, Xinya Du, Alexander Rush et al.*11 citations*
270. **[Improving Limited Labeled Dialogue State Tracking with Self-Supervision ↗](https://aclanthology.org/2020.findings-emnlp.400/)**Chien-Sheng Wu, Steven C.H. Hoi, Caiming Xiong*11 citations*
271. **[Improving QA Generalization by Concurrent Modeling of Multiple Biases ↗](https://aclanthology.org/2020.findings-emnlp.74/)**Mingzhu Wu, Nafise Sadat Moosavi, Andreas Rücklé et al.*11 citations*
272. **[KoBE: Knowledge-Based Machine Translation Evaluation](https://md.research.elamur.ai/free/en/papers/gekhman-2020-kobe-knowledge-based-machine-translation/)**Zorik Gekhman, Roee Aharoni, Genady Beryozkin et al.*11 citations · our summary*
273. **[Looking inside Noun Compounds: Unsupervised Prepositional and Free Paraphrasing ↗](https://aclanthology.org/2020.findings-emnlp.386/)**Girishkumar Ponkiya, Rudra Murthy, Pushpak Bhattacharyya et al.*11 citations*
274. **[Modeling Preconditions in Text with a Crowd-sourced Dataset ↗](https://aclanthology.org/2020.findings-emnlp.340/)**Heeyoung Kwon, Mahnaz Koupaee, Pratyush Singh et al.*11 citations*
275. **[Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue ↗](https://aclanthology.org/2020.findings-emnlp.179/)**WeiSheng Zhang, Kaisong Song, Yangyang Kang et al.*11 citations*
276. **[Ruler: Data Programming by Demonstration for Document Labeling ↗](https://aclanthology.org/2020.findings-emnlp.181/)**Sara Evensen, Chang Ge, Cagatay Demiralp*11 citations*
277. **[SeNsER: Learning Cross-Building Sensor Metadata Tagger ↗](https://aclanthology.org/2020.findings-emnlp.85/)**Yang Jiao, Jiacheng Li, Jiaman Wu et al.*11 citations*
278. **[What-if I ask you to explain: Explaining the effects of perturbations in procedural text ↗](https://aclanthology.org/2020.findings-emnlp.300/)**Dheeraj Rajagopal, Niket Tandon, Peter Clark et al.*11 citations*
279. **[A Semantics-based Approach to Disclosure Classification in User-Generated Online Content ↗](https://aclanthology.org/2020.findings-emnlp.312/)**Chandan Akiti, Anna Squicciarini, Sarah Rajtmajer*10 citations*
280. **[A Shared-Private Representation Model with Coarse-to-Fine Extraction for Target Sentiment Analysis ↗](https://aclanthology.org/2020.findings-emnlp.382/)**Peiqin Lin, Meng Yang*10 citations*
281. **[Assessing Robustness of Text Classification through Maximal Safe Radius Computation ↗](https://aclanthology.org/2020.findings-emnlp.266/)**Emanuele La Malfa, Min Wu, Luca Laurenti et al.*10 citations*
282. **[Context Analysis for Pre-trained Masked Language Models ↗](https://aclanthology.org/2020.findings-emnlp.338/)**Yi-An Lai, Garima Lalwani, Yi Zhang*10 citations*
283. **[Narrative Text Generation with a Latent Discrete Plan ↗](https://aclanthology.org/2020.findings-emnlp.325/)**Harsh Jhamtani, Taylor Berg-Kirkpatrick*10 citations*
284. **[Pragmatic Issue-Sensitive Image Captioning](https://md.research.elamur.ai/free/en/papers/nie-2020-pragmatic-issue-sensitive-image-captioning/)**Allen Nie, Reuben Cohn-Gordon, Christopher Potts*10 citations · our summary*
285. **[STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval](https://md.research.elamur.ai/free/en/papers/conforti-2020-stander-expert-annotated-dataset-news/)**Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar et al.*10 citations · our summary*
286. **[Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts ↗](https://aclanthology.org/2020.findings-emnlp.77/)**Kosuke Yamada, Tsutomu Hirao, Ryohei Sasano et al.*10 citations*
287. **[The Role of Reentrancies in Abstract Meaning Representation Parsing ↗](https://aclanthology.org/2020.findings-emnlp.199/)**Ida Szubert, Marco Damonte, Shay B. Cohen et al.*10 citations*
288. **[Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER ↗](https://aclanthology.org/2020.findings-emnlp.429/)**Qingkai Zeng, Wenhao Yu, Mengxia Yu et al.*10 citations*
289. **[Using the Past Knowledge to Improve Sentiment Classification ↗](https://aclanthology.org/2020.findings-emnlp.101/)**Qi Qin, Wenpeng Hu, Bing Liu*10 citations*
290. **[What do we expect from Multiple-choice QA Systems? ↗](https://aclanthology.org/2020.findings-emnlp.317/)**Krunal Shah, Nitish Gupta, Dan Roth*10 citations*
291. **[A Pointer Network Architecture for Joint Morphological Segmentation and Tagging](https://md.research.elamur.ai/free/en/papers/seker-2020-pointer-network-architecture-joint-morphological/)**Amit Seker, Reut Tsarfaty*9 citations · our summary*
292. **[Balancing via Generation for Multi-Class Text Classification Improvement ↗](https://aclanthology.org/2020.findings-emnlp.130/)**Naama Tepper, Esther Goldbraich, Naama Zwerdling et al.*9 citations*
293. **[Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers ↗](https://aclanthology.org/2020.findings-emnlp.166/)**Brian Lester, Daniel Pressel, Amy Hemmeter et al.*9 citations*
294. **[Contextual Modulation for Relation-Level Metaphor Identification ↗](https://aclanthology.org/2020.findings-emnlp.36/)**Omnia Zayed, John P. McCrae, Paul Buitelaar*9 citations*
295. **[Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation ↗](https://aclanthology.org/2020.findings-emnlp.33/)**Giuseppe Russo, Nora Hollenstein, Claudiu Cristian Musat et al.*9 citations*
296. **[Controllable Text Generation with Focused Variation ↗](https://aclanthology.org/2020.findings-emnlp.339/)**Lei Shu, Alexandros Papangelis, Yi-Chia Wang et al.*9 citations*
297. **[Fast End-to-end Coreference Resolution for Korean ↗](https://aclanthology.org/2020.findings-emnlp.237/)**Cheoneum Park, Jamin Shin, Sungjoon Park et al.*9 citations*
298. **[Inserting Information Bottlenecks for Attribution in Transformers ↗](https://aclanthology.org/2020.findings-emnlp.343/)**Zhiying Jiang, Raphael Tang, Ji Xin et al.*9 citations*
299. **[LSTMs Compose–-and Learn–-Bottom-Up ↗](https://aclanthology.org/2020.findings-emnlp.252/)**Naomi Saphra, Adam Lopez*9 citations*
300. **[Target Conditioning for One-to-Many Generation ↗](https://aclanthology.org/2020.findings-emnlp.256/)**Marie-Anne Lachaux, Armand Joulin, Guillaume Lample*9 citations*

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