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title: "EMNLP 2020 — all accepted papers, page 3 — Elamur Research"
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# EMNLP 2020: all accepted papers

787 papers · page 3 of 8 · the most cited first · [← EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/)

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201. **[Masking as an Efficient Alternative to Finetuning for Pretrained Language Models ↗](https://aclanthology.org/2020.emnlp-main.174/)**Mengjie Zhao, Tao Lin, Fei Mi et al.*62 citations*
202. **[Text Graph Transformer for Document Classification ↗](https://aclanthology.org/2020.emnlp-main.668/)**Haopeng Zhang, Jiawei Zhang*62 citations*
203. **[Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning ↗](https://aclanthology.org/2020.emnlp-main.61/)**Zhiyuan Fang, Tejas Gokhale, Pratyay Banerjee et al.*62 citations*
204. **[Biomedical Event Extraction as Sequence Labeling ↗](https://aclanthology.org/2020.emnlp-main.431/)**Alan Ramponi, Rob van der Goot, Rosario Lombardo et al.*61 citations*
205. **[Contrastive Distillation on Intermediate Representations for Language Model Compression ↗](https://aclanthology.org/2020.emnlp-main.36/)**Siqi Sun, Zhe Gan, Yuwei Fang et al.*61 citations*
206. **[Entity Enhanced BERT Pre-training for Chinese NER ↗](https://aclanthology.org/2020.emnlp-main.518/)**Chen Jia, Yuefeng Shi, Qinrong Yang et al.*61 citations*
207. **[Few-Shot Learning for Opinion Summarization ↗](https://aclanthology.org/2020.emnlp-main.337/)**Arthur Bražinskas, Mirella Lapata, Ivan Titov*61 citations*
208. **[Pre-Training Transformers as Energy-Based Cloze Models ↗](https://aclanthology.org/2020.emnlp-main.20/)**Kevin Clark, Minh-Thang Luong, Quoc Le et al.*61 citations*
209. **[Fortifying Toxic Speech Detectors Against Veiled Toxicity ↗](https://aclanthology.org/2020.emnlp-main.622/)**Xiaochuang Han, Yulia Tsvetkov*60 citations*
210. **[Monolingual Adapters for Zero-Shot Neural Machine Translation](https://md.research.elamur.ai/free/en/papers/philip-2020-monolingual-adapters-zero-shot-neural/)**Jerin Philip, Alexandre Berard, Matthias Gallé et al.*60 citations · our summary*
211. **[Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.207/)**Tahmid Hasan, Abhik Bhattacharjee, Kazi Samin et al.*60 citations*
212. **[PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation ↗](https://aclanthology.org/2020.emnlp-main.700/)**Bin Bi, Chenliang Li, Chen Wu et al.*60 citations*
213. **[PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction ↗](https://aclanthology.org/2020.emnlp-main.602/)**Xinyao Ma, Maarten Sap, Hannah Rashkin et al.*60 citations*
214. **[Analyzing Redundancy in Pretrained Transformer Models ↗](https://aclanthology.org/2020.emnlp-main.398/)**Fahim Dalvi, Hassan Sajjad, Nadir Durrani et al.*59 citations*
215. **[End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems ↗](https://aclanthology.org/2020.emnlp-main.439/)**Siamak Shakeri, Cicero Nogueira dos Santos, Henghui Zhu et al.*59 citations*
216. **[Improving AMR Parsing with Sequence-to-Sequence Pre-training ↗](https://aclanthology.org/2020.emnlp-main.196/)**Dongqin Xu, Junhui Li, Muhua Zhu et al.*59 citations*
217. **[Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems ↗](https://aclanthology.org/2020.emnlp-main.309/)**Jinghui Qin, Lihui Lin, Xiaodan Liang et al.*59 citations*
218. **[Assessing Phrasal Representation and Composition in Transformers ↗](https://aclanthology.org/2020.emnlp-main.397/)**Lang Yu, Allyson Ettinger*58 citations*
219. **[Learning from Task Descriptions](https://md.research.elamur.ai/free/en/papers/weller-2020-learning-task-descriptions/)**Orion Weller, Nicholas Lourie, Matt Gardner et al.*58 citations · our summary*
