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

1,132 papers · page 10 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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901. **[“Diversity and Uncertainty in Moderation” are the Key to Data Selection for Multilingual Few-shot Transfer ↗](https://aclanthology.org/2022.findings-naacl.78/)**Shanu Kumar, Sandipan Dandapat, Monojit Choudhury*3 citations*
902. **[A Framework for Automatic Generation of Spoken Question-Answering Data ↗](https://aclanthology.org/2022.findings-emnlp.342/)**Merve Ünlü Menevşe, Yusufcan Manav, Ebru Arisoy et al.*2 citations*
903. **[A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning ↗](https://aclanthology.org/2022.findings-naacl.54/)**Yang Zhao, Hua Qin, Wang Zhenyu et al.*2 citations*
904. **[ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge ↗](https://aclanthology.org/2022.findings-emnlp.62/)**Tingting Liu, Chengyu Wang, Xiangru Zhu et al.*2 citations*
905. **[An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models ↗](https://aclanthology.org/2022.findings-naacl.69/)**Victor Steinborn, Philipp Dufter, Haris Jabbar et al.*2 citations*
906. **[Answer Quality Aware Aggregation for Extractive QA Crowdsourcing ↗](https://aclanthology.org/2022.findings-emnlp.457/)**Peide Zhu, Zhen Wang, Claudia Hauff et al.*2 citations*
907. **[Attention Mechanism with Energy-Friendly Operations ↗](https://aclanthology.org/2022.findings-acl.313/)**Yu Wan, Baosong Yang, Dayiheng Liu et al.*2 citations*
908. **[BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection ↗](https://aclanthology.org/2022.findings-emnlp.53/)**Hanyu Duan, Yi Yang, Ahmed Abbasi et al.*2 citations*
909. **[Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations ↗](https://aclanthology.org/2022.findings-emnlp.100/)**Julia El Zini, Mariette Awad*2 citations*
910. **[Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging ↗](https://aclanthology.org/2022.findings-acl.259/)**Houquan Zhou, Yang Li, Zhenghua Li et al.*2 citations*
911. **[Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation ↗](https://aclanthology.org/2022.findings-naacl.200/)**Huan Lin, Baosong Yang, Liang Yao et al.*2 citations*
912. **[Bridging the Training-Inference Gap for Dense Phrase Retrieval ↗](https://aclanthology.org/2022.findings-emnlp.272/)**Gyuwan Kim, Jinhyuk Lee, Barlas Oguz et al.*2 citations*
913. **[CHIA: CHoosing Instances to Annotate for Machine Translation ↗](https://aclanthology.org/2022.findings-emnlp.540/)**Rajat Bhatnagar, Ananya Ganesh, Katharina Kann*2 citations*
914. **[CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals ↗](https://aclanthology.org/2022.findings-acl.265/)**Scott Novotney, Sreeparna Mukherjee, Zeeshan Ahmed et al.*2 citations*
915. **[Can AMR Assist Legal and Logical Reasoning? ↗](https://aclanthology.org/2022.findings-emnlp.112/)**Nikolaus Schrack, Ruixiang Cui, Hugo López et al.*2 citations*
916. **[Capturing Topic Framing via Masked Language Modeling ↗](https://aclanthology.org/2022.findings-emnlp.507/)**Xiaobo Guo, Weicheng Ma, Soroush Vosoughi*2 citations*
917. **[CodeExp: Explanatory Code Document Generation ↗](https://aclanthology.org/2022.findings-emnlp.174/)**Haotian Cui, Chenglong Wang, Junjie Huang et al.*2 citations*
918. **[Combinatory Grammar Tells Underlying Relevance among Entities ↗](https://aclanthology.org/2022.findings-emnlp.424/)**Yuanhe Tian, Yan Song*2 citations*
919. **[Con-NAT: Contrastive Non-autoregressive Neural Machine Translation ↗](https://aclanthology.org/2022.findings-emnlp.463/)**Hao Cheng, Zhihua Zhang*2 citations*
920. **[Contextualizing Language Models for Norms Diverging from Social Majority ↗](https://aclanthology.org/2022.findings-emnlp.339/)**Niklas Kiehne, Hermann Kroll, Wolf-Tilo Balke*2 citations*
