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# Findings of the Association for Computational Linguistics 2022: all accepted papers

1,132 papers · page 6 of 12 · the most cited first · [← Findings of the Association for Computational Linguistics 2022](https://md.research.elamur.ai/free/en/venues/findings/2022/)

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501. **[Towards Intelligent Clinically-Informed Language Analyses of People with Bipolar Disorder and Schizophrenia ↗](https://aclanthology.org/2022.findings-emnlp.208/)**Ankit Aich, Avery Quynh, Varsha Badal et al.*9 citations*
502. **[Towards Responsible Natural Language Annotation for the Varieties of Arabic ↗](https://aclanthology.org/2022.findings-acl.31/)**A. Bergman, Mona Diab*9 citations*
503. **[TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation ↗](https://aclanthology.org/2022.findings-emnlp.86/)**Xuanyu Zhang, Qing Yang, Dongliang Xu*9 citations*
504. **[Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation ↗](https://aclanthology.org/2022.findings-emnlp.167/)**Shoutao Guo, Shaolei Zhang, Yang Feng*9 citations*
505. **[What to Learn, and How: Toward Effective Learning from Rationales ↗](https://aclanthology.org/2022.findings-acl.86/)**Samuel Carton, Surya Kanoria, Chenhao Tan*9 citations*
506. **[You Truly Understand What I Need : Intellectual and Friendly Dialog Agents grounding Persona and Knowledge ↗](https://aclanthology.org/2022.findings-emnlp.75/)**Jungwoo Lim, Myunghoon Kang, Yuna Hur et al.*9 citations*
507. **[ZiNet: Linking Chinese Characters Spanning Three Thousand Years ↗](https://aclanthology.org/2022.findings-acl.242/)**Yang Chi, Fausto Giunchiglia, Daqian Shi et al.*9 citations*
508. **[A Few More Examples May Be Worth Billions of Parameters ↗](https://aclanthology.org/2022.findings-emnlp.72/)**Yuval Kirstain, Patrick Lewis, Sebastian Riedel et al.*8 citations*
509. **[A Neural-Symbolic Approach to Natural Language Understanding ↗](https://aclanthology.org/2022.findings-emnlp.158/)**Zhixuan Liu, Zihao Wang, Yuan Lin et al.*8 citations*
510. **[A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots ↗](https://aclanthology.org/2022.findings-acl.27/)**Sai Zhang, Yuwei Hu, Yuchuan Wu et al.*8 citations*
511. **[A Unified Framework for Pun Generation with Humor Principles ↗](https://aclanthology.org/2022.findings-emnlp.237/)**Yufei Tian, Divyanshu Sheth, Nanyun Peng*8 citations*
512. **[Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ↗](https://aclanthology.org/2022.findings-acl.291/)**Kevin Yang, Olivia Deng, Charles Chen et al.*8 citations*
513. **[AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning ↗](https://aclanthology.org/2022.findings-emnlp.170/)**Jiaxin Wen, Yeshuang Zhu, Jinchao Zhang et al.*8 citations*
514. **[CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection ↗](https://aclanthology.org/2022.findings-naacl.144/)**Souvic Chakraborty, Parag Dutta, Sumegh Roychowdhury et al.*8 citations*
515. **[Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach ↗](https://aclanthology.org/2022.findings-emnlp.449/)**Zejie Liu, Xiaoyu Hu, Deyu Zhou et al.*8 citations*
516. **[Conditional Supervised Contrastive Learning for Fair Text Classification ↗](https://aclanthology.org/2022.findings-emnlp.199/)**Jianfeng Chi, William Shand, Yaodong Yu et al.*8 citations*
517. **[Controlling Bias Exposure for Fair Interpretable Predictions ↗](https://aclanthology.org/2022.findings-emnlp.431/)**Zexue He, Yu Wang, Julian McAuley et al.*8 citations*
518. **[Conversation Disentanglement with Bi-Level Contrastive Learning ↗](https://aclanthology.org/2022.findings-emnlp.217/)**Chengyu Huang, Zheng Zhang, Hao Fei et al.*8 citations*
