---
title: "NAACL 2021 — all accepted papers, page 5 — Elamur Research"
description: "All 560 papers of NAACL 2021 · page 5 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 5 of 6 · the most cited first · [← NAACL 2021](https://md.research.elamur.ai/free/en/venues/naacl/2021/)

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401. **[Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index ↗](https://aclanthology.org/2021.naacl-main.223/)**Roma Patel, Marta Garnelo, Ian Gemp et al.*9 citations*
402. **[Generating Negative Samples by Manipulating Golden Responses for Unsupervised Learning of a Response Evaluation Model ↗](https://aclanthology.org/2021.naacl-main.120/)**ChaeHun Park, Eugene Jang, Wonsuk Yang et al.*9 citations*
403. **[Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation ↗](https://aclanthology.org/2021.naacl-main.16/)**Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser*9 citations*
404. **[Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas ↗](https://aclanthology.org/2021.naacl-main.65/)**Yogarshi Vyas, Miguel Ballesteros*9 citations*
405. **[Modeling Event Plausibility with Consistent Conceptual Abstraction ↗](https://aclanthology.org/2021.naacl-main.138/)**Ian Porada, Kaheer Suleman, Adam Trischler et al.*9 citations*
406. **[Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification ↗](https://aclanthology.org/2021.naacl-main.227/)**Andrew Moore, Jeremy Barnes*9 citations*
407. **[MultiOpEd: A Corpus of Multi-Perspective News Editorials ↗](https://aclanthology.org/2021.naacl-main.344/)**Siyi Liu, Sihao Chen, Xander Uyttendaele et al.*9 citations*
408. **[Parallel Text Alignment and Monolingual Parallel Corpus Creation from Philosophical Texts for Text Simplification ↗](https://aclanthology.org/2021.naacl-srw.6/)**Stefan Paun · Student Research Workshop*9 citations*
409. **[Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation ↗](https://aclanthology.org/2021.naacl-main.133/)**Samuel Kiegeland, Julia Kreutzer*9 citations*
410. **[Robust Question Answering Through Sub-part Alignment ↗](https://aclanthology.org/2021.naacl-main.98/)**Jifan Chen, Greg Durrett*9 citations*
411. **[Supertagging-based Parsing with Linear Context-free Rewriting Systems ↗](https://aclanthology.org/2021.naacl-main.232/)**Thomas Ruprecht, Richard Mörbitz*9 citations*
412. **[Targeted Adversarial Training for Natural Language Understanding ↗](https://aclanthology.org/2021.naacl-main.424/)**Lis Pereira, Xiaodong Liu, Hao Cheng et al.*9 citations*
413. **[ActiveAnno: General-Purpose Document-Level Annotation Tool with Active Learning Integration ↗](https://aclanthology.org/2021.naacl-demos.12/)**Max Wiechmann, Seid Muhie Yimam, Chris Biemann · Demonstrations*8 citations*
414. **[Discovering Better Model Architectures for Medical Query Understanding ↗](https://aclanthology.org/2021.naacl-industry.29/)**Wei Zhu, Yuan Ni, Xiaoling Wang et al. · Industry Papers*8 citations*
415. **[Explainable Multi-hop Verbal Reasoning Through Internal Monologue ↗](https://aclanthology.org/2021.naacl-main.97/)**Zhengzhong Liang, Steven Bethard, Mihai Surdeanu*8 citations*
416. **[Human-like informative conversations: Better acknowledgements using conditional mutual information ↗](https://aclanthology.org/2021.naacl-main.61/)**Ashwin Paranjape, Christopher Manning*8 citations*
417. **[Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models ↗](https://aclanthology.org/2021.naacl-main.328/)**Anne Beyer, Sharid Loáiciga, David Schlangen*8 citations*
418. **[Knowledge Router: Learning Disentangled Representations for Knowledge Graphs ↗](https://aclanthology.org/2021.naacl-main.1/)**Shuai Zhang, Xi Rao, Yi Tay et al.*8 citations*
419. **[Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction ↗](https://aclanthology.org/2021.naacl-main.348/)**Federico Bianchi, Ciro Greco, Jacopo Tagliabue*8 citations*
