---
title: "NAACL 2021 — all accepted papers, page 3 — Elamur Research"
description: "All 560 papers of NAACL 2021 · page 3 of 6, the most cited first; those with our summary link to it."
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# NAACL 2021: all accepted papers

560 papers · page 3 of 6 · the most cited first · [← NAACL 2021](https://md.research.elamur.ai/free/en/venues/naacl/2021/)

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201. **[Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition ↗](https://aclanthology.org/2021.naacl-main.446/)**Haolan Zhan, Hainan Zhang, Hongshen Chen et al.*29 citations*
202. **[Multi-Modal Image Captioning for the Visually Impaired ↗](https://aclanthology.org/2021.naacl-srw.8/)**Hiba Ahsan, Daivat Bhatt, Kaivan Shah et al. · Student Research Workshop*29 citations*
203. **[Multilingual BERT Post-Pretraining Alignment ↗](https://aclanthology.org/2021.naacl-main.20/)**Lin Pan, Chung-Wei Hang, Haode Qi et al.*29 citations*
204. **[Olá, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer ↗](https://aclanthology.org/2021.naacl-main.256/)**Eleftheria Briakou, Di Lu, Ke Zhang et al.*29 citations*
205. **[Ab Antiquo: Neural Proto-language Reconstruction ↗](https://aclanthology.org/2021.naacl-main.353/)**Carlo Meloni, Shauli Ravfogel, Yoav Goldberg*28 citations*
206. **[Domain Divergences: A Survey and Empirical Analysis ↗](https://aclanthology.org/2021.naacl-main.147/)**Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan et al.*28 citations*
207. **[Edge: Enriching Knowledge Graph Embeddings with External Text ↗](https://aclanthology.org/2021.naacl-main.221/)**Saed Rezayi, Handong Zhao, Sungchul Kim et al.*28 citations*
208. **[Lifelong Learning of Hate Speech Classification on Social Media ↗](https://aclanthology.org/2021.naacl-main.183/)**Jing Qian, Hong Wang, Mai ElSherief et al.*28 citations*
209. **[Noisy Self-Knowledge Distillation for Text Summarization ↗](https://aclanthology.org/2021.naacl-main.56/)**Yang Liu, Sheng Shen, Mirella Lapata*28 citations*
210. **[On Learning Text Style Transfer with Direct Rewards ↗](https://aclanthology.org/2021.naacl-main.337/)**Yixin Liu, Graham Neubig, John Wieting*28 citations*
211. **[A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution](https://md.research.elamur.ai/free/en/papers/lai-2021-context-dependent-gated-module-incorporating/)**Tuan Lai, Heng Ji, Trung Bui et al.*27 citations · our summary*
212. **[Certified Robustness to Word Substitution Attack with Differential Privacy ↗](https://aclanthology.org/2021.naacl-main.87/)**Wenjie Wang, Pengfei Tang, Jian Lou et al.*27 citations*
213. **[Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network ↗](https://aclanthology.org/2021.naacl-main.156/)**Haoran Wu, Wei Chen, Shuang Xu et al.*27 citations*
214. **[Faithfully Explainable Recommendation via Neural Logic Reasoning ↗](https://aclanthology.org/2021.naacl-main.245/)**Yaxin Zhu, Yikun Xian, Zuohui Fu et al.*27 citations*
215. **[How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds ↗](https://aclanthology.org/2021.naacl-main.64/)**Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li et al.*27 citations*
216. **[Limitations of Autoregressive Models and Their Alternatives ↗](https://aclanthology.org/2021.naacl-main.405/)**Chu-Cheng Lin, Aaron Jaech, Xin Li et al.*27 citations*
217. **[Modeling the Severity of Complaints in Social Media ↗](https://aclanthology.org/2021.naacl-main.180/)**Mali Jin, Nikolaos Aletras*27 citations*
218. **[Non-Autoregressive Translation by Learning Target Categorical Codes ↗](https://aclanthology.org/2021.naacl-main.458/)**Yu Bao, Shujian Huang, Tong Xiao et al.*27 citations*