921. **[Controlling the Focus of Pretrained Language Generation Models ↗](https://aclanthology.org/2022.findings-acl.260/)**Jiabao Ji, Yoon Kim, James Glass et al.*2 citations*
922. **[Cross-lingual Text-to-SQL Semantic Parsing with Representation Mixup ↗](https://aclanthology.org/2022.findings-emnlp.388/)**Peng Shi, Linfeng Song, Lifeng Jin et al.*2 citations*
923. **[Dependency Position Encoding for Relation Extraction ↗](https://aclanthology.org/2022.findings-naacl.120/)**Qiushi Guo, Xin Wang, Dehong Gao*2 citations*
924. **[Detecting Languages Unintelligible to Multilingual Models through Local Structure Probes ↗](https://aclanthology.org/2022.findings-emnlp.393/)**Louis Clouatre, Prasanna Parthasarathi, Amal Zouaq et al.*2 citations*
925. **[Detecting Various Types of Noise for Neural Machine Translation ↗](https://aclanthology.org/2022.findings-acl.200/)**Christian Herold, Jan Rosendahl, Joris Vanvinckenroye et al.*2 citations*
926. **[Don't Just Clean It, Proxy Clean It: Mitigating Bias by Proxy in Pre-Trained Models ↗](https://aclanthology.org/2022.findings-emnlp.372/)**Swetasudha Panda, Ari Kobren, Michael Wick et al.*2 citations*
927. **[Early Guessing for Dialect Identification ↗](https://aclanthology.org/2022.findings-emnlp.479/)**Vani Kanjirangat, Tanja Samardzic, Fabio Rinaldi et al.*2 citations*
928. **[Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT ↗](https://aclanthology.org/2022.findings-naacl.66/)**Christos Papadopoulos, Yannis Panagakis, Manolis Koubarakis et al.*2 citations*
929. **[Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory ↗](https://aclanthology.org/2022.findings-emnlp.475/)**Zhiliang Tian, Yinliang Wang, Yiping Song et al.*2 citations*
930. **[Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering ↗](https://aclanthology.org/2022.findings-naacl.138/)**Jeonghwan Kim, Junmo Kang, Kyung-min Kim et al.*2 citations*
931. **[From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory ↗](https://aclanthology.org/2022.findings-naacl.30/)**Jaron Mar, Jiamou Liu*2 citations*
932. **[From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models ↗](https://aclanthology.org/2022.findings-emnlp.477/)**Lei Li, Yankai Lin, Xuancheng Ren et al.*2 citations*
933. **[Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems ↗](https://aclanthology.org/2022.findings-emnlp.345/)**Wang Zhu, Jesse Thomason, Robin Jia*2 citations*
934. **[Generating Textual Adversaries with Minimal Perturbation ↗](https://aclanthology.org/2022.findings-emnlp.337/)**Xingyi Zhao, Lu Zhang, Depeng Xu et al.*2 citations*
935. **[Getting the Most out of Simile Recognition ↗](https://aclanthology.org/2022.findings-emnlp.236/)**Xiaoyue Wang, Linfeng Song, Xin Liu et al.*2 citations*
936. **[Harmless Transfer Learning for Item Embeddings ↗](https://aclanthology.org/2022.findings-naacl.38/)**Chengyue Gong, Xiaocong Du, Dhruv Choudhary et al.*2 citations*
937. **[Hierarchical Inductive Transfer for Continual Dialogue Learning ↗](https://aclanthology.org/2022.findings-acl.57/)**Shaoxiong Feng, Xuancheng Ren, Kan Li et al.*2 citations*
938. **[How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ↗](https://aclanthology.org/2022.findings-acl.243/)**Hailong Jin, Tiansi Dong, Lei Hou et al.*2 citations*
939. **[How to Stop an Avalanche? JoDeM: Joint Decision Making through Compare and Contrast for Dialog State Tracking ↗](https://aclanthology.org/2022.findings-emnlp.521/)**Haoming Wang, Wang Xin*2 citations*
940. **[How to Translate Your Samples and Choose Your Shots? Analyzing Translate-train & Few-shot Cross-lingual Transfer ↗](https://aclanthology.org/2022.findings-naacl.11/)**Iman Jundi, Gabriella Lapesa*2 citations*