519. **[DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls ↗](https://aclanthology.org/2022.findings-emnlp.117/)**Yunxin Sang, Yang Bao*8 citations*
520. **[Discontinuous Constituency and BERT: A Case Study of Dutch ↗](https://aclanthology.org/2022.findings-acl.298/)**Konstantinos Kogkalidis, Gijs Wijnholds*8 citations*
521. **[Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model ↗](https://aclanthology.org/2022.findings-acl.73/)**Jiayi Wang, Rongzhou Bao, Zhuosheng Zhang et al.*8 citations*
522. **[Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts ↗](https://aclanthology.org/2022.findings-emnlp.189/)**Qinyuan Ye, Juan Zha, Xiang Ren*8 citations*
523. **[Event Transition Planning for Open-ended Text Generation ↗](https://aclanthology.org/2022.findings-acl.269/)**Qintong Li, Piji Li, Wei Bi et al.*8 citations*
524. **[Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation ↗](https://aclanthology.org/2022.findings-emnlp.176/)**Junru Lu, Xingwei Tan, Gabriele Pergola et al.*8 citations*
525. **[Explaining Classes through Stable Word Attributions ↗](https://aclanthology.org/2022.findings-acl.85/)**Samuel Rönnqvist, Aki-Juhani Kyröläinen, Amanda Myntti et al.*8 citations*
526. **[Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking ↗](https://aclanthology.org/2022.findings-acl.225/)**Yifei Li, Pratheeksha Nair, Kellin Pelrine et al.*8 citations*
527. **[Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup ↗](https://aclanthology.org/2022.findings-emnlp.255/)**Yordan Yordanov, Vid Kocijan, Thomas Lukasiewicz et al.*8 citations*
528. **[G3: Geolocation via Guidebook Grounding ↗](https://aclanthology.org/2022.findings-emnlp.430/)**Grace Luo, Giscard Biamby, Trevor Darrell et al.*8 citations*
529. **[Guiding Neural Story Generation with Reader Models ↗](https://aclanthology.org/2022.findings-emnlp.526/)**Xiangyu Peng, Kaige Xie, Amal Alabdulkarim et al.*8 citations*
530. **[Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions ↗](https://aclanthology.org/2022.findings-naacl.106/)**Kosuke Nishida, Kyosuke Nishida, Shuichi Nishioka*8 citations*
531. **[KPDROP: Improving Absent Keyphrase Generation ↗](https://aclanthology.org/2022.findings-emnlp.357/)**Jishnu Ray Chowdhury, Seo Yeon Park, Tuhin Kundu et al.*8 citations*
532. **[LM-CORE: Language Models with Contextually Relevant External Knowledge ↗](https://aclanthology.org/2022.findings-naacl.57/)**Jivat Kaur, Sumit Bhatia, Milan Aggarwal et al.*8 citations*
533. **[LPC: A Logits and Parameter Calibration Framework for Continual Learning ↗](https://aclanthology.org/2022.findings-emnlp.529/)**Xiaodi Li, Zhuoyi Wang, Dingcheng Li et al.*8 citations*
534. **[Label Refinement via Contrastive Learning for Distantly-Supervised Named Entity Recognition ↗](https://aclanthology.org/2022.findings-naacl.203/)**Huaiyuan Ying, Shengxuan Luo, Tiantian Dang et al.*8 citations*
535. **[Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription ↗](https://aclanthology.org/2022.findings-naacl.15/)**Nikolai Vogler, Jonathan Allen, Matthew Miller et al.*8 citations*
536. **[Language Models for Code-switch Detection of te reo Māori and English in a Low-resource Setting ↗](https://aclanthology.org/2022.findings-naacl.49/)**Jesin James, Vithya Yogarajan, Isabella Shields et al.*8 citations*
537. **[Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ↗](https://aclanthology.org/2022.findings-acl.119/)**Yong-Ho Jung, Jun-Hyung Park, Joon-Young Choi et al.*8 citations*
538. **[Leveraging Training Dynamics and Self-Training for Text Classification ↗](https://aclanthology.org/2022.findings-emnlp.350/)**Tiberiu Sosea, Cornelia Caragea*8 citations*
539. **[MBTI Personality Prediction for Fictional Characters Using Movie Scripts ↗](https://aclanthology.org/2022.findings-emnlp.500/)**Yisi Sang, Xiangyang Mou, Mo Yu et al.*8 citations*
