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# Findings of the Association for Computational Linguistics 2021: all accepted papers

881 papers · page 7 of 9 · the most cited first · [← Findings of the Association for Computational Linguistics 2021](https://md.research.elamur.ai/free/en/venues/findings/2021/)

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601. **[Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability ↗](https://aclanthology.org/2021.findings-acl.383/)**Kaiyu Huang, Junpeng Liu, Degen Huang et al.*6 citations*
602. **[Evaluating the Efficacy of Summarization Evaluation across Languages ↗](https://aclanthology.org/2021.findings-acl.71/)**Fajri Koto, Jey Han Lau, Timothy Baldwin*6 citations*
603. **[Grammar-Constrained Neural Semantic Parsing with LR Parsers ↗](https://aclanthology.org/2021.findings-acl.108/)**Artur Baranowski, Nico Hochgeschwender*6 citations*
604. **[Grounded Graph Decoding improves Compositional Generalization in Question Answering ↗](https://aclanthology.org/2021.findings-emnlp.157/)**Yu Gai, Paras Jain, Wendi Zhang et al.*6 citations*
605. **[How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding ↗](https://aclanthology.org/2021.findings-emnlp.65/)**Tianda Li, Ahmad Rashid, Aref Jafari et al.*6 citations*
606. **[Improving Automated Evaluation of Open Domain Dialog via Diverse Reference Augmentation ↗](https://aclanthology.org/2021.findings-acl.357/)**Varun Gangal, Harsh Jhamtani, Eduard Hovy et al.*6 citations*
607. **[Improving Multilingual Neural Machine Translation with Auxiliary Source Languages ↗](https://aclanthology.org/2021.findings-emnlp.260/)**Weijia Xu, Yuwei Yin, Shuming Ma et al.*6 citations*
608. **[John praised Mary because _he_? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs ↗](https://aclanthology.org/2021.findings-acl.429/)**Yova Kementchedjhieva, Mark Anderson, Anders Søgaard*6 citations*
609. **[Knowledge Representation Learning with Contrastive Completion Coding ↗](https://aclanthology.org/2021.findings-emnlp.263/)**Bo Ouyang, Wenbing Huang, Runfa Chen et al.*6 citations*
610. **[LICHEE: Improving Language Model Pre-training with Multi-grained Tokenization ↗](https://aclanthology.org/2021.findings-acl.119/)**Weidong Guo, Mingjun Zhao, Lusheng Zhang et al.*6 citations*
611. **[Learning Robust Latent Representations for Controllable Speech Synthesis ↗](https://aclanthology.org/2021.findings-acl.312/)**Shakti Kumar, Jithin Pradeep, Hussain Zaidi*6 citations*
612. **[Mitigating Data Poisoning in Text Classification with Differential Privacy ↗](https://aclanthology.org/2021.findings-emnlp.369/)**Chang Xu, Jun Wang, Francisco Guzmán et al.*6 citations*
613. **[Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability ↗](https://aclanthology.org/2021.findings-emnlp.287/)**Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova*6 citations*
614. **[Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction ↗](https://aclanthology.org/2021.findings-acl.328/)**Sriram Pingali, Shweta Yadav, Pratik Dutta et al.*6 citations*
615. **[OutFlip: Generating Examples for Unknown Intent Detection with Natural Language Attack ↗](https://aclanthology.org/2021.findings-acl.45/)**DongHyun Choi, Myeong Cheol Shin, EungGyun Kim et al.*6 citations*
616. **[RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation ↗](https://aclanthology.org/2021.findings-emnlp.270/)**Peng Lu, Abbas Ghaddar, Ahmad Rashid et al.*6 citations*
617. **[Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer ↗](https://aclanthology.org/2021.findings-emnlp.31/)**Gi-Cheon Kang, Junseok Park, Hwaran Lee et al.*6 citations*