941. **[Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary Tasks ↗](https://aclanthology.org/2022.findings-naacl.87/)**Şaziye Betül Özateş, Arzucan Özgür, Tunga Gungor et al.*2 citations*
942. **[Improving English-Arabic Transliteration with Phonemic Memories ↗](https://aclanthology.org/2022.findings-emnlp.238/)**Yuanhe Tian, Renze Lou, Xiangyu Pang et al.*2 citations*
943. **[Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics ↗](https://aclanthology.org/2022.findings-acl.14/)**Jiannan Xiang, Huayang Li, Yahui Liu et al.*2 citations*
944. **[It's Better to Teach Fishing than Giving a Fish: An Auto-Augmented Structure-aware Generative Model for Metaphor Detection ↗](https://aclanthology.org/2022.findings-emnlp.46/)**Huawen Feng, Qianli Ma*2 citations*
945. **[Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition ↗](https://aclanthology.org/2022.findings-emnlp.419/)**Suyoun Kim, Ke Li, Lucas Kabela et al.*2 citations*
946. **[LEATHER: A Framework for Learning to Generate Human-like Text in Dialogue ↗](https://aclanthology.org/2022.findings-aacl.4/)**Anthony Sicilia, Malihe Alikhani*2 citations*
947. **[Latent Group Dropout for Multilingual and Multidomain Machine Translation ↗](https://aclanthology.org/2022.findings-naacl.189/)**Minh-Quang Pham, François Yvon, Josep Crego*2 citations*
948. **[Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task ↗](https://aclanthology.org/2022.findings-emnlp.436/)**Shailaja Keyur Sampat, Pratyay Banerjee, Yezhou Yang et al.*2 citations*
949. **[Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ↗](https://aclanthology.org/2022.findings-acl.74/)**Zihan Wang, Jiuxiang Gu, Jason Kuen et al.*2 citations*
950. **[Learning From the Source Document: Unsupervised Abstractive Summarization ↗](https://aclanthology.org/2022.findings-emnlp.309/)**Haojie Zhuang, Wei Emma Zhang, Jian Yang et al.*2 citations*
951. **[Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation ↗](https://aclanthology.org/2022.findings-emnlp.225/)**Lingzhi Wang, Xingshan Zeng, Kam-Fai Wong*2 citations*
952. **[Learning from Bootstrapping and Stepwise Reinforcement Reward: A Semi-Supervised Framework for Text Style Transfer ↗](https://aclanthology.org/2022.findings-naacl.201/)**Zhengyuan Liu, Nancy Chen*2 citations*
953. **[Leveraging Data Recasting to Enhance Tabular Reasoning ↗](https://aclanthology.org/2022.findings-emnlp.328/)**Aashna Jena, Vivek Gupta, Manish Shrivastava et al.*2 citations*
954. **[LogicNMR: Probing the Non-monotonic Reasoning Ability of Pre-trained Language Models ↗](https://aclanthology.org/2022.findings-emnlp.265/)**Yeliang Xiu, Zhanhao Xiao, Yongmei Liu*2 citations*
955. **[McPhraSy: Multi-Context Phrase Similarity and Clustering ↗](https://aclanthology.org/2022.findings-emnlp.259/)**Amir DN Cohen, Hila Gonen, Ori Shapira et al.*2 citations*
956. **[Minimally-Supervised Relation Induction from Pre-trained Language Model ↗](https://aclanthology.org/2022.findings-naacl.135/)**Lu Sun, Yongliang Shen, Weiming Lu*2 citations*
957. **[Mitigating Covertly Unsafe Text within Natural Language Systems ↗](https://aclanthology.org/2022.findings-emnlp.211/)**Alex Mei, Anisha Kabir, Sharon Levy et al.*2 citations*
958. **[Mitigating the Inconsistency Between Word Saliency and Model Confidence with Pathological Contrastive Training ↗](https://aclanthology.org/2022.findings-acl.175/)**Pengwei Zhan, Yang Wu, Shaolei Zhou et al.*2 citations*
959. **[Modeling Context With Linear Attention for Scalable Document-Level Translation ↗](https://aclanthology.org/2022.findings-emnlp.515/)**Zhaofeng Wu, Hao Peng, Nikolaos Pappas et al.*2 citations*
960. **[Modular Domain Adaptation ↗](https://aclanthology.org/2022.findings-acl.288/)**Junshen Chen, Dallas Card, Dan Jurafsky*2 citations*