540. **[Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models ↗](https://aclanthology.org/2022.findings-aacl.33/)**Syrielle Montariol, Arij Riabi, Djamé Seddah*8 citations*
541. **[NMTScore: A Multilingual Analysis of Translation-based Text Similarity Measures ↗](https://aclanthology.org/2022.findings-emnlp.15/)**Jannis Vamvas, Rico Sennrich*8 citations*
542. **[NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization ↗](https://aclanthology.org/2022.findings-emnlp.14/)**Chao Zhao, Faeze Brahman, Kaiqiang Song et al.*8 citations*
543. **[On the Impact of Temporal Concept Drift on Model Explanations ↗](https://aclanthology.org/2022.findings-emnlp.298/)**Zhixue Zhao, George Chrysostomou, Kalina Bontcheva et al.*8 citations*
544. **[Open-Domain Conversational Question Answering with Historical Answers ↗](https://aclanthology.org/2022.findings-aacl.30/)**Hung-Chieh Fang, Kuo-Han Hung, Chen-Wei Huang et al.*8 citations*
545. **[PerKGQA: Question Answering over Personalized Knowledge Graphs ↗](https://aclanthology.org/2022.findings-naacl.19/)**Ritam Dutt, Kasturi Bhattacharjee, Rashmi Gangadharaiah et al.*8 citations*
546. **[Post-Training Dialogue Summarization using Pseudo-Paraphrasing ↗](https://aclanthology.org/2022.findings-naacl.125/)**Qi Jia, Yizhu Liu, Haifeng Tang et al.*8 citations*
547. **[Probing BERT's priors with serial reproduction chains ↗](https://aclanthology.org/2022.findings-acl.314/)**Takateru Yamakoshi, Thomas Griffiths, Robert Hawkins*8 citations*
548. **[RL with KL penalties is better viewed as Bayesian inference ↗](https://aclanthology.org/2022.findings-emnlp.77/)**Tomasz Korbak, Ethan Perez, Christopher Buckley*8 citations*
549. **[Richer Countries and Richer Representations ↗](https://aclanthology.org/2022.findings-acl.164/)**Kaitlyn Zhou, Kawin Ethayarajh, Dan Jurafsky*8 citations*
550. **[RuCCoN: Clinical Concept Normalization in Russian ↗](https://aclanthology.org/2022.findings-acl.21/)**Alexandr Nesterov, Galina Zubkova, Zulfat Miftahutdinov et al.*8 citations*
551. **[Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation ↗](https://aclanthology.org/2022.findings-emnlp.9/)**Xiaonan Li, Daya Guo, Yeyun Gong et al.*8 citations*
552. **[Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks ↗](https://aclanthology.org/2022.findings-acl.148/)**Ashutosh Kumar, Aditya Joshi*8 citations*
553. **[To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning ↗](https://aclanthology.org/2022.findings-naacl.96/)**Yunjie Ji, Liangyu Chen, Chenxiao Dou et al.*8 citations*
554. **[Toward More Meaningful Resources for Lower-resourced Languages ↗](https://aclanthology.org/2022.findings-acl.44/)**Constantine Lignos, Nolan Holley, Chester Palen-Michel et al.*8 citations*
555. **[Towards Generalizable and Robust Text-to-SQL Parsing ↗](https://aclanthology.org/2022.findings-emnlp.155/)**Chang Gao, Bowen Li, Wenxuan Zhang et al.*8 citations*
556. **[Training Text-to-Text Transformers with Privacy Guarantees ↗](https://aclanthology.org/2022.findings-acl.171/)**Natalia Ponomareva, Jasmijn Bastings, Sergei Vassilvitskii*8 citations*
557. **[Unbiased Math Word Problems Benchmark for Mitigating Solving Bias ↗](https://aclanthology.org/2022.findings-naacl.104/)**Zhicheng Yang, Jinghui Qin, Jiaqi Chen et al.*8 citations*
558. **[Unsupervised Natural Language Inference Using PHL Triplet Generation ↗](https://aclanthology.org/2022.findings-acl.159/)**Neeraj Varshney, Pratyay Banerjee, Tejas Gokhale et al.*8 citations*
559. **[Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation ↗](https://aclanthology.org/2022.findings-emnlp.322/)**Chenze Shao, Zhengrui Ma, Yang Feng*8 citations*