219. **[Sliding Selector Network with Dynamic Memory for Extractive Summarization of Long Documents ↗](https://aclanthology.org/2021.naacl-main.470/)**Peng Cui, Le Hu*27 citations*
220. **[Template Filling with Generative Transformers ↗](https://aclanthology.org/2021.naacl-main.70/)**Xinya Du, Alexander Rush, Claire Cardie*27 citations*
221. **[Adversarial Self-Supervised Learning for Out-of-Domain Detection ↗](https://aclanthology.org/2021.naacl-main.447/)**Zhiyuan Zeng, Keqing He, Yuanmeng Yan et al.*26 citations*
222. **[CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems ↗](https://aclanthology.org/2021.naacl-main.254/)**Kushal Chawla, Jaysa Ramirez, Rene Clever et al.*26 citations*
223. **[DATE: Detecting Anomalies in Text via Self-Supervision of Transformers ↗](https://aclanthology.org/2021.naacl-main.25/)**Andrei Manolache, Florin Brad, Elena Burceanu*26 citations*
224. **[Improving Cross-Modal Alignment in Vision Language Navigation via Syntactic Information ↗](https://aclanthology.org/2021.naacl-main.82/)**Jialu Li, Hao Tan, Mohit Bansal*26 citations*
225. **[Learning to Recognize Dialect Features ↗](https://aclanthology.org/2021.naacl-main.184/)**Dorottya Demszky, Devyani Sharma, Jonathan Clark et al.*26 citations*
226. **[Practical Transformer-based Multilingual Text Classification ↗](https://aclanthology.org/2021.naacl-industry.16/)**Cindy Wang, Michele Banko · Industry Papers*26 citations*
227. **[Refining Targeted Syntactic Evaluation of Language Models ↗](https://aclanthology.org/2021.naacl-main.290/)**Benjamin Newman, Kai-Siang Ang, Julia Gong et al.*26 citations*
228. **[StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer ↗](https://aclanthology.org/2021.naacl-main.171/)**Yiwei Lyu, Paul Pu Liang, Hai Pham et al.*26 citations*
229. **[Case Study: Deontological Ethics in NLP ↗](https://aclanthology.org/2021.naacl-main.297/)**Shrimai Prabhumoye, Brendon Boldt, Ruslan Salakhutdinov et al.*25 citations*
230. **[Improving Evidence Retrieval for Automated Explainable Fact-Checking ↗](https://aclanthology.org/2021.naacl-demos.10/)**Chris Samarinas, Wynne Hsu, Mong Li Lee · Demonstrations*25 citations*
231. **[On learning and representing social meaning in NLP: a sociolinguistic perspective ↗](https://aclanthology.org/2021.naacl-main.50/)**Dong Nguyen, Laura Rosseel, Jack Grieve*25 citations*
232. **[Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources ↗](https://aclanthology.org/2021.naacl-main.31/)**Simone Conia, Andrea Bacciu, Roberto Navigli · 🏆 Outstanding Long Paper*25 citations*
233. **[Constructing Taxonomies from Pretrained Language Models ↗](https://aclanthology.org/2021.naacl-main.373/)**Catherine Chen, Kevin Lin, Dan Klein*24 citations*
234. **[EventPlus: A Temporal Event Understanding Pipeline ↗](https://aclanthology.org/2021.naacl-demos.7/)**Mingyu Derek Ma, Jiao Sun, Mu Yang et al. · Demonstrations*24 citations*
235. **[Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/guo-2021-latent-optimized-adversarial-neural-transfer/)**Xu Guo, Boyang Li, Han Yu et al.*24 citations · our summary*
236. **[MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning ↗](https://aclanthology.org/2021.naacl-main.42/)**Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee et al.*24 citations*
237. **[Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents ↗](https://aclanthology.org/2021.naacl-main.319/)**Mohammad Kachuee, Hao Yuan, Young-Bum Kim et al.*24 citations*
238. **[Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA ↗](https://aclanthology.org/2021.naacl-main.9/)**Yonatan Bitton, Gabriel Stanovsky, Roy Schwartz et al.*23 citations*
239. **[Choose Your Own Adventure: Paired Suggestions in Collaborative Writing for Evaluating Story Generation Models ↗](https://aclanthology.org/2021.naacl-main.279/)**Elizabeth Clark, Noah A. Smith*23 citations*
