---
title: "NAACL 2021 — all accepted papers, page 4 — Elamur Research"
description: "All 560 papers of NAACL 2021 · page 4 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 4 of 6 · the most cited first · [← NAACL 2021](https://md.research.elamur.ai/free/en/venues/naacl/2021/)

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301. **[Modular Networks for Compositional Instruction Following ↗](https://aclanthology.org/2021.naacl-main.81/)**Rodolfo Corona, Daniel Fried, Coline Devin et al.*17 citations*
302. **[Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog ↗](https://aclanthology.org/2021.naacl-main.236/)**Arun Babu, Akshat Shrivastava, Armen Aghajanyan et al.*17 citations*
303. **[PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols ↗](https://aclanthology.org/2021.naacl-main.117/)**Songlin Yang, Yanpeng Zhao, Kewei Tu*17 citations*
304. **[Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation ↗](https://aclanthology.org/2021.naacl-main.308/)**Shuhao Gu, Yang Feng, Wanying Xie*17 citations*
305. **[Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness ↗](https://aclanthology.org/2021.naacl-main.330/)**Florian Boudin, Ygor Gallina*17 citations*
306. **[Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots ↗](https://aclanthology.org/2021.naacl-main.282/)**Samson Tan, Shafiq Joty*16 citations*
307. **[Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors ↗](https://aclanthology.org/2021.naacl-main.2/)**Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou*16 citations*
308. **[DuoRAT: Towards Simpler Text-to-SQL Models ↗](https://aclanthology.org/2021.naacl-main.103/)**Torsten Scholak, Raymond Li, Dzmitry Bahdanau et al.*16 citations*
309. **[Event Time Extraction and Propagation via Graph Attention Networks ↗](https://aclanthology.org/2021.naacl-main.6/)**Haoyang Wen, Yanru Qu, Heng Ji et al.*16 citations*
310. **[Multi-Task Learning of Generation and Classification for Emotion-Aware Dialogue Response Generation ↗](https://aclanthology.org/2021.naacl-srw.15/)**Tatsuya Ide, Daisuke Kawahara · Student Research Workshop*16 citations*
311. **[Probing Contextual Language Models for Common Ground with Visual Representations](https://md.research.elamur.ai/free/en/papers/ilharco-2021-probing-contextual-language-models-common/)**Gabriel Ilharco, Rowan Zellers, Ali Farhadi et al.*16 citations · our summary*
312. **[Sentence Concatenation Approach to Data Augmentation for Neural Machine Translation ↗](https://aclanthology.org/2021.naacl-srw.18/)**Seiichiro Kondo, Kengo Hotate, Tosho Hirasawa et al. · Student Research Workshop*16 citations*
313. **[A New Approach to Overgenerating and Scoring Abstractive Summaries ↗](https://aclanthology.org/2021.naacl-main.110/)**Kaiqiang Song, Bingqing Wang, Zhe Feng et al.*15 citations*
314. **[Grounding Open-Domain Instructions to Automate Web Support Tasks ↗](https://aclanthology.org/2021.naacl-main.80/)**Nancy Xu, Sam Masling, Michael Du et al.*15 citations*
315. **[Identifying Helpful Sentences in Product Reviews ↗](https://aclanthology.org/2021.naacl-main.55/)**Iftah Gamzu, Hila Gonen, Gilad Kutiel et al.*15 citations*
316. **[Inference Time Style Control for Summarization ↗](https://aclanthology.org/2021.naacl-main.476/)**Shuyang Cao, Lu Wang*15 citations*
317. **[Modeling Diagnostic Label Correlation for Automatic ICD Coding ↗](https://aclanthology.org/2021.naacl-main.318/)**Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen*15 citations*
318. **[OCID-Ref: A 3D Robotic Dataset With Embodied Language For Clutter Scene Grounding ↗](https://aclanthology.org/2021.naacl-main.419/)**Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su et al.*15 citations*
319. **[Profiling of Intertextuality in Latin Literature Using Word Embeddings ↗](https://aclanthology.org/2021.naacl-main.389/)**Patrick J. Burns, James A. Brofos, Kyle Li et al.*15 citations*