961. **[Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ↗](https://aclanthology.org/2022.findings-acl.7/)**ZeFeng Cai, Linlin Wang, Gerard de Melo et al.*2 citations*
962. **[On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization ↗](https://aclanthology.org/2022.findings-emnlp.194/)**Shruti Palaskar, Akshita Bhagia, Yonatan Bisk et al.*2 citations*
963. **[PaCo: Preconditions Attributed to Commonsense Knowledge ↗](https://aclanthology.org/2022.findings-emnlp.505/)**Ehsan Qasemi, Filip Ilievski, Muhao Chen et al.*2 citations*
964. **[Part Represents Whole: Improving the Evaluation of Machine Translation System Using Entropy Enhanced Metrics ↗](https://aclanthology.org/2022.findings-aacl.28/)**Yilun Liu, Shimin Tao, Chang Su et al.*2 citations*
965. **[Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training ↗](https://aclanthology.org/2022.findings-emnlp.443/)**Ashish Mittal, Durga Sivasubramanian, Rishabh Iyer et al.*2 citations*
966. **[Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation ↗](https://aclanthology.org/2022.findings-naacl.108/)**Junwei Yang, Zequn Liu, Ming Zhang et al.*2 citations*
967. **[Penn-Helsinki Parsed Corpus of Early Modern English: First Parsing Results and Analysis](https://md.research.elamur.ai/free/en/papers/kulick-2022-penn-helsinki-parsed-corpus-early/)**Seth Kulick, Neville Ryant, Beatrice Santorini*2 citations · our summary*
968. **[Platt-Bin: Efficient Posterior Calibrated Training for NLP Classifiers ↗](https://aclanthology.org/2022.findings-acl.290/)**Rishabh Singh, Shirin Goshtasbpour*2 citations*
969. **[Probing Relational Knowledge in Language Models via Word Analogies ↗](https://aclanthology.org/2022.findings-emnlp.289/)**Kiamehr Rezaee, Jose Camacho-Collados*2 citations*
970. **[Progressive Sentiment Analysis for Code-Switched Text Data ↗](https://aclanthology.org/2022.findings-emnlp.82/)**Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang*2 citations*
971. **[Realistic Data Augmentation Framework for Enhancing Tabular Reasoning ↗](https://aclanthology.org/2022.findings-emnlp.324/)**Dibyakanti Kumar, Vivek Gupta, Soumya Sharma et al.*2 citations*
972. **[Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation ↗](https://aclanthology.org/2022.findings-emnlp.470/)**Jinyi Hu, Xiaoyuan Yi, Wenhao Li et al.*2 citations*
973. **[Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ↗](https://aclanthology.org/2022.findings-acl.152/)**Chen Zheng, Parisa Kordjamshidi*2 citations*
974. **[Revisiting the Effects of Leakage on Dependency Parsing ↗](https://aclanthology.org/2022.findings-acl.230/)**Nathaniel Krasner, Miriam Wanner, Antonios Anastasopoulos*2 citations*
975. **[Semantic Role Labeling Meets Definition Modeling: Using Natural Language to Describe Predicate-Argument Structures ↗](https://aclanthology.org/2022.findings-emnlp.313/)**Simone Conia, Edoardo Barba, Alessandro Scirè et al.*2 citations*
976. **[Semi-Supervised Lifelong Language Learning ↗](https://aclanthology.org/2022.findings-emnlp.290/)**Yingxiu Zhao, Yinhe Zheng, Bowen Yu et al.*2 citations*
977. **[Sharpness-Aware Minimization with Dynamic Reweighting ↗](https://aclanthology.org/2022.findings-emnlp.417/)**Wenxuan Zhou, Fangyu Liu, Huan Zhang et al.*2 citations*
978. **[Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation ↗](https://aclanthology.org/2022.findings-acl.199/)**Sho Takase, Tatsuya Hiraoka, Naoaki Okazaki*2 citations*
979. **[Subword-Delimited Downsampling for Better Character-Level Translation ↗](https://aclanthology.org/2022.findings-emnlp.69/)**Lukas Edman, Antonio Toral, Gertjan van Noord*2 citations*
980. **[Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ↗](https://aclanthology.org/2022.findings-acl.227/)**Osama Khalid, Jonathan Rusert, Padmini Srinivasan*2 citations*