240. **[Knowledge Guided Metric Learning for Few-Shot Text Classification ↗](https://aclanthology.org/2021.naacl-main.261/)**Dianbo Sui, Yubo Chen, Binjie Mao et al.*23 citations*
241. **[On the Transformer Growth for Progressive BERT Training ↗](https://aclanthology.org/2021.naacl-main.406/)**Xiaotao Gu, Liyuan Liu, Hongkun Yu et al.*23 citations*
242. **[Posterior Differential Regularization with f-divergence for Improving Model Robustness ↗](https://aclanthology.org/2021.naacl-main.85/)**Hao Cheng, Xiaodong Liu, Lis Pereira et al.*23 citations*
243. **[RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering ↗](https://aclanthology.org/2021.naacl-main.100/)**Srinivasan Iyer, Sewon Min, Yashar Mehdad et al.*23 citations*
244. **[Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing ↗](https://aclanthology.org/2021.naacl-main.11/)**Rowan Hall Maudslay, Ryan Cotterell*22 citations*
245. **[Hie-BART: Document Summarization with Hierarchical BART ↗](https://aclanthology.org/2021.naacl-srw.20/)**Kazuki Akiyama, Akihiro Tamura, Takashi Ninomiya · Student Research Workshop*22 citations*
246. **[Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis ↗](https://aclanthology.org/2021.naacl-main.187/)**Xutan Peng, Guanyi Chen, Chenghua Lin et al.*22 citations*
247. **[MM-AVS: A Full-Scale Dataset for Multi-modal Summarization ↗](https://aclanthology.org/2021.naacl-main.473/)**Xiyan Fu, Jun Wang, Zhenglu Yang*22 citations*
248. **[Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation ↗](https://aclanthology.org/2021.naacl-main.313/)**Yongchang Hao, Shilin He, Wenxiang Jiao et al.*22 citations*
249. **[Self-Supervised Test-Time Learning for Reading Comprehension ↗](https://aclanthology.org/2021.naacl-main.95/)**Pratyay Banerjee, Tejas Gokhale, Chitta Baral*22 citations*
250. **[UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost ↗](https://aclanthology.org/2021.naacl-main.302/)**Zhen Wu, Lijun Wu, Qi Meng et al.*22 citations*
251. **[WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia](https://md.research.elamur.ai/free/en/papers/eirew-2021-wec-deriving-large-scale-cross/)**Alon Eirew, Arie Cattan, Ido Dagan*22 citations · our summary*
252. **[An Empirical Comparison of Instance Attribution Methods for NLP ↗](https://aclanthology.org/2021.naacl-main.75/)**Pouya Pezeshkpour, Sarthak Jain, Byron Wallace et al.*21 citations*
253. **[Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning ↗](https://aclanthology.org/2021.naacl-main.434/)**Jason Wei, Chengyu Huang, Soroush Vosoughi et al.*21 citations*
254. **[Fool Me Twice: Entailment from Wikipedia Gamification ↗](https://aclanthology.org/2021.naacl-main.32/)**Julian Eisenschlos, Bhuwan Dhingra, Jannis Bulian et al.*21 citations*
255. **[How Robust are Fact Checking Systems on Colloquial Claims? ↗](https://aclanthology.org/2021.naacl-main.121/)**Byeongchang Kim, Hyunwoo Kim, Seokhee Hong et al.*21 citations*
256. **[OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation ↗](https://aclanthology.org/2021.naacl-industry.30/)**Petr Marek, Vishal Ishwar Naik, Anuj Goyal et al. · Industry Papers*21 citations*
257. **[Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective ↗](https://aclanthology.org/2021.naacl-main.372/)**Xiaoyu Tong, Ekaterina Shutova, Martha Lewis*21 citations*
258. **[SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation ↗](https://aclanthology.org/2021.naacl-main.30/)**Luigi Procopio, Rocco Tripodi, Roberto Navigli*21 citations*
259. **[Training Data Augmentation for Code-Mixed Translation ↗](https://aclanthology.org/2021.naacl-main.459/)**Abhirut Gupta, Aditya Vavre, Sunita Sarawagi*21 citations*
260. **[Video-aided Unsupervised Grammar Induction ↗](https://aclanthology.org/2021.naacl-main.119/)**Songyang Zhang, Linfeng Song, Lifeng Jin et al. · 🏆 Best Long Paper*21 citations*