220. **[Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder ↗](https://aclanthology.org/2020.emnlp-main.138/)**Xiaobao Wu, Chunping Li, Yan Zhu et al.*58 citations*
221. **[Sub-Instruction Aware Vision-and-Language Navigation ↗](https://aclanthology.org/2020.emnlp-main.271/)**Yicong Hong, Cristian Rodriguez, Qi Wu et al.*58 citations*
222. **[APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning ↗](https://aclanthology.org/2020.emnlp-main.569/)**Liying Cheng, Lidong Bing, Qian Yu et al.*57 citations*
223. **[Accurate Word Alignment Induction from Neural Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.42/)**Yun Chen, Yang Liu, Guanhua Chen et al.*57 citations*
224. **[CSP:Code-Switching Pre-training for Neural Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.208/)**Zhen Yang, Bojie Hu, Ambyera Han et al.*57 citations*
225. **[Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News ↗](https://aclanthology.org/2020.emnlp-main.163/)**Reuben Tan, Bryan Plummer, Kate Saenko*57 citations*
226. **[Digital Voicing of Silent Speech ↗](https://aclanthology.org/2020.emnlp-main.445/)**David Gaddy, Dan Klein · 🏆 Best Paper*57 citations*
227. **[Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning ↗](https://aclanthology.org/2020.emnlp-main.175/)**Xiaomian Kang, Yang Zhao, Jiajun Zhang et al.*57 citations*
228. **[Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product ↗](https://aclanthology.org/2020.emnlp-main.166/)**Tiangang Zhu, Yue Wang, Haoran Li et al.*57 citations*
229. **[How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking ↗](https://aclanthology.org/2020.emnlp-main.262/)**Nicola De Cao, Michael Sejr Schlichtkrull, Wilker Aziz et al.*56 citations*
230. **[More Bang for Your Buck: Natural Perturbation for Robust Question Answering ↗](https://aclanthology.org/2020.emnlp-main.12/)**Daniel Khashabi, Tushar Khot, Ashish Sabharwal*56 citations*
231. **[Multi-task Learning for Multilingual Neural Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.75/)**Yiren Wang, ChengXiang Zhai, Hany Hassan*56 citations*
232. **[Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos ↗](https://aclanthology.org/2020.emnlp-main.144/)**Nayu Liu, Xian Sun, Hongfeng Yu et al.*56 citations*
233. **[T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack ↗](https://aclanthology.org/2020.emnlp-main.495/)**Boxin Wang, Hengzhi Pei, Boyuan Pan et al.*56 citations*
234. **[Augmented Natural Language for Generative Sequence Labeling ↗](https://aclanthology.org/2020.emnlp-main.27/)**Ben Athiwaratkun, Cicero Nogueira dos Santos, Jason Krone et al.*55 citations*
235. **[Enhancing Aspect Term Extraction with Soft Prototypes ↗](https://aclanthology.org/2020.emnlp-main.164/)**Zhuang Chen, Tieyun Qian*55 citations*
236. **[Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start ↗](https://aclanthology.org/2020.emnlp-main.660/)**Wenpeng Yin, Nazneen Fatema Rajani, Dragomir Radev et al.*55 citations*
237. **[Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding ↗](https://aclanthology.org/2020.emnlp-main.568/)**Jiaxin Huang, Yu Meng, Fang Guo et al.*55 citations*
238. **[Analyzing Individual Neurons in Pre-trained Language Models ↗](https://aclanthology.org/2020.emnlp-main.395/)**Nadir Durrani, Hassan Sajjad, Fahim Dalvi et al.*54 citations*
239. **[Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data ↗](https://aclanthology.org/2020.emnlp-main.102/)**Lingkai Kong, Haoming Jiang, Yuchen Zhuang et al.*54 citations*
240. **[Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition ↗](https://aclanthology.org/2020.emnlp-main.590/)**Xiangji Zeng, Yunliang Li, Yuchen Zhai et al.*54 citations*