981. **[TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization ↗](https://aclanthology.org/2022.findings-naacl.198/)**Ze Yang, Christian Wang, Zhoujin Tian et al.*2 citations*
982. **[TEAM: A multitask learning based Taxonomy Expansion approach for Attach and Merge ↗](https://aclanthology.org/2022.findings-naacl.28/)**Bornali Phukon, Anasua Mitra, Ranbir Sanasam et al.*2 citations*
983. **[The Case for a Single Model that can Both Generate Continuations and Fill-in-the-Blank ↗](https://aclanthology.org/2022.findings-naacl.185/)**Daphne Ippolito, Liam Dugan, Emily Reif et al.*2 citations*
984. **[Think Beyond Words: Exploring Context-Relevant Visual Commonsense for Diverse Dialogue Generation ↗](https://aclanthology.org/2022.findings-emnlp.226/)**Yiting Liu, Liang Li, Beichen Zhang et al.*2 citations*
985. **[TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition ↗](https://aclanthology.org/2022.findings-emnlp.52/)**Yichun Zhao, Jintao Du, Gongshen Liu et al.*2 citations*
986. **[What Has Been Enhanced in my Knowledge-Enhanced Language Model? ↗](https://aclanthology.org/2022.findings-emnlp.102/)**Yifan Hou, Guoji Fu, Mrinmaya Sachan*2 citations*
987. **[What Works and Doesn't Work, A Deep Decoder for Neural Machine Translation ↗](https://aclanthology.org/2022.findings-acl.39/)**Zuchao Li, Yiran Wang, Masao Utiyama et al.*2 citations*
988. **[White-box Testing of NLP models with Mask Neuron Coverage ↗](https://aclanthology.org/2022.findings-naacl.116/)**Arshdeep Sekhon, Yangfeng Ji, Matthew Dwyer et al.*2 citations*
989. **[uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation ↗](https://aclanthology.org/2022.findings-acl.223/)**Tisha Anders, Alexandru Coca, Bill Byrne*2 citations*
990. **[An Item Response Theory Framework for Persuasion ↗](https://aclanthology.org/2022.findings-naacl.7/)**Anastassia Kornilova, Vladimir Eidelman, Daniel Douglass*1 citation*
991. **[Analyzing the Limits of Self-Supervision in Handling Bias in Language ↗](https://aclanthology.org/2022.findings-emnlp.545/)**Lisa Bauer, Karthik Gopalakrishnan, Spandana Gella et al.*1 citation*
992. **[Baked-in State Probing ↗](https://aclanthology.org/2022.findings-emnlp.397/)**Shubham Toshniwal, Sam Wiseman, Karen Livescu et al.*1 citation*
993. **[BeamR: Beam Reweighing with Attribute Discriminators for Controllable Text Generation ↗](https://aclanthology.org/2022.findings-aacl.40/)**David Landsman, Jerry Zikun Chen, Hussain Zaidi*1 citation*
994. **[Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings ↗](https://aclanthology.org/2022.findings-emnlp.81/)**Jian Zhu, Zuoyu Tian, Yadong Liu et al.*1 citation*
995. **[CANarEx: Contextually Aware Narrative Extraction for Semantically Rich Text-as-data Applications ↗](https://aclanthology.org/2022.findings-emnlp.260/)**Nandini Anantharama, Simon Angus, Lachlan O'Neill*1 citation*
996. **[Co-training an Unsupervised Constituency Parser with Weak Supervision ↗](https://aclanthology.org/2022.findings-acl.101/)**Nickil Maveli, Shay B. Cohen*1 citation*
997. **[Conceptual Similarity for Subjective Tags ↗](https://aclanthology.org/2022.findings-aacl.5/)**Yacine Gaci, Boualem Benatallah, Fabio Casati et al.*1 citation*
998. **[Consecutive Question Generation via Dynamic Multitask Learning ↗](https://aclanthology.org/2022.findings-emnlp.493/)**Yunji Li, Sujian Li, Xing Shi*1 citation*
999. **[Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling ↗](https://aclanthology.org/2022.findings-emnlp.251/)**Junda Wu, Rui Wang, Tong Yu et al.*1 citation*
1000. **[Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation ↗](https://aclanthology.org/2022.findings-naacl.179/)**Zhijing Wu, Hua Xu, Jingliang Fang et al.*1 citation*

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