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

881 papers · page 9 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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801. **[“We will Reduce Taxes” - Identifying Election Pledges with Language Models ↗](https://aclanthology.org/2021.findings-acl.301/)**Tommaso Fornaciari, Dirk Hovy, Elin Naurin et al.*2 citations*
802. **[ARCH: Efficient Adversarial Regularized Training with Caching ↗](https://aclanthology.org/2021.findings-emnlp.348/)**Simiao Zuo, Chen Liang, Haoming Jiang et al.*1 citation*
803. **[Analyzing Code Embeddings for Coding Clinical Narratives ↗](https://aclanthology.org/2021.findings-acl.410/)**Wei Shi, Jiewen Wu, Xiwen Yang et al.*1 citation*
804. **[Argumentation-Driven Evidence Association in Criminal Cases ↗](https://aclanthology.org/2021.findings-emnlp.257/)**Yefei Teng, WenHan Chao*1 citation*
805. **[COSMic: A Coherence-Aware Generation Metric for Image Descriptions ↗](https://aclanthology.org/2021.findings-emnlp.291/)**Mert Inan, Piyush Sharma, Baber Khalid et al.*1 citation*
806. **[Calibrate your listeners! Robust communication-based training for pragmatic speakers](https://md.research.elamur.ai/free/en/papers/wang-2021-calibrate-your-listeners-robust-communication/)**Rose Wang, Julia White, Jesse Mu et al.*1 citation · our summary*
807. **[Competing Independent Modules for Knowledge Integration and Optimization ↗](https://aclanthology.org/2021.findings-emnlp.376/)**Parsa Bagherzadeh, Sabine Bergler*1 citation*
808. **[Compositional Data and Task Augmentation for Instruction Following ↗](https://aclanthology.org/2021.findings-emnlp.178/)**Soham Dan, Xinran Han, Dan Roth*1 citation*
809. **[Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint ↗](https://aclanthology.org/2021.findings-acl.146/)**Igor Vorona, Anh-Huy Phan, Alexander Panchenko et al.*1 citation*
810. **[Expected Validation Performance and Estimation of a Random Variable's Maximum ↗](https://aclanthology.org/2021.findings-emnlp.342/)**Jesse Dodge, Suchin Gururangan, Dallas Card et al.*1 citation*
811. **[Exploring Unsupervised Pretraining Objectives for Machine Translation ↗](https://aclanthology.org/2021.findings-acl.261/)**Christos Baziotis, Ivan Titov, Alexandra Birch et al.*1 citation*
812. **[Generalized Supervised Attention for Text Generation ↗](https://aclanthology.org/2021.findings-acl.442/)**Yixian Liu, Liwen Zhang, Xinyu Zhang et al.*1 citation*
813. **[Improving Privacy Guarantee and Efficiency of Latent Dirichlet Allocation Model Training Under Differential Privacy ↗](https://aclanthology.org/2021.findings-emnlp.14/)**Tao Huang, Hong Chen*1 citation*
814. **[Insertion-based Tree Decoding ↗](https://aclanthology.org/2021.findings-acl.283/)**Denis Lukovnikov, Asja Fischer*1 citation*
815. **[Language Resource Efficient Learning for Captioning ↗](https://aclanthology.org/2021.findings-emnlp.162/)**Jia Chen, Yike Wu, Shiwan Zhao et al.*1 citation*
816. **[Learning Task Sampling Policy for Multitask Learning ↗](https://aclanthology.org/2021.findings-emnlp.375/)**Dhanasekar Sundararaman, Henry Tsai, Kuang-Huei Lee et al.*1 citation*
817. **[Locality Preserving Sentence Encoding ↗](https://aclanthology.org/2021.findings-emnlp.262/)**Changrong Min, Yonghe Chu, Liang Yang et al.*1 citation*
818. **[Neural Combinatory Constituency Parsing ↗](https://aclanthology.org/2021.findings-acl.194/)**Zhousi Chen, Longtu Zhang, Aizhan Imankulova et al.*1 citation*
819. **[On Sparsifying Encoder Outputs in Sequence-to-Sequence Models ↗](https://aclanthology.org/2021.findings-acl.255/)**Biao Zhang, Ivan Titov, Rico Sennrich*1 citation*
