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

1,132 papers · page 7 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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601. **[Quadapter: Adapter for GPT-2 Quantization ↗](https://aclanthology.org/2022.findings-emnlp.185/)**Minseop Park, Jaeseong You, Markus Nagel et al.*7 citations*
602. **[Representation Learning for Resource-Constrained Keyphrase Generation ↗](https://aclanthology.org/2022.findings-emnlp.49/)**Di Wu, Wasi Ahmad, Sunipa Dev et al.*7 citations*
603. **[RoViST: Learning Robust Metrics for Visual Storytelling ↗](https://aclanthology.org/2022.findings-naacl.206/)**Eileen Wang, Caren Han, Josiah Poon*7 citations*
604. **[Sarcasm Detection is Way Too Easy! An Empirical Comparison of Human and Machine Sarcasm Detection](https://md.research.elamur.ai/free/en/papers/farha-2022-sarcasm-detection-is-way-too/)**Ibrahim Abu Farha, Steven Wilson, Silviu Oprea et al.*7 citations · our summary*
605. **[Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis ↗](https://aclanthology.org/2022.findings-emnlp.375/)**Iek-Heng Chu, Ziyi Chen, Xinlu Yu et al.*7 citations*
606. **[Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net ↗](https://aclanthology.org/2022.findings-naacl.163/)**Xin Sheng, Linli Xu, Yinlong Xu et al.*7 citations*
607. **[SepLL: Separating Latent Class Labels from Weak Supervision Noise ↗](https://aclanthology.org/2022.findings-emnlp.288/)**Andreas Stephan, Vasiliki Kougia, Benjamin Roth*7 citations*
608. **[Sparse Mixers: Combining MoE and Mixing to build a more efficient BERT ↗](https://aclanthology.org/2022.findings-emnlp.5/)**James Lee-Thorp, Joshua Ainslie*7 citations*
609. **[Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective ↗](https://aclanthology.org/2022.findings-acl.185/)**Edoardo Manino, Julia Rozanova, Danilo Carvalho et al.*7 citations*
610. **[Textual Enhanced Contrastive Learning for Solving Math Word Problems ↗](https://aclanthology.org/2022.findings-emnlp.316/)**Yibin Shen, Qianying Liu, Zhuoyuan Mao et al.*7 citations*
611. **[The Curious Case of Absolute Position Embeddings ↗](https://aclanthology.org/2022.findings-emnlp.326/)**Koustuv Sinha, Amirhossein Kazemnejad, Siva Reddy et al.*7 citations*
612. **[Towards Intention Understanding in Suicidal Risk Assessment with Natural Language Processing ↗](https://aclanthology.org/2022.findings-emnlp.297/)**Shaoxiong Ji*7 citations*
613. **[Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts ↗](https://aclanthology.org/2022.findings-emnlp.445/)**Arshiya Aggarwal, Jiao Sun, Nanyun Peng*7 citations*
614. **[Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction ↗](https://aclanthology.org/2022.findings-acl.28/)**Lingbo Mo, Ashley Lewis, Huan Sun et al.*7 citations*
615. **[VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding ↗](https://aclanthology.org/2022.findings-emnlp.468/)**Dou Hu, Xiaolong Hou, Xiyang Du et al.*7 citations*
616. **[What Do Compressed Multilingual Machine Translation Models Forget? ↗](https://aclanthology.org/2022.findings-emnlp.317/)**Alireza Mohammadshahi, Vassilina Nikoulina, Alexandre Berard et al.*7 citations*
617. **[When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation ↗](https://aclanthology.org/2022.findings-acl.84/)**Ehsan Kamalloo, Mehdi Rezagholizadeh, Ali Ghodsi*7 citations*
618. **[A Hierarchical N-Gram Framework for Zero-Shot Link Prediction ↗](https://aclanthology.org/2022.findings-emnlp.184/)**Mingchen Li, Junfan Chen, Samuel Mensah et al.*6 citations*
619. **[Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning ↗](https://aclanthology.org/2022.findings-emnlp.168/)**Qian Li, Shafiq Joty, Daling Wang et al.*6 citations*