618. **[Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval ↗](https://aclanthology.org/2021.findings-emnlp.80/)**Nattapol Trijakwanich, Peerat Limkonchotiwat, Raheem Sarwar et al.*6 citations*
619. **[Segmenting Natural Language Sentences via Lexical Unit Analysis ↗](https://aclanthology.org/2021.findings-emnlp.18/)**Yangming Li, Lemao Liu, Shuming Shi*6 citations*
620. **[Self-Supervised Neural Topic Modeling ↗](https://aclanthology.org/2021.findings-emnlp.284/)**Seyed Ali Bahrainian, Martin Jaggi, Carsten Eickhoff*6 citations*
621. **[SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks ↗](https://aclanthology.org/2021.findings-emnlp.188/)**Wanyu Du, Yangfeng Ji*6 citations*
622. **[Strong and Light Baseline Models for Fact-Checking Joint Inference ↗](https://aclanthology.org/2021.findings-acl.426/)**Kateryna Tymoshenko, Alessandro Moschitti*6 citations*
623. **[Structured abbreviation expansion in context ↗](https://aclanthology.org/2021.findings-emnlp.85/)**Kyle Gorman, Christo Kirov, Brian Roark et al.*6 citations*
624. **[Subword Mapping and Anchoring across Languages ↗](https://aclanthology.org/2021.findings-emnlp.224/)**Giorgos Vernikos, Andrei Popescu-Belis*6 citations*
625. **[Winnowing Knowledge for Multi-choice Question Answering ↗](https://aclanthology.org/2021.findings-emnlp.100/)**Yeqiu Li, Bowei Zou, Zhifeng Li et al.*6 citations*
626. **[A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples](https://md.research.elamur.ai/free/en/papers/wang-2021-closer-look-into-robustness-neural/)**Yuxuan Wang, Wanxiang Che, Ivan Titov et al.*5 citations · our summary*
627. **[A Comparison between Pre-training and Large-scale Back-translation for Neural Machine Translation ↗](https://aclanthology.org/2021.findings-acl.150/)**Dandan Huang, Kun Wang, Yue Zhang*5 citations*
628. **[An Alignment-Agnostic Model for Chinese Text Error Correction ↗](https://aclanthology.org/2021.findings-emnlp.30/)**Liying Zheng, Yue Deng, Weishun Song et al.*5 citations*
629. **[An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog ↗](https://aclanthology.org/2021.findings-emnlp.276/)**Xingyao Wang, David Jurgens*5 citations*
630. **[An unsupervised framework for tracing textual sources of moral change ↗](https://aclanthology.org/2021.findings-emnlp.105/)**Aida Ramezani, Zining Zhu, Frank Rudzicz et al.*5 citations*
631. **[As Easy as 1, 2, 3: Behavioural Testing of NMT Systems for Numerical Translation ↗](https://aclanthology.org/2021.findings-acl.415/)**Jun Wang, Chang Xu, Francisco Guzmán et al.*5 citations*
632. **[Attention-based Contrastive Learning for Winograd Schemas ↗](https://aclanthology.org/2021.findings-emnlp.208/)**Tassilo Klein, Moin Nabi*5 citations*
633. **[Automatic Construction of Sememe Knowledge Bases via Dictionaries ↗](https://aclanthology.org/2021.findings-acl.411/)**Fanchao Qi, Yangyi Chen, Fengyu Wang et al.*5 citations*
634. **[Automatic Rephrasing of Transcripts-based Action Items ↗](https://aclanthology.org/2021.findings-acl.253/)**Amir DN Cohen, Amir Kantor, Sagi Hilleli et al.*5 citations*
635. **[BERT-Proof Syntactic Structures: Investigating Errors in Discontinuous Constituency Parsing ↗](https://aclanthology.org/2021.findings-acl.288/)**Maximin Coavoux*5 citations*
636. **[CNNBiF: CNN-based Bigram Features for Named Entity Recognition ↗](https://aclanthology.org/2021.findings-emnlp.87/)**Chul Sung, Vaibhava Goel, Etienne Marcheret et al.*5 citations*
637. **[Climbing the Tower of Treebanks: Improving Low-Resource Dependency Parsing via Hierarchical Source Selection ↗](https://aclanthology.org/2021.findings-acl.431/)**Goran Glavaš, Ivan Vulić*5 citations*
638. **[Cross-Lingual Cross-Domain Nested Named Entity Evaluation on English Web Texts ↗](https://aclanthology.org/2021.findings-acl.158/)**Barbara Plank*5 citations*