820. **[PSED: A Dataset for Selecting Emphasis in Presentation Slides ↗](https://aclanthology.org/2021.findings-acl.377/)**Amirreza Shirani, Giai Tran, Hieu Trinh et al.*1 citation*
821. **[Phrase-Level Action Reinforcement Learning for Neural Dialog Response Generation ↗](https://aclanthology.org/2021.findings-acl.446/)**Takato Yamazaki, Akiko Aizawa*1 citation*
822. **[Reference-based Weak Supervision for Answer Sentence Selection using Web Data ↗](https://aclanthology.org/2021.findings-emnlp.363/)**Vivek Krishnamurthy, Thuy Vu, Alessandro Moschitti*1 citation*
823. **[Representing Syntax and Composition with Geometric Transformations ↗](https://aclanthology.org/2021.findings-acl.296/)**Lorenzo Bertolini, Julie Weeds, David Weir et al.*1 citation*
824. **[Self-Training using Rules of Grammar for Few-Shot NLU ↗](https://aclanthology.org/2021.findings-emnlp.389/)**Joonghyuk Hahn, Hyunjoon Cheon, Kyuyeol Han et al.*1 citation*
825. **[Sensei: Self-Supervised Sensor Name Segmentation ↗](https://aclanthology.org/2021.findings-acl.87/)**Jiaman Wu, Dezhi Hong, Rajesh Gupta et al.*1 citation*
826. **[Sequence Models for Computational Etymology of Borrowings ↗](https://aclanthology.org/2021.findings-acl.353/)**Winston Wu, Kevin Duh, David Yarowsky*1 citation*
827. **[Span Fine-tuning for Pre-trained Language Models ↗](https://aclanthology.org/2021.findings-emnlp.169/)**Rongzhou Bao, Zhuosheng Zhang, Hai Zhao*1 citation*
828. **[Summary Grounded Conversation Generation ↗](https://aclanthology.org/2021.findings-acl.329/)**Chulaka Gunasekara, Guy Feigenblat, Benjamin Sznajder et al.*1 citation*
829. **[Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation ↗](https://aclanthology.org/2021.findings-emnlp.394/)**Fuwei Cui, Hui Di, Hongjie Ren et al.*1 citation*
830. **[Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing ↗](https://aclanthology.org/2021.findings-emnlp.186/)**Boda Lin, Mingzheng Li, Si Li et al.*1 citation*
831. **[Using Word Embeddings to Analyze Teacher Evaluations: An Application to a Filipino Education Non-Profit Organization ↗](https://aclanthology.org/2021.findings-acl.33/)**Francesca Vera*1 citation*
832. **[“Does it Matter When I Think You Are Lying?” Improving Deception Detection by Integrating Interlocutor's Judgements in Conversations ↗](https://aclanthology.org/2021.findings-acl.162/)**Huang-Cheng Chou, Woan-Shiuan Chien, Da-Cheng Juan et al.*1 citation*
833. **[A Mixed-Method Design Approach for Empirically Based Selection of Unbiased Data Annotators ↗](https://aclanthology.org/2021.findings-acl.169/)**Gautam Thakur, Janna Caspersen, Drahomira Herrmannova et al.
834. **[A Web Scale Entity Extraction System ↗](https://aclanthology.org/2021.findings-emnlp.7/)**Xuanting Cai, Quanbin Ma, Jianyu Liu et al.
835. **[Automatic Bilingual Markup Transfer ↗](https://aclanthology.org/2021.findings-emnlp.299/)**Thomas Zenkel, Joern Wuebker, John DeNero
836. **[Beyond Metadata: What Paper Authors Say About Corpora They Use ↗](https://aclanthology.org/2021.findings-acl.451/)**Nikolay Kolyada, Martin Potthast, Benno Stein
837. **[Biomedical Interpretable Entity Representations ↗](https://aclanthology.org/2021.findings-acl.311/)**Diego Garcia-Olano, Yasumasa Onoe, Ioana Baldini et al.
838. **[Classification and Geotemporal Analysis of Quality-of-Life Issues in Tenant Reviews ↗](https://aclanthology.org/2021.findings-emnlp.217/)**Adam Haber, Zeev Waks
839. **[Co-Teaching Student-Model through Submission Results of Shared Task ↗](https://aclanthology.org/2021.findings-emnlp.383/)**Kouta Nakayama, Shuhei Kurita, Akio Kobayashi et al.