620. **[Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU ↗](https://aclanthology.org/2022.findings-naacl.64/)**Jin Cao, Chandana Satya Prakash, Wael Hamza*6 citations*
621. **[Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer ↗](https://aclanthology.org/2022.findings-acl.320/)**Nikolai Ilinykh, Simon Dobnik*6 citations*
622. **[Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play ↗](https://aclanthology.org/2022.findings-emnlp.411/)**Qi Liu, Zihuiwen Ye, Tao Yu et al.*6 citations*
623. **[Automatic Song Translation for Tonal Languages ↗](https://aclanthology.org/2022.findings-acl.60/)**Fenfei Guo, Chen Zhang, Zhirui Zhang et al.*6 citations*
624. **[Beyond Additive Fusion: Learning Non-Additive Multimodal Interactions ↗](https://aclanthology.org/2022.findings-emnlp.344/)**Torsten Wörtwein, Lisa Sheeber, Nicholas Allen et al.*6 citations*
625. **[CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering ↗](https://aclanthology.org/2022.findings-naacl.165/)**Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit et al.*6 citations*
626. **[CONSISTENT: Open-Ended Question Generation From News Articles ↗](https://aclanthology.org/2022.findings-emnlp.517/)**Tuhin Chakrabarty, Justin Lewis, Smaranda Muresan*6 citations*
627. **[Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes ↗](https://aclanthology.org/2022.findings-emnlp.209/)**Kaige Xie, Sarah Wiegreffe, Mark Riedl*6 citations*
628. **[Calibration of Machine Reading Systems at Scale ↗](https://aclanthology.org/2022.findings-acl.133/)**Shehzaad Dhuliawala, Leonard Adolphs, Rajarshi Das et al.*6 citations*
629. **[Capturing Conversational Interaction for Question Answering via Global History Reasoning ↗](https://aclanthology.org/2022.findings-naacl.159/)**Jin Qian, Bowei Zou, Mengxing Dong et al.*6 citations*
630. **[Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis ↗](https://aclanthology.org/2022.findings-acl.43/)**Kenan Alkiek, Bohan Zhang, David Jurgens*6 citations*
631. **[CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ↗](https://aclanthology.org/2022.findings-acl.93/)**Changlong Yu, Hongming Zhang, Yangqiu Song et al.*6 citations*
632. **[Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ↗](https://aclanthology.org/2022.findings-acl.54/)**Shuxian Zou, Shaonan Wang, Jiajun Zhang et al.*6 citations*
633. **[Cross-lingual Inference with A Chinese Entailment Graph ↗](https://aclanthology.org/2022.findings-acl.96/)**Tianyi Li, Sabine Weber, Mohammad Javad Hosseini et al.*6 citations*
634. **[Dangling-Aware Entity Alignment with Mixed High-Order Proximities ↗](https://aclanthology.org/2022.findings-naacl.88/)**Juncheng Liu, Zequn Sun, Bryan Hooi et al.*6 citations*
635. **[Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ↗](https://aclanthology.org/2022.findings-acl.8/)**Jie Zhou, Le Tian, Houjin Yu et al.*6 citations*
636. **[ER-Test: Evaluating Explanation Regularization Methods for Language Models ↗](https://aclanthology.org/2022.findings-emnlp.242/)**Brihi Joshi, Aaron Chan, Ziyi Liu et al.*6 citations*
637. **[Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble ↗](https://aclanthology.org/2022.findings-emnlp.55/)**Hyunsoo Cho, Choonghyun Park, Jaewook Kang et al.*6 citations*
638. **[ExpertPLM: Pre-training Expert Representation for Expert Finding ↗](https://aclanthology.org/2022.findings-emnlp.74/)**Qiyao Peng, Hongtao Liu*6 citations*
639. **[Exploring The Landscape of Distributional Robustness for Question Answering Models ↗](https://aclanthology.org/2022.findings-emnlp.441/)**Anas Awadalla, Mitchell Wortsman, Gabriel Ilharco et al.*6 citations*
640. **[Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical Errors ↗](https://aclanthology.org/2022.findings-acl.324/)**Ryo Nagata, Manabu Kimura, Kazuaki Hanawa*6 citations*