639. **[Diagnosing Transformers in Task-Oriented Semantic Parsing ↗](https://aclanthology.org/2021.findings-acl.5/)**Shrey Desai, Ahmed Aly*5 citations*
640. **[Discourse-Based Sentence Splitting ↗](https://aclanthology.org/2021.findings-emnlp.25/)**Liam Cripwell, Joël Legrand, Claire Gardent*5 citations*
641. **[Discovering Representation Sprachbund For Multilingual Pre-Training ↗](https://aclanthology.org/2021.findings-emnlp.75/)**Yimin Fan, Yaobo Liang, Alexandre Muzio et al.*5 citations*
642. **[Distantly Supervised Relation Extraction in Federated Settings ↗](https://aclanthology.org/2021.findings-emnlp.52/)**Dianbo Sui, Yubo Chen, Kang Liu et al.*5 citations*
643. **[End-to-end Neural Information Status Classification](https://md.research.elamur.ai/free/en/papers/hou-2021-end-end-neural-information-status/)**Yufang Hou*5 citations · our summary*
644. **[Error Detection in Large-Scale Natural Language Understanding Systems Using Transformer Models ↗](https://aclanthology.org/2021.findings-acl.44/)**Rakesh Chada, Pradeep Natarajan, Darshan Fofadiya et al.*5 citations*
645. **[Explainable Inference Over Grounding-Abstract Chains for Science Questions ↗](https://aclanthology.org/2021.findings-acl.1/)**Mokanarangan Thayaparan, Marco Valentino, André Freitas*5 citations*
646. **[Extract, Integrate, Compete: Towards Verification Style Reading Comprehension ↗](https://aclanthology.org/2021.findings-emnlp.255/)**Chen Zhang, Yuxuan Lai, Yansong Feng et al.*5 citations*
647. **[Federated Chinese Word Segmentation with Global Character Associations ↗](https://aclanthology.org/2021.findings-acl.376/)**Yuanhe Tian, Guimin Chen, Han Qin et al.*5 citations*
648. **[Few-Shot Upsampling for Protest Size Detection ↗](https://aclanthology.org/2021.findings-acl.325/)**Andrew Halterman, Benjamin J. Radford*5 citations*
649. **[From What to Why: Improving Relation Extraction with Rationale Graph ↗](https://aclanthology.org/2021.findings-acl.8/)**Zhenyu Zhang, Bowen Yu, Xiaobo Shu et al.*5 citations*
650. **[How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks ↗](https://aclanthology.org/2021.findings-emnlp.343/)**Hoang Van, Zheng Tang, Mihai Surdeanu*5 citations*
651. **[Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation ↗](https://aclanthology.org/2021.findings-emnlp.144/)**Jarana Manotumruksa, Jeff Dalton, Edgar Meij et al.*5 citations*
652. **[Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning ↗](https://aclanthology.org/2021.findings-emnlp.131/)**Xinghua Zhang, Bowen Yu, Tingwen Liu et al.*5 citations*
653. **[KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion ↗](https://aclanthology.org/2021.findings-acl.153/)**Jie Zhou, Shengding Hu, Xin Lv et al.*5 citations*
654. **[Knowledge Distillation for Quality Estimation ↗](https://aclanthology.org/2021.findings-acl.452/)**Amit Gajbhiye, Marina Fomicheva, Fernando Alva-Manchego et al.*5 citations*
655. **[Language-Mediated, Object-Centric Representation Learning ↗](https://aclanthology.org/2021.findings-acl.179/)**Ruocheng Wang, Jiayuan Mao, Samuel Gershman et al.*5 citations*
656. **[Learning to Sample Replacements for ELECTRA Pre-Training ↗](https://aclanthology.org/2021.findings-acl.394/)**Yaru Hao, Li Dong, Hangbo Bao et al.*5 citations*
657. **[Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension ↗](https://aclanthology.org/2021.findings-emnlp.95/)**Haichao Zhu, Zekun Wang, Heng Zhang et al.*5 citations*
658. **[MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization ↗](https://aclanthology.org/2021.findings-emnlp.133/)**Xinnuo Xu, Ondřej Dušek, Shashi Narayan et al.*5 citations*
659. **[NICE: Neural Image Commenting with Empathy ↗](https://aclanthology.org/2021.findings-emnlp.380/)**Kezhen Chen, Qiuyuan Huang, Daniel McDuff et al.*5 citations*