420. **[Neural Machine Translation without Embeddings ↗](https://aclanthology.org/2021.naacl-main.17/)**Uri Shaham, Omer Levy*8 citations*
421. **[Nutri-bullets Hybrid: Consensual Multi-document Summarization ↗](https://aclanthology.org/2021.naacl-main.411/)**Darsh Shah, Lili Yu, Tao Lei et al.*8 citations*
422. **[Revisiting Document Representations for Large-Scale Zero-Shot Learning ↗](https://aclanthology.org/2021.naacl-main.250/)**Jihyung Kil, Wei-Lun Chao*8 citations*
423. **[Revisiting Simple Neural Probabilistic Language Models ↗](https://aclanthology.org/2021.naacl-main.407/)**Simeng Sun, Mohit Iyyer*8 citations*
424. **[Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation ↗](https://aclanthology.org/2021.naacl-srw.14/)**Yiping Jin, Akshay Bhatia, Dittaya Wanvarie · Student Research Workshop*8 citations*
425. **[Stay Together: A System for Single and Split-antecedent Anaphora Resolution](https://md.research.elamur.ai/free/en/papers/yu-2021-stay-together-system-single-split/)**Juntao Yu, Nafise Sadat Moosavi, Silviu Paun et al.*8 citations · our summary*
426. **[Why Do Document-Level Polarity Classifiers Fail? ↗](https://aclanthology.org/2021.naacl-main.143/)**Karen Martins, Pedro O.S Vaz-de-Melo, Rodrygo Santos*8 citations*
427. **[A Tutorial on Evaluation Metrics used in Natural Language Generation ↗](https://aclanthology.org/2021.naacl-tutorials.4/)**Mitesh M. Khapra, Ananya B. Sai · Tutorials*7 citations*
428. **[An Empirical Study of Generating Texts for Search Engine Advertising ↗](https://aclanthology.org/2021.naacl-industry.32/)**Hidetaka Kamigaito, Peinan Zhang, Hiroya Takamura et al. · Industry Papers*7 citations*
429. **[Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism ↗](https://aclanthology.org/2021.naacl-main.175/)**Shraey Bhatia, Jey Han Lau, Timothy Baldwin*7 citations*
430. **[Backtranslation Feedback Improves User Confidence in MT, Not Quality ↗](https://aclanthology.org/2021.naacl-main.14/)**Vilém Zouhar, Michal Novák, Matúš Žilinec et al.*7 citations*
431. **[Beyond Paragraphs: NLP for Long Sequences ↗](https://aclanthology.org/2021.naacl-tutorials.5/)**Iz Beltagy, Arman Cohan, Hannaneh Hajishirzi et al. · Tutorials*7 citations*
432. **[Cross-Lingual Word Embedding Refinement by $\ell_1$ Norm Optimisation ↗](https://aclanthology.org/2021.naacl-main.214/)**Xutan Peng, Chenghua Lin, Mark Stevenson*7 citations*
433. **[If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering ↗](https://aclanthology.org/2021.naacl-main.363/)**Vikas Yadav, Steven Bethard, Mihai Surdeanu*7 citations*
434. **[Learning from Executions for Semantic Parsing ↗](https://aclanthology.org/2021.naacl-main.219/)**Bailin Wang, Mirella Lapata, Ivan Titov*7 citations*
435. **[Machine Translated Text Detection Through Text Similarity with Round-Trip Translation ↗](https://aclanthology.org/2021.naacl-main.462/)**Hoang-Quoc Nguyen-Son, Tran Thao, Seira Hidano et al.*7 citations*
436. **[Multi-source Neural Topic Modeling in Multi-view Embedding Spaces ↗](https://aclanthology.org/2021.naacl-main.332/)**Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze*7 citations*
437. **[NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question Answering ↗](https://aclanthology.org/2021.naacl-demos.3/)**Minhao Zhang, Ruoyu Zhang, Lei Zou et al. · Demonstrations*7 citations*
438. **[Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish. ↗](https://aclanthology.org/2021.naacl-srw.3/)**Anastassia Shaitarova, Fabio Rinaldi · Student Research Workshop*7 citations*
439. **[Syntax-Based Attention Masking for Neural Machine Translation ↗](https://aclanthology.org/2021.naacl-srw.7/)**Colin McDonald, David Chiang · Student Research Workshop*7 citations*
440. **[Text Generation from Discourse Representation Structures](https://md.research.elamur.ai/free/en/papers/liu-2021-text-generation-discourse-representation-structures/)**Jiangming Liu, Shay B. Cohen, Mirella Lapata*7 citations · our summary*