320. **[Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation ↗](https://aclanthology.org/2021.naacl-main.317/)**Kyeongpil Kang, Kyohoon Jin, Soyoung Yang et al.*15 citations*
321. **[Target-specified Sequence Labeling with Multi-head Self-attention for Target-oriented Opinion Words Extraction ↗](https://aclanthology.org/2021.naacl-main.145/)**Yuhao Feng, Yanghui Rao, Yuyao Tang et al.*15 citations*
322. **[Text Editing by Command ↗](https://aclanthology.org/2021.naacl-main.414/)**Felix Faltings, Michel Galley, Gerold Hintz et al.*15 citations*
323. **[multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning ↗](https://aclanthology.org/2021.naacl-main.287/)**Swarnadeep Saha, Prateek Yadav, Mohit Bansal*15 citations*
324. **[A Non-Linear Structural Probe ↗](https://aclanthology.org/2021.naacl-main.12/)**Jennifer C. White, Tiago Pimentel, Naomi Saphra et al.*14 citations*
325. **[AVA: an Automatic eValuation Approach for Question Answering Systems ↗](https://aclanthology.org/2021.naacl-main.412/)**Thuy Vu, Alessandro Moschitti*14 citations*
326. **[Ad Headline Generation using Self-Critical Masked Language Model ↗](https://aclanthology.org/2021.naacl-industry.33/)**Yashal Shakti Kanungo, Sumit Negi, Aruna Rajan · Industry Papers*14 citations*
327. **[Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems ↗](https://aclanthology.org/2021.naacl-demos.15/)**Anish Acharya, Suranjit Adhikari, Sanchit Agarwal et al. · Demonstrations*14 citations*
328. **[Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models ↗](https://aclanthology.org/2021.naacl-main.108/)**James Y. Huang, Kuan-Hao Huang, Kai-Wei Chang*14 citations*
329. **[Graph-based Multilingual Product Retrieval in E-Commerce Search ↗](https://aclanthology.org/2021.naacl-industry.19/)**Hanqing Lu, Youna Hu, Tong Zhao et al. · Industry Papers*14 citations*
330. **[Multi-Grained Knowledge Distillation for Named Entity Recognition ↗](https://aclanthology.org/2021.naacl-main.454/)**Xuan Zhou, Xiao Zhang, Chenyang Tao et al.*14 citations*
331. **[Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents ↗](https://aclanthology.org/2021.naacl-main.247/)**Shunyu Yao, Karthik Narasimhan, Matthew Hausknecht*14 citations*
332. **[Should we find another model?: Improving Neural Machine Translation Performance with ONE-Piece Tokenization Method without Model Modification ↗](https://aclanthology.org/2021.naacl-industry.13/)**Chanjun Park, Sugyeong Eo, Hyeonseok Moon et al. · Industry Papers*14 citations*
333. **[Answering Product-Questions by Utilizing Questions from Other Contextually Similar Products ↗](https://aclanthology.org/2021.naacl-main.23/)**Ohad Rozen, David Carmel, Avihai Mejer et al.*13 citations*
334. **[Discrete Argument Representation Learning for Interactive Argument Pair Identification ↗](https://aclanthology.org/2021.naacl-main.431/)**Lu Ji, Zhongyu Wei, Jing Li et al.*13 citations*
335. **[ER-AE: Differentially Private Text Generation for Authorship Anonymization ↗](https://aclanthology.org/2021.naacl-main.314/)**Haohan Bo, Steven H. H. Ding, Benjamin C. M. Fung et al.*13 citations*
336. **[Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks ↗](https://aclanthology.org/2021.naacl-main.306/)**Hanjie Chen, Song Feng, Jatin Ganhotra et al.*13 citations*
337. **[Exploration and Discovery of the COVID-19 Literature through Semantic Visualization ↗](https://aclanthology.org/2021.naacl-srw.11/)**Jingxuan Tu, Marc Verhagen, Brent Cochran et al. · Student Research Workshop*13 citations*
338. **[Extending Multi-Document Summarization Evaluation to the Interactive Setting ↗](https://aclanthology.org/2021.naacl-main.54/)**Ori Shapira, Ramakanth Pasunuru, Hadar Ronen et al.*13 citations*