660. **[Named Entity Recognition through Deep Representation Learning and Weak Supervision ↗](https://aclanthology.org/2021.findings-acl.335/)**Jerrod Parker, Shi Yu*5 citations*
661. **[Probabilistic Graph Reasoning for Natural Proof Generation ↗](https://aclanthology.org/2021.findings-acl.277/)**Changzhi Sun, Xinbo Zhang, Jiangjie Chen et al.*5 citations*
662. **[Relation-Guided Pre-Training for Open-Domain Question Answering ↗](https://aclanthology.org/2021.findings-emnlp.292/)**Ziniu Hu, Yizhou Sun, Kai-Wei Chang*5 citations*
663. **[Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding ↗](https://aclanthology.org/2021.findings-emnlp.153/)**Jiyeon Ham, Eun-Sol Kim*5 citations*
664. **[Stacked AMR Parsing with Silver Data ↗](https://aclanthology.org/2021.findings-emnlp.406/)**Qingrong Xia, Zhenghua Li, Rui Wang et al.*5 citations*
665. **[Visual Cues and Error Correction for Translation Robustness ↗](https://aclanthology.org/2021.findings-emnlp.271/)**Zhenhao Li, Marek Rei, Lucia Specia*5 citations*
666. **[Visually Grounded Concept Composition ↗](https://aclanthology.org/2021.findings-emnlp.20/)**Bowen Zhang, Hexiang Hu, Linlu Qiu et al.*5 citations*
667. **[WHOSe Heritage: Classification of UNESCO World Heritage Statements of “Outstanding Universal Value” with Soft Labels ↗](https://aclanthology.org/2021.findings-emnlp.34/)**Nan Bai, Renqian Luo, Pirouz Nourian et al.*5 citations*
668. **[Weakly Supervised Pre-Training for Multi-Hop Retriever ↗](https://aclanthology.org/2021.findings-acl.62/)**Yeon Seonwoo, Sang-Woo Lee, Ji-Hoon Kim et al.*5 citations*
669. **[When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions ↗](https://aclanthology.org/2021.findings-emnlp.84/)**ZiXian Huang, Ao Wu, Yulin Shen et al.*5 citations*
670. **[Zero-shot Medical Entity Retrieval without Annotation: Learning From Rich Knowledge Graph Semantics ↗](https://aclanthology.org/2021.findings-acl.212/)**Luyang Kong, Christopher Winestock, Parminder Bhatia*5 citations*
671. **[A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. ↗](https://aclanthology.org/2021.findings-emnlp.235/)**Judicael Poumay, Ashwin Ittoo*4 citations*
672. **[A Corpus-based Syntactic Analysis of Two-termed Unlike Coordination ↗](https://aclanthology.org/2021.findings-emnlp.335/)**Julie Kallini, Christiane Fellbaum*4 citations*
673. **[A Formidable Ability: Detecting Adjectival Extremeness with DSMs ↗](https://aclanthology.org/2021.findings-acl.360/)**Farhan Samir, Barend Beekhuizen, Suzanne Stevenson*4 citations*
674. **[A Neural Graph-based Local Coherence Model ↗](https://aclanthology.org/2021.findings-emnlp.199/)**Mohsen Mesgar, Leonardo F. R. Ribeiro, Iryna Gurevych*4 citations*
675. **[AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation ↗](https://aclanthology.org/2021.findings-acl.224/)**Wuwei Huang, Dexin Wang, Deyi Xiong*4 citations*
676. **[An Uncertainty-Aware Encoder for Aspect Detection ↗](https://aclanthology.org/2021.findings-emnlp.69/)**Thi-Nhung Nguyen, Kiem-Hieu Nguyen, Young-In Song et al.*4 citations*
677. **[Annotation and Evaluation of Coreference Resolution in Screenplays ↗](https://aclanthology.org/2021.findings-acl.176/)**Sabyasachee Baruah, Sandeep Nallan Chakravarthula, Shrikanth Narayanan*4 citations*
678. **[Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models ↗](https://aclanthology.org/2021.findings-acl.333/)**Laura Pérez-Mayos, Alba Táboas García, Simon Mille et al.*4 citations*
679. **[Attending via both Fine-tuning and Compressing ↗](https://aclanthology.org/2021.findings-acl.189/)**Jie Zhou, Yuanbin Wu, Qin Chen et al.*4 citations*