241. **[Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning ↗](https://aclanthology.org/2020.emnlp-main.688/)**Deren Lei, Gangrong Jiang, Xiaotao Gu et al.*54 citations*
242. **[Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning ↗](https://aclanthology.org/2020.emnlp-main.64/)**Haochen Liu, Wentao Wang, Yiqi Wang et al.*54 citations*
243. **[Structure Aware Negative Sampling in Knowledge Graphs ↗](https://aclanthology.org/2020.emnlp-main.492/)**Kian Ahrabian, Aarash Feizi, Yasmin Salehi et al.*54 citations*
244. **[Template Guided Text Generation for Task-Oriented Dialogue ↗](https://aclanthology.org/2020.emnlp-main.527/)**Mihir Kale, Abhinav Rastogi*54 citations*
245. **[Unsupervised Text Style Transfer with Padded Masked Language Models ↗](https://aclanthology.org/2020.emnlp-main.699/)**Eric Malmi, Aliaksei Severyn, Sascha Rothe*54 citations*
246. **[CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval ↗](https://aclanthology.org/2020.emnlp-main.340/)**Shuo Sun, Kevin Duh*53 citations*
247. **[Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think! ↗](https://aclanthology.org/2020.emnlp-main.62/)**Jack Hessel, Lillian Lee*53 citations*
248. **[Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering ↗](https://aclanthology.org/2020.emnlp-main.11/)**Pratyay Banerjee, Chitta Baral*53 citations*
249. **[Knowledge Graph Alignment with Entity-Pair Embedding ↗](https://aclanthology.org/2020.emnlp-main.130/)**Zhichun Wang, Jinjian Yang, Xiaoju Ye*52 citations*
250. **[Table Fact Verification with Structure-Aware Transformer ↗](https://aclanthology.org/2020.emnlp-main.126/)**Hongzhi Zhang, Yingyao Wang, Sirui Wang et al.*52 citations*
251. **[Emotion-Cause Pair Extraction as Sequence Labeling Based on A Novel Tagging Scheme ↗](https://aclanthology.org/2020.emnlp-main.289/)**Chaofa Yuan, Chuang Fan, Jianzhu Bao et al.*51 citations*
252. **[Identifying Elements Essential for BERT's Multilinguality](https://md.research.elamur.ai/free/en/papers/dufter-2020-identifying-elements-essential-bert-s/)**Philipp Dufter, Hinrich Schütze*51 citations · our summary*
253. **[Intrinsic Evaluation of Summarization Datasets ↗](https://aclanthology.org/2020.emnlp-main.649/)**Rishi Bommasani, Claire Cardie*51 citations*
254. **[Semi-supervised New Event Type Induction and Event Detection ↗](https://aclanthology.org/2020.emnlp-main.53/)**Lifu Huang, Heng Ji*51 citations*
255. **[Coarse-to-Fine Pre-training for Named Entity Recognition ↗](https://aclanthology.org/2020.emnlp-main.514/)**Xue Mengge, Bowen Yu, Zhenyu Zhang et al.*50 citations*
256. **[Look at the First Sentence: Position Bias in Question Answering](https://md.research.elamur.ai/free/en/papers/ko-2020-look-first-sentence-position-bias/)**Miyoung Ko, Jinhyuk Lee, Hyunjae Kim et al.*50 citations · our summary*
257. **[Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning ↗](https://aclanthology.org/2020.emnlp-main.294/)**Hanlu Wu, Tengfei Ma, Lingfei Wu et al.*50 citations*
258. **[Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements ↗](https://aclanthology.org/2020.emnlp-main.443/)**Yang Li, Gang Li, Luheng He et al.*50 citations*
259. **[A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning ↗](https://aclanthology.org/2020.emnlp-main.740/)**Yichi Zhang, Zhijian Ou, Min Hu et al.*49 citations*
260. **[AxCell: Automatic Extraction of Results from Machine Learning Papers ↗](https://aclanthology.org/2020.emnlp-main.692/)**Marcin Kardas, Piotr Czapla, Pontus Stenetorp et al.*49 citations*
261. **[Dynamic Data Selection and Weighting for Iterative Back-Translation ↗](https://aclanthology.org/2020.emnlp-main.475/)**Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig*49 citations*