441. **[When and Why a Model Fails? A Human-in-the-loop Error Detection Framework for Sentiment Analysis ↗](https://aclanthology.org/2021.naacl-industry.22/)**Zhe Liu, Yufan Guo, Jalal Mahmud · Industry Papers*7 citations*
442. **[Comparison of Grammatical Error Correction Using Back-Translation Models ↗](https://aclanthology.org/2021.naacl-srw.16/)**Aomi Koyama, Kengo Hotate, Masahiro Kaneko et al. · Student Research Workshop*6 citations*
443. **[Cross-lingual Supervision Improves Unsupervised Neural Machine Translation ↗](https://aclanthology.org/2021.naacl-industry.12/)**Mingxuan Wang, Hongxiao Bai, Hai Zhao et al. · Industry Papers*6 citations*
444. **[Crowdsourcing Natural Language Data at Scale: A Hands-On Tutorial ↗](https://aclanthology.org/2021.naacl-tutorials.6/)**Alexey Drutsa, Dmitry Ustalov, Valentina Fedorova et al. · Tutorials*6 citations*
445. **[Cultural and Geographical Influences on Image Translatability of Words across Languages ↗](https://aclanthology.org/2021.naacl-main.19/)**Nikzad Khani, Isidora Tourni, Mohammad Sadegh Rasooli et al.*6 citations*
446. **[Decompose, Fuse and Generate: A Formation-Informed Method for Chinese Definition Generation ↗](https://aclanthology.org/2021.naacl-main.437/)**Hua Zheng, Damai Dai, Lei Li et al.*6 citations*
447. **[Entity Resolution in Open-domain Conversations ↗](https://aclanthology.org/2021.naacl-industry.4/)**Mingyue Shang, Tong Wang, Mihail Eric et al. · Industry Papers*6 citations*
448. **[Evaluating the Impact of a Hierarchical Discourse Representation on Entity Coreference Resolution Performance ↗](https://aclanthology.org/2021.naacl-main.130/)**Sopan Khosla, James Fiacco, Carolyn Rosé*6 citations*
449. **[FITAnnotator: A Flexible and Intelligent Text Annotation System ↗](https://aclanthology.org/2021.naacl-demos.5/)**Yanzeng Li, Bowen Yu, Li Quangang et al. · Demonstrations*6 citations*
450. **[Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames ↗](https://aclanthology.org/2021.naacl-main.174/)**Shima Khanehzar, Trevor Cohn, Gosia Mikolajczak et al.*6 citations*
451. **[Generating An Optimal Interview Question Plan Using A Knowledge Graph And Integer Linear Programming ↗](https://aclanthology.org/2021.naacl-main.160/)**Soham Datta, Prabir Mallick, Sangameshwar Patil et al.*6 citations*
452. **[Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management ↗](https://aclanthology.org/2021.naacl-main.238/)**Zhengxu Hou, Bang Liu, Ruihui Zhao et al.*6 citations*
453. **[Learning Syntax from Naturally-Occurring Bracketings ↗](https://aclanthology.org/2021.naacl-main.234/)**Tianze Shi, Ozan İrsoy, Igor Malioutov et al.*6 citations*
454. **[On the Use of Context for Predicting Citation Worthiness of Sentences in Scholarly Articles ↗](https://aclanthology.org/2021.naacl-main.359/)**Rakesh Gosangi, Ravneet Arora, Mohsen Gheisarieha et al.*6 citations*
455. **[Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers ↗](https://aclanthology.org/2021.naacl-main.7/)**Hongfei Xu, Josef van Genabith, Qiuhui Liu et al.*6 citations*
456. **[SCRIPT: Self-Critic PreTraining of Transformers ↗](https://aclanthology.org/2021.naacl-main.409/)**Erik Nijkamp, Bo Pang, Ying Nian Wu et al.*6 citations*
457. **[Technical Question Answering across Tasks and Domains ↗](https://aclanthology.org/2021.naacl-industry.23/)**Wenhao Yu, Lingfei Wu, Yu Deng et al. · Industry Papers*6 citations*
458. **[Variance-reduced First-order Meta-learning for Natural Language Processing Tasks ↗](https://aclanthology.org/2021.naacl-main.206/)**Lingxiao Wang, Kevin Huang, Tengyu Ma et al.*6 citations*
459. **[A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code ↗](https://aclanthology.org/2021.naacl-main.26/)**Nadezhda Chirkova, Sergey Troshin*5 citations*