641. **[Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding ↗](https://aclanthology.org/2022.findings-emnlp.399/)**Haoxuan You, Rui Sun, Zhecan Wang et al.*6 citations*
642. **[Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks ↗](https://aclanthology.org/2022.findings-emnlp.378/)**Vikas Raunak, Arul Menezes*6 citations*
643. **[Finding the Dominant Winning Ticket in Pre-Trained Language Models ↗](https://aclanthology.org/2022.findings-acl.115/)**Zhuocheng Gong, Di He, Yelong Shen et al.*6 citations*
644. **[GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction ↗](https://aclanthology.org/2022.findings-naacl.128/)**Yiwei Wang, Muhao Chen, Wenxuan Zhou et al.*6 citations*
645. **[Improve Interpretability of Neural Networks via Sparse Contrastive Coding ↗](https://aclanthology.org/2022.findings-emnlp.32/)**Junhong Liu, Yijie Lin, Liang Jiang et al.*6 citations*
646. **[Improving Bilingual Lexicon Induction with Cross-Encoder Reranking ↗](https://aclanthology.org/2022.findings-emnlp.302/)**Yaoyiran Li, Fangyu Liu, Ivan Vulić et al.*6 citations*
647. **[Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging ↗](https://aclanthology.org/2022.findings-emnlp.363/)**Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh et al.*6 citations*
648. **[Improving Neural Political Statement Classification with Class Hierarchical Information ↗](https://aclanthology.org/2022.findings-acl.186/)**Erenay Dayanik, Andre Blessing, Nico Blokker et al.*6 citations*
649. **[Instilling Type Knowledge in Language Models via Multi-Task QA ↗](https://aclanthology.org/2022.findings-naacl.45/)**Shuyang Li, Mukund Sridhar, Chandana Satya Prakash et al.*6 citations*
650. **[Joint Multilingual Knowledge Graph Completion and Alignment ↗](https://aclanthology.org/2022.findings-emnlp.341/)**Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh et al.*6 citations*
651. **[Knowledge-augmented Self-training of A Question Rewriter for Conversational Knowledge Base Question Answering ↗](https://aclanthology.org/2022.findings-emnlp.133/)**Xirui Ke, Jing Zhang, Xin Lv et al.*6 citations*
652. **[Language Models Are Poor Learners of Directional Inference ↗](https://aclanthology.org/2022.findings-emnlp.64/)**Tianyi Li, Mohammad Javad Hosseini, Sabine Weber et al.*6 citations*
653. **[Learning Bias-reduced Word Embeddings Using Dictionary Definitions ↗](https://aclanthology.org/2022.findings-acl.90/)**Haozhe An, Xiaojiang Liu, Donald Zhang*6 citations*
654. **[Learning Cooperative Interactions for Multi-Overlap Aspect Sentiment Triplet Extraction ↗](https://aclanthology.org/2022.findings-emnlp.243/)**Shiman Zhao, Wei Chen, Tengjiao Wang*6 citations*
655. **[Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph ↗](https://aclanthology.org/2022.findings-acl.129/)**Yubo Chen, Yunqi Zhang, Yongfeng Huang*6 citations*
656. **[Learning Structural Information for Syntax-Controlled Paraphrase Generation ↗](https://aclanthology.org/2022.findings-naacl.160/)**Erguang Yang, Chenglin Bai, Deyi Xiong et al.*6 citations*
657. **[Learning to Describe Solutions for Bug Reports Based on Developer Discussions ↗](https://aclanthology.org/2022.findings-acl.231/)**Sheena Panthaplackel, Junyi Jessy Li, Milos Gligoric et al.*6 citations*
658. **[Learning to Embed Multi-Modal Contexts for Situated Conversational Agents ↗](https://aclanthology.org/2022.findings-naacl.61/)**Haeju Lee, Oh Joon Kwon, Yunseon Choi et al.*6 citations*
659. **[Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios ↗](https://aclanthology.org/2022.findings-emnlp.425/)**Zhuohao Chen, Nikolaos Flemotomos, Zac Imel et al.*6 citations*
660. **[Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback ↗](https://aclanthology.org/2022.findings-naacl.147/)**Duy-Hung Nguyen, Nguyen Viet Dung Nghiem, Bao-Sinh Nguyen et al.*6 citations*