262. **[Efficient Meta Lifelong-Learning with Limited Memory ↗](https://aclanthology.org/2020.emnlp-main.39/)**Zirui Wang, Sanket Vaibhav Mehta, Barnabas Poczos et al.*49 citations*
263. **[Incomplete Utterance Rewriting as Semantic Segmentation ↗](https://aclanthology.org/2020.emnlp-main.227/)**Qian Liu, Bei Chen, Jian-Guang Lou et al.*49 citations*
264. **[Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning ↗](https://aclanthology.org/2020.emnlp-main.719/)**Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt et al.*49 citations*
265. **[Losing Heads in the Lottery: Pruning Transformer Attention in Neural Machine Translation ↗](https://aclanthology.org/2020.emnlp-main.211/)**Maximiliana Behnke, Kenneth Heafield*49 citations*
266. **[A Simple Yet Strong Pipeline for HotpotQA ↗](https://aclanthology.org/2020.emnlp-main.711/)**Dirk Groeneveld, Tushar Khot, Mausam et al.*48 citations*
267. **[Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations ↗](https://aclanthology.org/2020.emnlp-main.108/)**Jianfei Yu, Jing Jiang, Ling Min Serena Khoo et al.*48 citations*
268. **[Interpretable Multi-dataset Evaluation for Named Entity Recognition ↗](https://aclanthology.org/2020.emnlp-main.489/)**Jinlan Fu, Pengfei Liu, Graham Neubig*48 citations*
269. **[Modularized Transfomer-based Ranking Framework ↗](https://aclanthology.org/2020.emnlp-main.342/)**Luyu Gao, Zhuyun Dai, Jamie Callan*48 citations*
270. **[Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis ↗](https://aclanthology.org/2020.emnlp-main.287/)**Yuncong Li, Cunxiang Yin, Sheng-hua Zhong et al.*48 citations*
271. **[Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning ↗](https://aclanthology.org/2020.emnlp-main.136/)**Yuning Mao, Yanru Qu, Yiqing Xie et al.*48 citations*
272. **[On the Ability and Limitations of Transformers to Recognize Formal Languages](https://md.research.elamur.ai/free/en/papers/bhattamishra-2020-ability-limitations-transformers-recognize-formal/)**Satwik Bhattamishra, Kabir Ahuja, Navin Goyal*48 citations · our summary*
273. **[Question Directed Graph Attention Network for Numerical Reasoning over Text ↗](https://aclanthology.org/2020.emnlp-main.549/)**Kunlong Chen, Weidi Xu, Xingyi Cheng et al.*48 citations*
274. **[RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark ↗](https://aclanthology.org/2020.emnlp-main.381/)**Tatiana Shavrina, Alena Fenogenova, Emelyanov Anton et al.*48 citations*
275. **[Friendly Topic Assistant for Transformer Based Abstractive Summarization ↗](https://aclanthology.org/2020.emnlp-main.35/)**Zhengjue Wang, Zhibin Duan, Hao Zhang et al.*47 citations*
276. **[Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers ↗](https://aclanthology.org/2020.emnlp-main.347/)**Hanjie Chen, Yangfeng Ji*47 citations*
277. **[PRover: Proof Generation for Interpretable Reasoning over Rules](https://md.research.elamur.ai/free/en/papers/saha-2020-prover-proof-generation-interpretable-reasoning/)**Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava et al.*47 citations · our summary*
278. **[Train No Evil: Selective Masking for Task-Guided Pre-Training ↗](https://aclanthology.org/2020.emnlp-main.566/)**Yuxian Gu, Zhengyan Zhang, Xiaozhi Wang et al.*47 citations*
279. **[Transformer Based Multi-Source Domain Adaptation ↗](https://aclanthology.org/2020.emnlp-main.639/)**Dustin Wright, Isabelle Augenstein*47 citations*
280. **[UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation ↗](https://aclanthology.org/2020.emnlp-main.736/)**Jian Guan, Minlie Huang*47 citations*