261. **[APo-VAE: Text Generation in Hyperbolic Space ↗](https://aclanthology.org/2021.naacl-main.36/)**Shuyang Dai, Zhe Gan, Yu Cheng et al.*20 citations*
262. **[Constrained Multi-Task Learning for Event Coreference Resolution](https://md.research.elamur.ai/free/en/papers/lu-2021-constrained-multi-task-learning-event/)**Jing Lu, Vincent Ng*20 citations · our summary*
263. **[Cross-lingual Cross-modal Pretraining for Multimodal Retrieval ↗](https://aclanthology.org/2021.naacl-main.285/)**Hongliang Fei, Tan Yu, Ping Li*20 citations*
264. **[Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network ↗](https://aclanthology.org/2021.naacl-main.453/)**Yubo Chen, Yunqi Zhang, Changran Hu et al.*20 citations*
265. **[MIMOQA: Multimodal Input Multimodal Output Question Answering ↗](https://aclanthology.org/2021.naacl-main.418/)**Hrituraj Singh, Anshul Nasery, Denil Mehta et al.*20 citations*
266. **[Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval ↗](https://aclanthology.org/2021.naacl-main.368/)**Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber et al.*20 citations*
267. **[On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies ↗](https://aclanthology.org/2021.naacl-main.404/)**Tianyi Zhang, Tatsunori B. Hashimoto*20 citations*
268. **[Preregistering NLP research ↗](https://aclanthology.org/2021.naacl-main.51/)**Emiel van Miltenburg, Chris van der Lee, Emiel Krahmer · 🏆 Best Thematic Paper*20 citations*
269. **[Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels ↗](https://aclanthology.org/2021.naacl-main.298/)**Fatemehsadat Mireshghallah, Huseyin Inan, Marcello Hasegawa et al.*20 citations*
270. **[Quantitative Day Trading from Natural Language using Reinforcement Learning ↗](https://aclanthology.org/2021.naacl-main.316/)**Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal et al.*20 citations*
271. **[RST Parsing from Scratch](https://md.research.elamur.ai/free/en/papers/nguyen-2021-rst-parsing-scratch/)**Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty et al.*20 citations · our summary*
272. **[Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications ↗](https://aclanthology.org/2021.naacl-main.403/)**Daniel Biś, Maksim Podkorytov, Xiuwen Liu*20 citations*
273. **[Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge ↗](https://aclanthology.org/2021.naacl-main.340/)**Bodhisattwa Prasad Majumder, Sudha Rao, Michel Galley et al.*19 citations*
274. **[Breadth First Reasoning Graph for Multi-hop Question Answering ↗](https://aclanthology.org/2021.naacl-main.464/)**Yongjie Huang, Meng Yang*19 citations*
275. **[Continual Learning for Neural Machine Translation ↗](https://aclanthology.org/2021.naacl-main.310/)**Yue Cao, Hao-Ran Wei, Boxing Chen et al.*19 citations*
276. **[DirectProbe: Studying Representations without Classifiers ↗](https://aclanthology.org/2021.naacl-main.401/)**Yichu Zhou, Vivek Srikumar*19 citations*
277. **[Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack ↗](https://aclanthology.org/2021.naacl-main.293/)**Liwen Wang, Yuanmeng Yan, Keqing He et al.*19 citations*
278. **[Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages ↗](https://aclanthology.org/2021.naacl-main.89/)**Xavier Garcia, Aditya Siddhant, Orhan Firat et al.*19 citations*
279. **[Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data ↗](https://aclanthology.org/2021.naacl-main.164/)**Chenghao Jia, Yongliang Shen, Yechun Tang et al.*19 citations*
280. **[Identifying Medical Self-Disclosure in Online Communities ↗](https://aclanthology.org/2021.naacl-main.347/)**Mina Valizadeh, Pardis Ranjbar-Noiey, Cornelia Caragea et al.*19 citations*