661. **[Measuring and Improving Semantic Diversity of Dialogue Generation ↗](https://aclanthology.org/2022.findings-emnlp.66/)**Seungju Han, Beomsu Kim, Buru Chang*6 citations*
662. **[Meta-X$_NLG$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation ↗](https://aclanthology.org/2022.findings-acl.24/)**Kaushal Kumar Maurya, Maunendra Desarkar*6 citations*
663. **[Multilingual Multimodal Learning with Machine Translated Text ↗](https://aclanthology.org/2022.findings-emnlp.308/)**Chen Qiu, Dan Oneață, Emanuele Bugliarello et al.*6 citations*
664. **[N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking ↗](https://aclanthology.org/2022.findings-acl.131/)**Taha Aksu, Zhengyuan Liu, Min-Yen Kan et al.*6 citations*
665. **[Probing for Incremental Parse States in Autoregressive Language Models ↗](https://aclanthology.org/2022.findings-emnlp.203/)**Tiwalayo Eisape, Vineet Gangireddy, Roger Levy et al.*6 citations*
666. **[Selecting Stickers in Open-Domain Dialogue through Multitask Learning ↗](https://aclanthology.org/2022.findings-acl.241/)**Zhexin Zhang, Yeshuang Zhu, Zhengcong Fei et al.*6 citations*
667. **[Sememe Prediction for BabelNet Synsets using Multilingual and Multimodal Information ↗](https://aclanthology.org/2022.findings-acl.15/)**Fanchao Qi, Chuancheng Lv, Zhiyuan Liu et al.*6 citations*
668. **[Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue ↗](https://aclanthology.org/2022.findings-acl.325/)**Alexios Gidiotis, Grigorios Tsoumakas*6 citations*
669. **[Structural Supervision for Word Alignment and Machine Translation ↗](https://aclanthology.org/2022.findings-acl.322/)**Lei Li, Kai Fan, Hongjia Li et al.*6 citations*
670. **[TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ↗](https://aclanthology.org/2022.findings-acl.169/)**Megan Leszczynski, Daniel Fu, Mayee Chen et al.*6 citations*
671. **[TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering ↗](https://aclanthology.org/2022.findings-emnlp.68/)**Yueqing Sun, Yu Zhang, Le Qi et al.*6 citations*
672. **[Thai Nested Named Entity Recognition Corpus ↗](https://aclanthology.org/2022.findings-acl.116/)**Weerayut Buaphet, Can Udomcharoenchaikit, Peerat Limkonchotiwat et al.*6 citations*
673. **[To be or not to be an Integer? Encoding Variables for Mathematical Text ↗](https://aclanthology.org/2022.findings-acl.76/)**Deborah Ferreira, Mokanarangan Thayaparan, Marco Valentino et al.*6 citations*
674. **[Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models ↗](https://aclanthology.org/2022.findings-emnlp.396/)**Siddhant Arora, Siddharth Dalmia, Brian Yan et al.*6 citations*
675. **[Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access ↗](https://aclanthology.org/2022.findings-emnlp.533/)**Yue Feng, Gerasimos Lampouras, Ignacio Iacobacci*6 citations*
676. **[Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty ↗](https://aclanthology.org/2022.findings-acl.328/)**Zi Lin, Jeremiah Zhe Liu, Jingbo Shang*6 citations*
677. **[Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ↗](https://aclanthology.org/2022.findings-acl.329/)**Zilong Wang, Jingbo Shang*6 citations*
678. **[Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training ↗](https://aclanthology.org/2022.findings-naacl.183/)**Peide Zhu, Claudia Hauff*6 citations*
679. **[Unsupervised Text Deidentification ↗](https://aclanthology.org/2022.findings-emnlp.352/)**John Morris, Justin Chiu, Ramin Zabih et al.*6 citations*
680. **[Weighted self Distillation for Chinese word segmentation ↗](https://aclanthology.org/2022.findings-acl.139/)**Rian He, Shubin Cai, Zhong Ming et al.*6 citations*
681. **[Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation ↗](https://aclanthology.org/2022.findings-emnlp.65/)**Yangbin Chen, Chunfeng Liang*6 citations*