339. **[Improving Neural RST Parsing Model with Silver Agreement Subtrees ↗](https://aclanthology.org/2021.naacl-main.127/)**Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito et al.*13 citations*
340. **[Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus ↗](https://aclanthology.org/2021.naacl-main.275/)**Navita Goyal, Balaji Vasan Srinivasan, Anandhavelu N et al.*13 citations*
341. **[Neural Language Modeling for Contextualized Temporal Graph Generation ↗](https://aclanthology.org/2021.naacl-main.67/)**Aman Madaan, Yiming Yang*13 citations*
342. **[Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks ↗](https://aclanthology.org/2021.naacl-main.63/)**Jie Wu, Ian Harris, Hongzhi Zhao*13 citations*
343. **[Towards Modeling the Style of Translators in Neural Machine Translation ↗](https://aclanthology.org/2021.naacl-main.94/)**Yue Wang, Cuong Hoang, Marcello Federico*13 citations*
344. **[TuringAdvice: A Generative and Dynamic Evaluation of Language Use ↗](https://aclanthology.org/2021.naacl-main.386/)**Rowan Zellers, Ari Holtzman, Elizabeth Clark et al.*13 citations*
345. **[X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering ↗](https://aclanthology.org/2021.naacl-main.283/)**Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt et al.*13 citations*
346. **[A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation ↗](https://aclanthology.org/2021.naacl-main.392/)**Yan Zeng, Jian-Yun Nie*12 citations*
347. **[An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls ↗](https://aclanthology.org/2021.naacl-main.294/)**Ramit Sawhney, Arshiya Aggarwal, Rajiv Ratn Shah*12 citations*
348. **[CREAD: Combined Resolution of Ellipses and Anaphora in Dialogues](https://md.research.elamur.ai/free/en/papers/tseng-2021-cread-combined-resolution-ellipses-anaphora/)**Bo-Hsiang Tseng, Shruti Bhargava, Jiarui Lu et al.*12 citations · our summary*
349. **[DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation ↗](https://aclanthology.org/2021.naacl-demos.4/)**Sarik Ghazarian, Zixi Liu, Tuhin Chakrabarty et al. · Demonstrations*12 citations*
350. **[Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization ↗](https://aclanthology.org/2021.naacl-main.381/)**Yichen Jiang, Asli Celikyilmaz, Paul Smolensky et al.*12 citations*
351. **[FLIN: A Flexible Natural Language Interface for Web Navigation ↗](https://aclanthology.org/2021.naacl-main.222/)**Sahisnu Mazumder, Oriana Riva*12 citations*
352. **[KPQA: A Metric for Generative Question Answering Using Keyphrase Weights ↗](https://aclanthology.org/2021.naacl-main.170/)**Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt et al.*12 citations*
353. **[Mediators in Determining what Processing BERT Performs First ↗](https://aclanthology.org/2021.naacl-main.8/)**Aviv Slobodkin, Leshem Choshen, Omri Abend*12 citations*
354. **[Parallel sentences mining with transfer learning in an unsupervised setting ↗](https://aclanthology.org/2021.naacl-srw.17/)**Yu Sun, Shaolin Zhu, Feng Yifan et al. · Student Research Workshop*12 citations*
355. **[Predicting Discourse Trees from Transformer-based Neural Summarizers ↗](https://aclanthology.org/2021.naacl-main.326/)**Wen Xiao, Patrick Huber, Giuseppe Carenini*12 citations*
356. **[Probing for Bridging Inference in Transformer Language Models ↗](https://aclanthology.org/2021.naacl-main.327/)**Onkar Pandit, Yufang Hou*12 citations*
357. **[Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems ↗](https://aclanthology.org/2021.naacl-industry.10/)**Shubhi Tyagi, Antonio Bonafonte, Jaime Lorenzo-Trueba et al. · Industry Papers*12 citations*
358. **[Smoothing and Shrinking the Sparse Seq2Seq Search Space ↗](https://aclanthology.org/2021.naacl-main.210/)**Ben Peters, André F. T. Martins*12 citations*
359. **[Static Embeddings as Efficient Knowledge Bases? ↗](https://aclanthology.org/2021.naacl-main.186/)**Philipp Dufter, Nora Kassner, Hinrich Schütze*12 citations*