560. **[m$^4$ Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter ↗](https://aclanthology.org/2022.findings-emnlp.315/)**Wen Lai, Alexandra Chronopoulou, Alexander Fraser*8 citations*
561. **[A Multi-Modal Knowledge Graph for Classical Chinese Poetry ↗](https://aclanthology.org/2022.findings-emnlp.171/)**Yuqing Li, Yuxin Zhang, Bin Wu et al.*7 citations*
562. **[A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model ↗](https://aclanthology.org/2022.findings-aacl.42/)**Guoxin Wang, Yijuan Lu, Lei Cui et al.*7 citations*
563. **[ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models ↗](https://aclanthology.org/2022.findings-emnlp.136/)**Jiannan Xiang, Zhengzhong Liu, Yucheng Zhou et al.*7 citations*
564. **[Adversarial Sample Generation for Aspect based Sentiment Classification ↗](https://aclanthology.org/2022.findings-aacl.44/)**Mamta, Asif Ekbal*7 citations*
565. **[Breaking Down Multilingual Machine Translation ↗](https://aclanthology.org/2022.findings-acl.218/)**Ting-Rui Chiang, Yi-Pei Chen, Yi-Ting Yeh et al.*7 citations*
566. **[Chaining Simultaneous Thoughts for Numerical Reasoning ↗](https://aclanthology.org/2022.findings-emnlp.187/)**Zhihong Shao, Fei Huang, Minlie Huang*7 citations*
567. **[Constructing Open Cloze Tests Using Generation and Discrimination Capabilities of Transformers ↗](https://aclanthology.org/2022.findings-acl.100/)**Mariano Felice, Shiva Taslimipoor, Paula Buttery*7 citations*
568. **[CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization ↗](https://aclanthology.org/2022.findings-emnlp.400/)**Hossein Rajaby Faghihi, Bashar Alhafni, Ke Zhang et al.*7 citations*
569. **[CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ↗](https://aclanthology.org/2022.findings-acl.319/)**Milan Gritta, Ruoyu Hu, Ignacio Iacobacci*7 citations*
570. **[Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ↗](https://aclanthology.org/2022.findings-acl.160/)**Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen*7 citations*
571. **[Detecting Narrative Elements in Informational Text ↗](https://aclanthology.org/2022.findings-naacl.133/)**Effi Levi, Guy Mor, Tamir Sheafer et al.*7 citations*
572. **[Disentangling Task Relations for Few-shot Text Classification via Self-Supervised Hierarchical Task Clustering ↗](https://aclanthology.org/2022.findings-emnlp.383/)**Juan Zha, Zheng Li, Ying Wei et al.*7 citations*
573. **[Distillation-Resistant Watermarking for Model Protection in NLP ↗](https://aclanthology.org/2022.findings-emnlp.370/)**Xuandong Zhao, Lei Li, Yu-Xiang Wang*7 citations*
574. **[Does BERT really agree ? Fine-grained Analysis of Lexical Dependence on a Syntactic Task ↗](https://aclanthology.org/2022.findings-acl.181/)**Karim Lasri, Alessandro Lenci, Thierry Poibeau*7 citations*
575. **[Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection ↗](https://aclanthology.org/2022.findings-acl.32/)**Tulika Bose, Nikolaos Aletras, Irina Illina et al.*7 citations*
576. **[EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English ↗](https://aclanthology.org/2022.findings-acl.221/)**Weicheng Ma, Samiha Datta, Lili Wang et al.*7 citations*
577. **[Enhancing Automatic Readability Assessment with Pre-training and Soft Labels for Ordinal Regression ↗](https://aclanthology.org/2022.findings-emnlp.334/)**Jinshan Zeng, Yudong Xie, Xianglong Yu et al.*7 citations*
578. **[Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems ↗](https://aclanthology.org/2022.findings-emnlp.537/)**Yoshitomo Matsubara, Luca Soldaini, Eric Lind et al.*7 citations*
579. **[Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts](https://md.research.elamur.ai/free/en/papers/le-2022-few-shot-anaphora-resolution-scientific/)**Nghia T. Le, Fan Bai, Alan Ritter*7 citations · our summary*
580. **[Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition ↗](https://aclanthology.org/2022.findings-emnlp.232/)**Zihan Wang, Kewen Zhao, Zilong Wang et al.*7 citations*