680. **[Attention-based Contextual Language Model Adaptation for Speech Recognition ↗](https://aclanthology.org/2021.findings-acl.175/)**Richard Diehl Martinez, Scott Novotney, Ivan Bulyko et al.*4 citations*
681. **[Bag of Tricks for Optimizing Transformer Efficiency ↗](https://aclanthology.org/2021.findings-emnlp.357/)**Ye Lin, Yanyang Li, Tong Xiao et al.*4 citations*
682. **[Better Chinese Sentence Segmentation with Reinforcement Learning ↗](https://aclanthology.org/2021.findings-acl.25/)**Srivatsan Srinivasan, Chris Dyer*4 citations*
683. **[Cleaning Dirty Books: Post-OCR Processing for Previously Scanned Texts ↗](https://aclanthology.org/2021.findings-emnlp.356/)**Allen Kim, Charuta Pethe, Naoya Inoue et al.*4 citations*
684. **[Comprehensive Punctuation Restoration for English and Polish ↗](https://aclanthology.org/2021.findings-emnlp.393/)**Michał Pogoda, Tomasz Walkowiak*4 citations*
685. **[Counter-Contrastive Learning for Language GANs ↗](https://aclanthology.org/2021.findings-emnlp.415/)**Yekun Chai, Haidong Zhang, Qiyue Yin et al.*4 citations*
686. **[Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking ↗](https://aclanthology.org/2021.findings-acl.52/)**Elliot Schumacher, James Mayfield, Mark Dredze*4 citations*
687. **[Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings ↗](https://aclanthology.org/2021.findings-emnlp.181/)**Zihao He, Negar Mokhberian, António Câmara et al.*4 citations*
688. **[Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots ↗](https://aclanthology.org/2021.findings-acl.54/)**Kurt Shuster, Jack Urbanek, Emily Dinan et al.*4 citations*
689. **[Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation ↗](https://aclanthology.org/2021.findings-emnlp.286/)**Beomsu Kim, Seokjun Seo, Seungju Han et al.*4 citations*
690. **[Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction ↗](https://aclanthology.org/2021.findings-acl.402/)**Tianyang Zhao, Zhao Yan, Yunbo Cao et al.*4 citations*
691. **[Entity-level Cross-modal Learning Improves Multi-modal Machine Translation ↗](https://aclanthology.org/2021.findings-emnlp.92/)**Xin Huang, Jiajun Zhang, Chengqing Zong*4 citations*
692. **[Exploiting Curriculum Learning in Unsupervised Neural Machine Translation ↗](https://aclanthology.org/2021.findings-emnlp.79/)**Jinliang Lu, Jiajun Zhang*4 citations*
693. **[Gaussian Process based Deep Dyna-Q approach for Dialogue Policy Learning ↗](https://aclanthology.org/2021.findings-acl.156/)**Guanlin Wu, Wenqi Fang, Ji Wang et al.*4 citations*
694. **[Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation ↗](https://aclanthology.org/2021.findings-emnlp.46/)**Jinfa Yang, Yongjie Shi, Xin Tong et al.*4 citations*
695. **[Inducing Semantic Roles Without Syntax ↗](https://aclanthology.org/2021.findings-acl.389/)**Julian Michael, Luke Zettlemoyer*4 citations*
696. **[Is the Lottery Fair? Evaluating Winning Tickets Across Demographics ↗](https://aclanthology.org/2021.findings-acl.284/)**Victor Petrén Bach Hansen, Anders Søgaard*4 citations*
697. **[Knowledge-Enhanced Evidence Retrieval for Counterargument Generation ↗](https://aclanthology.org/2021.findings-emnlp.264/)**Yohan Jo, Haneul Yoo, JinYeong Bak et al.*4 citations*
698. **[LAMAD: A Linguistic Attentional Model for Arabic Text Diacritization ↗](https://aclanthology.org/2021.findings-emnlp.317/)**Raeed Al-Sabri, Jianliang Gao*4 citations*
699. **[Language-based General Action Template for Reinforcement Learning Agents ↗](https://aclanthology.org/2021.findings-acl.187/)**Ryosuke Kohita, Akifumi Wachi, Daiki Kimura et al.*4 citations*
700. **[Latent Reasoning for Low-Resource Question Generation ↗](https://aclanthology.org/2021.findings-acl.265/)**Xinting Huang, Jianzhong Qi, Yu Sun et al.*4 citations*

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