682. **[A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation ↗](https://aclanthology.org/2022.findings-acl.317/)**Giovanni Campagna, Sina Semnani, Ryan Kearns et al.*5 citations*
683. **[A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection ↗](https://aclanthology.org/2022.findings-naacl.21/)**Ankan Mullick, Sukannya Purkayastha, Pawan Goyal et al.*5 citations*
684. **[Adapters for Enhanced Modeling of Multilingual Knowledge and Text ↗](https://aclanthology.org/2022.findings-emnlp.287/)**Yifan Hou, Wenxiang Jiao, Meizhen Liu et al.*5 citations*
685. **[AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant ↗](https://aclanthology.org/2022.findings-emnlp.24/)**Weixian Lei, Difei Gao, Yuxuan Wang et al.*5 citations*
686. **[Automatic Speech Recognition and Query By Example for Creole Languages Documentation ↗](https://aclanthology.org/2022.findings-acl.197/)**Cécile Macaire, Didier Schwab, Benjamin Lecouteux et al.*5 citations*
687. **[Block Diagram-to-Text: Understanding Block Diagram Images by Generating Natural Language Descriptors ↗](https://aclanthology.org/2022.findings-aacl.15/)**Shreyanshu Bhushan, Minho Lee*5 citations*
688. **[COMET-QE and Active Learning for Low-Resource Machine Translation ↗](https://aclanthology.org/2022.findings-emnlp.348/)**Everlyn Asiko Chimoto, Bruce A. Bassett*5 citations*
689. **[Can Language Models Serve as Temporal Knowledge Bases? ↗](https://aclanthology.org/2022.findings-emnlp.147/)**Ruilin Zhao, Feng Zhao, Guandong Xu et al.*5 citations*
690. **[Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference](https://md.research.elamur.ai/free/en/papers/wang-2022-capture-human-disagreement-distributions-calibrated/)**Yuxia Wang, Minghan Wang, Yimeng Chen et al.*5 citations · our summary*
691. **[CoRAL: a Context-aware Croatian Abusive Language Dataset ↗](https://aclanthology.org/2022.findings-aacl.21/)**Ravi Shekhar, Vanja Mladen Karan, Matthew Purver*5 citations*
692. **[Code Vulnerability Detection via Nearest Neighbor Mechanism ↗](https://aclanthology.org/2022.findings-emnlp.459/)**Qianjin Du, Xiaohui Kuang, Gang Zhao*5 citations*
693. **[Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation ↗](https://aclanthology.org/2022.findings-emnlp.442/)**Xueliang Zhao, Yuxuan Wang, Chongyang Tao et al.*5 citations*
694. **[Conditioned Masked Language and Image Modeling for Image-Text Dense Retrieval ↗](https://aclanthology.org/2022.findings-emnlp.10/)**Ziyang Luo, Yadong Xi, Rongsheng Zhang et al.*5 citations*
695. **[Controllable Sentence Simplification via Operation Classification ↗](https://aclanthology.org/2022.findings-naacl.161/)**Liam Cripwell, Joël Legrand, Claire Gardent*5 citations*
696. **[Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ↗](https://aclanthology.org/2022.findings-acl.10/)**Xianghong Fang, Jian Li, Lifeng Shang et al.*5 citations*
697. **[Cross-Domain Sentiment Classification using Semantic Representation ↗](https://aclanthology.org/2022.findings-emnlp.22/)**Shichen Li, Zhongqing Wang, Xiaotong Jiang et al.*5 citations*
698. **[DOCmT5: Document-Level Pretraining of Multilingual Language Models ↗](https://aclanthology.org/2022.findings-naacl.32/)**Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar et al.*5 citations*
699. **[DORE: Document Ordered Relation Extraction based on Generative Framework ↗](https://aclanthology.org/2022.findings-emnlp.253/)**Qipeng Guo, Yuqing Yang, Hang Yan et al.*5 citations*
700. **[DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving Agents ↗](https://aclanthology.org/2022.findings-emnlp.354/)**Ziqiao Ma, Benjamin VanDerPloeg, Cristian-Paul Bara et al.*5 citations*

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