460. **[Active$^2$ Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation ↗](https://aclanthology.org/2021.naacl-main.159/)**Rishi Hazra, Parag Dutta, Shubham Gupta et al.*5 citations*
461. **[Adapting Coreference Resolution for Processing Violent Death Narratives ↗](https://aclanthology.org/2021.naacl-main.361/)**Ankith Uppunda, Susan Cochran, Jacob Foster et al.*5 citations*
462. **[Bridging Resolution: Making Sense of the State of the Art](https://md.research.elamur.ai/free/en/papers/kobayashi-2021-bridging-resolution-making-sense-state/)**Hideo Kobayashi, Vincent Ng*5 citations · our summary*
463. **[Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States ↗](https://aclanthology.org/2021.naacl-industry.31/)**Litton J Kurisinkel, Ai Ti Aw, Nancy F Chen · Industry Papers*5 citations*
464. **[Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering ↗](https://aclanthology.org/2021.naacl-main.468/)**Sohee Yang, Minjoon Seo*5 citations*
465. **[Distantly Supervised Transformers For E-Commerce Product QA ↗](https://aclanthology.org/2021.naacl-main.315/)**Happy Mittal, Aniket Chakrabarti, Belhassen Bayar et al.*5 citations*
466. **[Do RNN States Encode Abstract Phonological Alternations? ↗](https://aclanthology.org/2021.naacl-main.435/)**Miikka Silfverberg, Francis Tyers, Garrett Nicolai et al.*5 citations*
467. **[Does Structure Matter? Encoding Documents for Machine Reading Comprehension ↗](https://aclanthology.org/2021.naacl-main.367/)**Hui Wan, Song Feng, Chulaka Gunasekara et al.*5 citations*
468. **[End-to-end ASR to jointly predict transcriptions and linguistic annotations ↗](https://aclanthology.org/2021.naacl-main.149/)**Motoi Omachi, Yuya Fujita, Shinji Watanabe et al.*5 citations*
469. **[Ensemble of MRR and NDCG models for Visual Dialog ↗](https://aclanthology.org/2021.naacl-main.262/)**Idan Schwartz*5 citations*
470. **[Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle ↗](https://aclanthology.org/2021.naacl-main.132/)**Yikang Shen, Shawn Tan, Alessandro Sordoni et al.*5 citations*
471. **[Fine-grained Interpretation and Causation Analysis in Deep NLP Models ↗](https://aclanthology.org/2021.naacl-tutorials.2/)**Hassan Sajjad, Narine Kokhlikyan, Fahim Dalvi et al. · Tutorials*5 citations*
472. **[Learning to Learn to be Right for the Right Reasons ↗](https://aclanthology.org/2021.naacl-main.304/)**Pride Kavumba, Benjamin Heinzerling, Ana Brassard et al.*5 citations*
473. **[Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality ↗](https://aclanthology.org/2021.naacl-main.358/)**Hyun Gi Lee, Evan Sholle, Ashley Beecy et al.*5 citations*
474. **[Linguistic Complexity Loss in Text-Based Therapy ↗](https://aclanthology.org/2021.naacl-main.352/)**Jason Wei, Kelly Finn, Emma Templeton et al.*5 citations*
475. **[Machine-Assisted Script Curation ↗](https://aclanthology.org/2021.naacl-demos.2/)**Manuel Ciosici, Joseph Cummings, Mitchell DeHaven et al. · Demonstrations*5 citations*
476. **[Open-Domain Question Answering with Pre-Constructed Question Spaces ↗](https://aclanthology.org/2021.naacl-srw.9/)**Jinfeng Xiao, Lidan Wang, Franck Dernoncourt et al. · Student Research Workshop*5 citations*
477. **[SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain ↗](https://aclanthology.org/2021.naacl-main.342/)**Ruochen Zhang, Carsten Eickhoff*5 citations*
478. **[The structure of online social networks modulates the rate of lexical change ↗](https://aclanthology.org/2021.naacl-main.178/)**Jian Zhu, David Jurgens*5 citations*
479. **[WikiTalkEdit: A Dataset for modeling Editors' behaviors on Wikipedia ↗](https://aclanthology.org/2021.naacl-main.177/)**Kokil Jaidka, Andrea Ceolin, Iknoor Singh et al.*5 citations*
480. **[Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering ↗](https://aclanthology.org/2021.naacl-main.153/)**Kiran Ramnath, Leda Sari, Mark Hasegawa-Johnson et al.*5 citations*