360. **[Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality ↗](https://aclanthology.org/2021.naacl-main.345/)**Mina Lee, Chris Donahue, Robin Jia et al.*12 citations*
361. **[Video Question Answering with Phrases via Semantic Roles ↗](https://aclanthology.org/2021.naacl-main.196/)**Arka Sadhu, Kan Chen, Ram Nevatia*12 citations*
362. **[Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks ↗](https://aclanthology.org/2021.naacl-main.286/)**Iacer Calixto, Alessandro Raganato, Tommaso Pasini*12 citations*
363. **[Word Complexity is in the Eye of the Beholder ↗](https://aclanthology.org/2021.naacl-main.351/)**Sian Gooding, Ekaterina Kochmar, Seid Muhie Yimam et al.*12 citations*
364. **[A Comparative Study on Schema-Guided Dialogue State Tracking ↗](https://aclanthology.org/2021.naacl-main.62/)**Jie Cao, Yi Zhang*11 citations*
365. **[An Emotional Comfort Framework for Improving User Satisfaction in E-Commerce Customer Service Chatbots ↗](https://aclanthology.org/2021.naacl-industry.17/)**Shuangyong Song, Chao Wang, Haiqing Chen et al. · Industry Papers*11 citations*
366. **[CoRT: Complementary Rankings from Transformers ↗](https://aclanthology.org/2021.naacl-main.331/)**Marco Wrzalik, Dirk Krechel*11 citations*
367. **[Contextualized and Generalized Sentence Representations by Contrastive Self-Supervised Learning: A Case Study on Discourse Relation Analysis ↗](https://aclanthology.org/2021.naacl-main.442/)**Hirokazu Kiyomaru, Sadao Kurohashi*11 citations*
368. **[Diversity-Aware Batch Active Learning for Dependency Parsing ↗](https://aclanthology.org/2021.naacl-main.207/)**Tianze Shi, Adrian Benton, Igor Malioutov et al.*11 citations*
369. **[Evaluating the Values of Sources in Transfer Learning ↗](https://aclanthology.org/2021.naacl-main.402/)**Md Rizwan Parvez, Kai-Wei Chang*11 citations*
370. **[Event Representation with Sequential, Semi-Supervised Discrete Variables ↗](https://aclanthology.org/2021.naacl-main.374/)**Mehdi Rezaee, Francis Ferraro*11 citations*
371. **[Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition ↗](https://aclanthology.org/2021.naacl-main.27/)**Dingmin Wang, Chenghua Lin, Qi Liu et al.*11 citations*
372. **[Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling ↗](https://aclanthology.org/2021.naacl-main.243/)**Aaron Mueller, Mark Dredze*11 citations*
373. **[Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study ↗](https://aclanthology.org/2021.naacl-main.134/)**Chongyang Tao, Shen Gao, Juntao Li et al.*11 citations*
374. **[Non-Parametric Few-Shot Learning for Word Sense Disambiguation ↗](https://aclanthology.org/2021.naacl-main.142/)**Howard Chen, Mengzhou Xia, Danqi Chen*11 citations*
375. **[On the Impact of Random Seeds on the Fairness of Clinical Classifiers ↗](https://aclanthology.org/2021.naacl-main.299/)**Silvio Amir, Jan-Willem van de Meent, Byron Wallace*11 citations*
376. **[SGG: Learning to Select, Guide, and Generate for Keyphrase Generation ↗](https://aclanthology.org/2021.naacl-main.455/)**Jing Zhao, Junwei Bao, Yifan Wang et al.*11 citations*
377. **[Shuffled-token Detection for Refining Pre-trained RoBERTa ↗](https://aclanthology.org/2021.naacl-srw.12/)**Subhadarshi Panda, Anjali Agrawal, Jeewon Ha et al. · Student Research Workshop*11 citations*
378. **[tWT–WT: A Dataset to Assert the Role of Target Entities for Detecting Stance of Tweets ↗](https://aclanthology.org/2021.naacl-main.303/)**Ayush Kaushal, Avirup Saha, Niloy Ganguly*11 citations*
379. **[A Deep Metric Learning Approach to Account Linking ↗](https://aclanthology.org/2021.naacl-main.415/)**Aleem Khan, Elizabeth Fleming, Noah Schofield et al.*10 citations*
380. **[Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge ↗](https://aclanthology.org/2021.naacl-main.172/)**Canwen Xu, Wangchunshu Zhou, Tao Ge et al.*10 citations*