281. **[Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness](https://md.research.elamur.ai/free/en/papers/kim-2020-will-i-sound-like-me/)**Hyunwoo Kim, Byeongchang Kim, Gunhee Kim*47 citations · our summary*
282. **[GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems ↗](https://aclanthology.org/2020.emnlp-main.147/)**Shiquan Yang, Rui Zhang, Sarah Erfani*46 citations*
283. **[Improving Neural Topic Models using Knowledge Distillation ↗](https://aclanthology.org/2020.emnlp-main.137/)**Alexander Hoyle, Pranav Goel, Philip Resnik*46 citations*
284. **[Investigating African-American Vernacular English in Transformer-Based Text Generation](https://md.research.elamur.ai/free/en/papers/groenwold-2020-investigating-african-american-vernacular-english/)**Sophie Groenwold, Lily Ou, Aesha Parekh et al.*46 citations · our summary*
285. **[LAReQA: Language-Agnostic Answer Retrieval from a Multilingual Pool ↗](https://aclanthology.org/2020.emnlp-main.477/)**Uma Roy, Noah Constant, Rami Al-Rfou et al.*46 citations*
286. **[Modeling Protagonist Emotions for Emotion-Aware Storytelling ↗](https://aclanthology.org/2020.emnlp-main.426/)**Faeze Brahman, Snigdha Chaturvedi*46 citations*
287. **[Neural Deepfake Detection with Factual Structure of Text ↗](https://aclanthology.org/2020.emnlp-main.193/)**Wanjun Zhong, Duyu Tang, Zenan Xu et al.*46 citations*
288. **[Program Enhanced Fact Verification with Verbalization and Graph Attention Network ↗](https://aclanthology.org/2020.emnlp-main.628/)**Xiaoyu Yang, Feng Nie, Yufei Feng et al.*46 citations*
289. **[ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning ↗](https://aclanthology.org/2020.emnlp-main.85/)**Michael Boratko, Xiang Lorraine Li, Tim O'Gorman et al.*46 citations*
290. **[Unsupervised Discovery of Implicit Gender Bias ↗](https://aclanthology.org/2020.emnlp-main.44/)**Anjalie Field, Yulia Tsvetkov*46 citations*
291. **[What is More Likely to Happen Next? Video-and-Language Future Event Prediction ↗](https://aclanthology.org/2020.emnlp-main.706/)**Jie Lei, Licheng Yu, Tamara Berg et al.*46 citations*
292. **[Which *BERT? A Survey Organizing Contextualized Encoders ↗](https://aclanthology.org/2020.emnlp-main.608/)**Patrick Xia, Shijie Wu, Benjamin Van Durme*46 citations*
293. **[XL-AMR: Enabling Cross-Lingual AMR Parsing with Transfer Learning Techniques ↗](https://aclanthology.org/2020.emnlp-main.195/)**Rexhina Blloshmi, Rocco Tripodi, Roberto Navigli*46 citations*
294. **[Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation ↗](https://aclanthology.org/2020.emnlp-main.524/)**Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng*45 citations*
295. **[KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations ↗](https://aclanthology.org/2020.emnlp-main.18/)**Fabio Massimo Zanzotto, Andrea Santilli, Leonardo Ranaldi et al.*45 citations*
296. **[Multi-modal Multi-label Emotion Detection with Modality and Label Dependence ↗](https://aclanthology.org/2020.emnlp-main.291/)**Dong Zhang, Xincheng Ju, Junhui Li et al.*45 citations*
297. **[Blank Language Models ↗](https://aclanthology.org/2020.emnlp-main.420/)**Tianxiao Shen, Victor Quach, Regina Barzilay et al.*44 citations*
298. **[DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset](https://md.research.elamur.ai/free/en/papers/wang-2020-dusql-large-scale-pragmatic-chinese/)**Lijie Wang, Ao Zhang, Kun Wu et al.*44 citations · our summary*
299. **[Local Additivity Based Data Augmentation for Semi-supervised NER ↗](https://aclanthology.org/2020.emnlp-main.95/)**Jiaao Chen, Zhenghui Wang, Ran Tian et al.*44 citations*
300. **[Quantifying Intimacy in Language ↗](https://aclanthology.org/2020.emnlp-main.428/)**Jiaxin Pei, David Jurgens*44 citations*

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