581. **[From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction ↗](https://aclanthology.org/2022.findings-emnlp.63/)**Xiuyu Wu, Yunfang Wu*7 citations*
582. **[HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea ↗](https://aclanthology.org/2022.findings-naacl.140/)**Haneul Yoo, Jiho Jin, Juhee Son et al.*7 citations*
583. **[How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. ↗](https://aclanthology.org/2022.findings-emnlp.143/)**Shanya Sharma, Manan Dey, Koustuv Sinha*7 citations*
584. **[Human Language Modeling ↗](https://aclanthology.org/2022.findings-acl.52/)**Nikita Soni, Matthew Matero, Niranjan Balasubramanian et al.*7 citations*
585. **[Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection ↗](https://aclanthology.org/2022.findings-emnlp.464/)**Chenglong Wang, Yi Lu, Yongyu Mu et al.*7 citations*
586. **[Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text ↗](https://aclanthology.org/2022.findings-naacl.34/)**Li Zhenzhen, Yuyang Zhang, Jian-Yun Nie et al.*7 citations*
587. **[Improving HowNet-Based Chinese Word Sense Disambiguation with Translations ↗](https://aclanthology.org/2022.findings-emnlp.331/)**Xiang Zhang, Bradley Hauer, Grzegorz Kondrak*7 citations*
588. **[Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking ↗](https://aclanthology.org/2022.findings-acl.305/)**Tianyi Luo, Rui Meng, Xin Wang et al.*7 citations*
589. **[LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework ↗](https://aclanthology.org/2022.findings-naacl.51/)**Mengjie Zhao, Fei Mi, Yasheng Wang et al.*7 citations*
590. **[Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models ↗](https://aclanthology.org/2022.findings-emnlp.121/)**Victor Bursztyn, David Demeter, Doug Downey et al.*7 citations*
591. **[Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition ↗](https://aclanthology.org/2022.findings-acl.154/)**Aaron Reich, Jiaao Chen, Aastha Agrawal et al.*7 citations*
592. **[LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners ↗](https://aclanthology.org/2022.findings-naacl.174/)**Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu et al.*7 citations*
593. **[Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context ↗](https://aclanthology.org/2022.findings-naacl.2/)**Daniel Spokoyny, Ivan Lee, Zhao Jin et al.*7 citations*
594. **[Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking ↗](https://aclanthology.org/2022.findings-naacl.76/)**Hwanhee Lee, Kang Min Yoo, Joonsuk Park et al.*7 citations*
595. **[Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models ↗](https://aclanthology.org/2022.findings-acl.137/)**Simran Arora, Sen Wu, Enci Liu et al.*7 citations*
596. **[Not Just Plain Text! Fuel Document-Level Relation Extraction with Explicit Syntax Refinement and Subsentence Modeling ↗](https://aclanthology.org/2022.findings-emnlp.140/)**Zhichao Duan, Xiuxing Li, Zhenyu Li et al.*7 citations*
597. **[Opening up Minds with Argumentative Dialogues ↗](https://aclanthology.org/2022.findings-emnlp.335/)**Youmna Farag, Charlotte Brand, Jacopo Amidei et al.*7 citations*
598. **[Opportunities for Human-centered Evaluation of Machine Translation Systems ↗](https://aclanthology.org/2022.findings-naacl.17/)**Daniel Liebling, Katherine Heller, Samantha Robertson et al.*7 citations*
599. **[PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text ↗](https://aclanthology.org/2022.findings-emnlp.446/)**Xianjun Yang, Ya Zhuo, Julia Zuo et al.*7 citations*
600. **[Probing the Role of Positional Information in Vision-Language Models ↗](https://aclanthology.org/2022.findings-naacl.77/)**Philipp J. Rösch, Jindřich Libovický*7 citations*

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