481. **[A Hybrid Approach to Scalable and Robust Spoken Language Understanding in Enterprise Virtual Agents ↗](https://aclanthology.org/2021.naacl-industry.9/)**Ryan Price, Mahnoosh Mehrabani, Narendra Gupta et al. · Industry Papers*4 citations*
482. **[Addressing the Vulnerability of NMT in Input Perturbations ↗](https://aclanthology.org/2021.naacl-industry.11/)**Weiwen Xu, Ai Ti Aw, Yang Ding et al. · Industry Papers*4 citations*
483. **[Almost Free Semantic Draft for Neural Machine Translation ↗](https://aclanthology.org/2021.naacl-main.307/)**Xi Ai, Bin Fang*4 citations*
484. **[Can Latent Alignments Improve Autoregressive Machine Translation? ↗](https://aclanthology.org/2021.naacl-main.209/)**Adi Haviv, Lior Vassertail, Omer Levy*4 citations*
485. **[Challenging distributional models with a conceptual network of philosophical terms ↗](https://aclanthology.org/2021.naacl-main.199/)**Yvette Oortwijn, Jelke Bloem, Pia Sommerauer et al.*4 citations*
486. **[Continuous Model Improvement for Language Understanding with Machine Translation ↗](https://aclanthology.org/2021.naacl-industry.8/)**Abdalghani Abujabal, Claudio Delli Bovi, Sungho Ryu et al. · Industry Papers*4 citations*
487. **[Data and Model Distillation as a Solution for Domain-transferable Fact Verification ↗](https://aclanthology.org/2021.naacl-main.360/)**Mitch Paul Mithun, Sandeep Suntwal, Mihai Surdeanu*4 citations*
488. **[Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction ↗](https://aclanthology.org/2021.naacl-main.268/)**Ian Wood, Mark Johnson, Stephen Wan*4 citations*
489. **[Learning Paralinguistic Features from Audiobooks through Style Voice Conversion ↗](https://aclanthology.org/2021.naacl-main.377/)**Zakaria Aldeneh, Matthew Perez, Emily Mower Provost*4 citations*
490. **[Morphology-Aware Meta-Embeddings for Tamil ↗](https://aclanthology.org/2021.naacl-srw.13/)**Arjun Sai Krishnan, Seyoon Ragavan · Student Research Workshop*4 citations*
491. **[Multi-Adversarial Learning for Cross-Lingual Word Embeddings ↗](https://aclanthology.org/2021.naacl-main.39/)**Haozhou Wang, James Henderson, Paola Merlo*4 citations*
492. **[Neural Sequence Segmentation as Determining the Leftmost Segments ↗](https://aclanthology.org/2021.naacl-main.116/)**Yangming Li, Lemao Liu, Kaisheng Yao*4 citations*
493. **[Noise Robust Named Entity Understanding for Voice Assistants ↗](https://aclanthology.org/2021.naacl-industry.25/)**Deepak Muralidharan, Joel Ruben Antony Moniz, Sida Gao et al. · Industry Papers*4 citations*
494. **[On the Embeddings of Variables in Recurrent Neural Networks for Source Code ↗](https://aclanthology.org/2021.naacl-main.213/)**Nadezhda Chirkova*4 citations*
495. **[ReinforceBug: A Framework to Generate Adversarial Textual Examples ↗](https://aclanthology.org/2021.naacl-main.477/)**Bushra Sabir, Muhammad Ali Babar, Raj Gaire*4 citations*
496. **[Scalar Adjective Identification and Multilingual Ranking](https://md.research.elamur.ai/free/en/papers/soler-2021-scalar-adjective-identification-multilingual-ranking/)**Aina Garí Soler, Marianna Apidianaki*4 citations · our summary*
497. **[Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios ↗](https://aclanthology.org/2021.naacl-main.311/)**Haipeng Sun, Rui Wang, Kehai Chen et al.*4 citations*
498. **[Semantic Frame Forecast ↗](https://aclanthology.org/2021.naacl-main.215/)**Chieh-Yang Huang, Ting-Hao Huang*4 citations*
499. **[SpanPredict: Extraction of Predictive Document Spans with Neural Attention ↗](https://aclanthology.org/2021.naacl-main.413/)**Vivek Subramanian, Matthew Engelhard, Sam Berchuck et al.*4 citations*
500. **[Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents ↗](https://aclanthology.org/2021.naacl-main.263/)**Iryna Haponchyk, Alessandro Moschitti*4 citations*

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