840. **[Comparing learnability of two dependency schemes: `semantic' (UD) and `syntactic' (SUD) ↗](https://aclanthology.org/2021.findings-emnlp.256/)**Ryszard Tuora, Adam Przepiórkowski, Aleksander Leczkowski
841. **[Conical Classification For Efficient One-Class Topic Determination ↗](https://aclanthology.org/2021.findings-emnlp.143/)**Sameer Khanna
842. **[Coreference-aware Surprisal Predicts Brain Response ↗](https://aclanthology.org/2021.findings-emnlp.285/)**Evan Jaffe, Byung-Doh Oh, William Schuler
843. **[Counterfactual Adversarial Learning with Representation Interpolation ↗](https://aclanthology.org/2021.findings-emnlp.413/)**Wei Wang, Boxin Wang, Ning Shi et al.
844. **[Cross-Lingual Leveled Reading Based on Language-Invariant Features ↗](https://aclanthology.org/2021.findings-emnlp.227/)**Simin Rao, Hua Zheng, Sujian Li
845. **[Data-Efficient Language Shaped Few-shot Image Classification ↗](https://aclanthology.org/2021.findings-emnlp.400/)**Zhenwen Liang, Xiangliang Zhang
846. **[Devil's Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification ↗](https://aclanthology.org/2021.findings-emnlp.187/)**Hwiyeol Jo, Jaeseo Lim, Byoung-Tak Zhang
847. **[Distilling Word Meaning in Context from Pre-trained Language Models ↗](https://aclanthology.org/2021.findings-emnlp.49/)**Yuki Arase, Tomoyuki Kajiwara
848. **[Do UD Trees Match Mention Spans in Coreference Annotations?](https://md.research.elamur.ai/free/en/papers/popel-2021-do-ud-trees-match-mention/)**Martin Popel, Zdeněk Žabokrtský, Anna Nedoluzhko et al.*our summary*
849. **[Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques ↗](https://aclanthology.org/2021.findings-emnlp.405/)**Hossein Amirkhani, Mohammad Taher Pilehvar
850. **[Don't Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting ↗](https://aclanthology.org/2021.findings-emnlp.129/)**Yi Feng, Ting Wang, Chuanyi Li et al.
851. **[EDTC: A Corpus for Discourse-Level Topic Chain Parsing ↗](https://aclanthology.org/2021.findings-emnlp.113/)**Longyin Zhang, Xin Tan, Fang Kong et al.
852. **[Enhancing Language Generation with Effective Checkpoints of Pre-trained Language Model ↗](https://aclanthology.org/2021.findings-acl.237/)**Jeonghyeok Park, Hai Zhao
853. **[Evaluating Word Embeddings with Categorical Modularity ↗](https://aclanthology.org/2021.findings-acl.174/)**Sílvia Casacuberta, Karina Halevy, Damián E. Blasi
854. **[Few-Shot Novel Concept Learning for Semantic Parsing ↗](https://aclanthology.org/2021.findings-emnlp.177/)**Soham Dan, Osbert Bastani, Dan Roth
855. **[Fine-grained Typing of Emerging Entities in Microblogs ↗](https://aclanthology.org/2021.findings-emnlp.399/)**Satoshi Akasaki, Naoki Yoshinaga, Masashi Toyoda
856. **[Graph-Based Decoding for Task Oriented Semantic Parsing ↗](https://aclanthology.org/2021.findings-emnlp.341/)**Jeremy Cole, Nanjiang Jiang, Panupong Pasupat et al.
857. **[Grouped-Attention for Content-Selection and Content-Plan Generation ↗](https://aclanthology.org/2021.findings-emnlp.166/)**Bayu Distiawan Trisedya, Xiaojie Wang, Jianzhong Qi et al.
858. **[HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations ↗](https://aclanthology.org/2021.findings-emnlp.418/)**Sabine Wehnert, Christian Scheel, Simona Szakács-Behling et al.
859. **[Implications of Using Internet Sting Corpora to Approximate Underage Victims ↗](https://aclanthology.org/2021.findings-acl.319/)**Tatiana Ringenberg, Kathryn Seigfried-Spellar, Julia Rayz
860. **[LV-BERT: Exploiting Layer Variety for BERT ↗](https://aclanthology.org/2021.findings-acl.2/)**Weihao Yu, Zihang Jiang, Fei Chen et al.