281. **[Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning ↗](https://aclanthology.org/2021.naacl-main.83/)**Hui Liu, Danqing Zhang, Bing Yin et al.*19 citations*
282. **[Learning to Decompose and Organize Complex Tasks ↗](https://aclanthology.org/2021.naacl-main.217/)**Yi Zhang, Sujay Kumar Jauhar, Julia Kiseleva et al.*19 citations*
283. **[Low-Complexity Probing via Finding Subnetworks ↗](https://aclanthology.org/2021.naacl-main.74/)**Steven Cao, Victor Sanh, Alexander Rush*19 citations*
284. **[Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction ↗](https://aclanthology.org/2021.naacl-main.429/)**Zhenghao Liu, Xiaoyuan Yi, Maosong Sun et al.*19 citations*
285. **[SentSim: Crosslingual Semantic Evaluation of Machine Translation ↗](https://aclanthology.org/2021.naacl-main.252/)**Yurun Song, Junchen Zhao, Lucia Specia*19 citations*
286. **[“I'm Not Mad”: Commonsense Implications of Negation and Contradiction ↗](https://aclanthology.org/2021.naacl-main.346/)**Liwei Jiang, Antoine Bosselut, Chandra Bhagavatula et al.*19 citations*
287. **[A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents ↗](https://aclanthology.org/2021.naacl-main.144/)**Qingrong Xia, Bo Zhang, Rui Wang et al.*18 citations*
288. **[CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images ↗](https://aclanthology.org/2021.naacl-main.289/)**Shailaja Keyur Sampat, Akshay Kumar, Yezhou Yang et al.*18 citations*
289. **[Hierarchical Transformer for Task Oriented Dialog Systems ↗](https://aclanthology.org/2021.naacl-main.449/)**Bishal Santra, Potnuru Anusha, Pawan Goyal*18 citations*
290. **[Pre-training with Meta Learning for Chinese Word Segmentation ↗](https://aclanthology.org/2021.naacl-main.436/)**Zhen Ke, Liang Shi, Songtao Sun et al.*18 citations*
291. **[Quality Estimation for Image Captions Based on Large-scale Human Evaluations ↗](https://aclanthology.org/2021.naacl-main.253/)**Tomer Levinboim, Ashish V. Thapliyal, Piyush Sharma et al.*18 citations*
292. **[RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion ↗](https://aclanthology.org/2021.naacl-main.451/)**Youri Xu, Haihong E, Meina Song et al.*18 citations*
293. **[Time-Stamped Language Model: Teaching Language Models to Understand The Flow of Events ↗](https://aclanthology.org/2021.naacl-main.362/)**Hossein Rajaby Faghihi, Parisa Kordjamshidi*18 citations*
294. **[Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research ↗](https://aclanthology.org/2021.naacl-main.325/)**Denis Newman-Griffis, Jill Fain Lehman, Carolyn Rosé et al.*18 citations*
295. **[Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/zhang-2021-context-tracking-network-graph-based/)**Yingxue Zhang, Fandong Meng, Peng Li et al.*17 citations · our summary*
296. **[DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference ↗](https://aclanthology.org/2021.naacl-main.88/)**Shikhar Murty, Tatsunori B. Hashimoto, Christopher Manning*17 citations*
297. **[Identifying inherent disagreement in natural language inference](https://md.research.elamur.ai/free/en/papers/zhang-2021-identifying-inherent-disagreement-natural-language/)**Xinliang Frederick Zhang, Marie-Catherine de Marneffe*17 citations · our summary*
298. **[Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network](https://md.research.elamur.ai/free/en/papers/jiang-2021-incorporating-syntax-semantics-coreference-resolution/)**Fan Jiang, Trevor Cohn*17 citations · our summary*
299. **[MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task ↗](https://aclanthology.org/2021.naacl-main.216/)**Yiqun Yao, Michalis Papakostas, Mihai Burzo et al.*17 citations*
300. **[Masked Conditional Random Fields for Sequence Labeling ↗](https://aclanthology.org/2021.naacl-main.163/)**Tianwen Wei, Jianwei Qi, Shenghuan He et al.*17 citations*

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