381. **[Deep Learning on Graphs for Natural Language Processing ↗](https://aclanthology.org/2021.naacl-tutorials.3/)**Lingfei Wu, Yu Chen, Heng Ji et al. · Tutorials*10 citations*
382. **[Did they answer? Subjective acts and intents in conversational discourse ↗](https://aclanthology.org/2021.naacl-main.129/)**Elisa Ferracane, Greg Durrett, Junyi Jessy Li et al.*10 citations*
383. **[ENTRUST: Argument Reframing with Language Models and Entailment ↗](https://aclanthology.org/2021.naacl-main.394/)**Tuhin Chakrabarty, Christopher Hidey, Smaranda Muresan*10 citations*
384. **[GPT Perdetry Test: Generating new meanings for new words ↗](https://aclanthology.org/2021.naacl-main.439/)**Esmeralda S. Whitammer, Sameera Lanka, Pranav Goel et al.*10 citations*
385. **[LATEX-Numeric: Language Agnostic Text Attribute Extraction for Numeric Attributes ↗](https://aclanthology.org/2021.naacl-industry.34/)**Kartik Mehta, Ioana Oprea, Nikhil Rasiwasia · Industry Papers*10 citations*
386. **[Multi-Hop Transformer for Document-Level Machine Translation ↗](https://aclanthology.org/2021.naacl-main.309/)**Long Zhang, Tong Zhang, Haibo Zhang et al.*10 citations*
387. **[Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects ↗](https://aclanthology.org/2021.naacl-main.430/)**Zhiyuan Zhang, Xuancheng Ren, Qi Su et al.*10 citations*
388. **[News Headline Grouping as a Challenging NLU Task ↗](https://aclanthology.org/2021.naacl-main.255/)**Philippe Laban, Lucas Bandarkar, Marti A. Hearst*10 citations*
389. **[On Unifying Misinformation Detection ↗](https://aclanthology.org/2021.naacl-main.432/)**Nayeon Lee, Belinda Z. Li, Sinong Wang et al.*10 citations*
390. **[Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation ↗](https://aclanthology.org/2021.naacl-main.343/)**Sarik Ghazarian, Zixi Liu, Akash S M et al.*10 citations*
391. **[QuadrupletBERT: An Efficient Model For Embedding-Based Large-Scale Retrieval ↗](https://aclanthology.org/2021.naacl-main.292/)**Peiyang Liu, Sen Wang, Xi Wang et al.*10 citations*
392. **[Query2Prod2Vec: Grounded Word Embeddings for eCommerce ↗](https://aclanthology.org/2021.naacl-industry.20/)**Federico Bianchi, Jacopo Tagliabue, Bingqing Yu · Industry Papers · 🏆 Best Industry Paper*10 citations*
393. **[ReadTwice: Reading Very Large Documents with Memories ↗](https://aclanthology.org/2021.naacl-main.408/)**Yury Zemlyanskiy, Joshua Ainslie, Michiel de Jong et al.*10 citations*
394. **[What About the Precedent: An Information-Theoretic Analysis of Common Law ↗](https://aclanthology.org/2021.naacl-main.181/)**Josef Valvoda, Tiago Pimentel, Niklas Stoehr et al.*10 citations*
395. **[Attention Head Masking for Inference Time Content Selection in Abstractive Summarization ↗](https://aclanthology.org/2021.naacl-main.397/)**Shuyang Cao, Lu Wang*9 citations*
396. **[Autocorrect in the Process of Translation –- Multi-task Learning Improves Dialogue Machine Translation ↗](https://aclanthology.org/2021.naacl-industry.14/)**Tao Wang, Chengqi Zhao, Mingxuan Wang et al. · Industry Papers*9 citations*
397. **[BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification ↗](https://aclanthology.org/2021.naacl-main.423/)**Ishani Mondal*9 citations*
398. **[Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations ↗](https://aclanthology.org/2021.naacl-industry.38/)**Haode Qi, Lin Pan, Atin Sood et al. · Industry Papers*9 citations*
399. **[Context-aware Decoder for Neural Machine Translation using a Target-side Document-Level Language Model ↗](https://aclanthology.org/2021.naacl-main.461/)**Amane Sugiyama, Naoki Yoshinaga*9 citations*
400. **[Double Perturbation: On the Robustness of Robustness and Counterfactual Bias Evaluation ↗](https://aclanthology.org/2021.naacl-main.305/)**Chong Zhang, Jieyu Zhao, Huan Zhang et al.*9 citations*

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