861. **[Learning Hard Retrieval Decoder Attention for Transformers ↗](https://aclanthology.org/2021.findings-emnlp.67/)**Hongfei Xu, Qiuhui Liu, Josef van Genabith et al.
862. **[Learning and Analyzing Generation Order for Undirected Sequence Models ↗](https://aclanthology.org/2021.findings-emnlp.298/)**Yichen Jiang, Mohit Bansal
863. **[Marked Attribute Bias in Natural Language Inference](https://md.research.elamur.ai/free/en/papers/dawkins-2021-marked-attribute-bias-natural-language/)**Hillary Dawkins*our summary*
864. **[Minimizing Annotation Effort via Max-Volume Spectral Sampling ↗](https://aclanthology.org/2021.findings-emnlp.246/)**Ariadna Quattoni, Xavier Carreras
865. **[Modeling the Unigram Distribution ↗](https://aclanthology.org/2021.findings-acl.326/)**Irene Nikkarinen, Tiago Pimentel, Damián Blasi et al.
866. **[More Parameters? No Thanks! ↗](https://aclanthology.org/2021.findings-acl.9/)**Zeeshan Khan, Kartheek Akella, Vinay Namboodiri et al.
867. **[NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions ↗](https://aclanthology.org/2021.findings-emnlp.337/)**Zhiyu Chen, Honglei Liu, Hu Xu et al.
868. **[Paths to Relation Extraction through Semantic Structure ↗](https://aclanthology.org/2021.findings-acl.231/)**Jonathan Yellin, Omri Abend
869. **[Perceptual Models of Machine-Edited Text ↗](https://aclanthology.org/2021.findings-acl.342/)**Elizabeth Merkhofer, Monica-Ann Mendoza, Rebecca Marvin et al.
870. **[Prediction or Comparison: Toward Interpretable Qualitative Reasoning ↗](https://aclanthology.org/2021.findings-acl.59/)**Mucheng Ren, Heyan Huang, Yang Gao
871. **[RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations ↗](https://aclanthology.org/2021.findings-acl.183/)**Pedro Colon-Hernandez, Yida Xin, Henry Lieberman et al.
872. **[Searching for More Efficient Dynamic Programs ↗](https://aclanthology.org/2021.findings-emnlp.322/)**Tim Vieira, Ryan Cotterell, Jason Eisner
873. **[Sequence-to-Lattice Models for Fast Translation ↗](https://aclanthology.org/2021.findings-emnlp.318/)**Yuntian Deng, Alexander Rush
874. **[Speculative Sampling in Variational Autoencoders for Dialogue Response Generation ↗](https://aclanthology.org/2021.findings-emnlp.407/)**Shoetsu Sato, Naoki Yoshinaga, Masashi Toyoda et al.
875. **[Structured Refinement for Sequential Labeling ↗](https://aclanthology.org/2021.findings-acl.164/)**Yiran Wang, Hiroyuki Shindo, Yuji Matsumoto et al.
876. **[Survival text regression for time-to-event prediction in conversations ↗](https://aclanthology.org/2021.findings-acl.104/)**Christine De Kock, Andreas Vlachos
877. **[Task-Oriented Clustering for Dialogues ↗](https://aclanthology.org/2021.findings-emnlp.368/)**Chenxu Lv, Hengtong Lu, Shuyu Lei et al.
878. **[Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks ↗](https://aclanthology.org/2021.findings-emnlp.163/)**Ruixuan Luo, Yi Zhang, Sishuo Chen et al.
879. **[UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings ↗](https://aclanthology.org/2021.findings-emnlp.156/)**Zhi Li, Yuchen Zhai, Chengyu Wang et al.
880. **[Understanding Feature Focus in Multitask Settings for Lexico-semantic Relation Identification ↗](https://aclanthology.org/2021.findings-acl.244/)**Houssam Akhmouch, Gaël Dias, Jose G. Moreno
881. **[Written Justifications are Key to Aggregate Crowdsourced Forecasts ↗](https://aclanthology.org/2021.findings-emnlp.355/)**Saketh Kotamraju, Eduardo Blanco

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