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

1,132 papers · page 5 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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401. **[Learn To Remember: Transformer with Recurrent Memory for Document-Level Machine Translation ↗](https://aclanthology.org/2022.findings-naacl.105/)**Yukun Feng, Feng Li, Ziang Song et al.*11 citations*
402. **[Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment ↗](https://aclanthology.org/2022.findings-naacl.62/)**Yujian Gan, Xinyun Chen, Qiuping Huang et al.*11 citations*
403. **[One Agent To Rule Them All: Towards Multi-agent Conversational AI ↗](https://aclanthology.org/2022.findings-acl.257/)**Christopher Clarke, Joseph Peper, Karthik Krishnamurthy et al.*11 citations*
404. **[Open-Vocabulary Argument Role Prediction For Event Extraction ↗](https://aclanthology.org/2022.findings-emnlp.395/)**Yizhu Jiao, Sha Li, Yiqing Xie et al.*11 citations*
405. **[Prompt Augmented Generative Replay via Supervised Contrastive Learning for Lifelong Intent Detection ↗](https://aclanthology.org/2022.findings-naacl.84/)**Vaibhav Varshney, Mayur Patidar, Rajat Kumar et al.*11 citations*
406. **[PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact Checking ↗](https://aclanthology.org/2022.findings-naacl.1/)**Mubashara Akhtar, Oana Cocarascu, Elena Simperl*11 citations*
407. **[Social-aware Sparse Attention Network for Session-based Social Recommendation ↗](https://aclanthology.org/2022.findings-emnlp.159/)**Kai Ouyang, Xianghong Xu, Chen Tang et al.*11 citations*
408. **[Syntax-guided Contrastive Learning for Pre-trained Language Model ↗](https://aclanthology.org/2022.findings-acl.191/)**Shuai Zhang, Wang Lijie, Xinyan Xiao et al.*11 citations*
409. **[Table-based Fact Verification with Self-adaptive Mixture of Experts ↗](https://aclanthology.org/2022.findings-acl.13/)**Yuxuan Zhou, Xien Liu, Kaiyin Zhou et al.*11 citations*
410. **[Task Compass: Scaling Multi-task Pre-training with Task Prefix ↗](https://aclanthology.org/2022.findings-emnlp.416/)**Zhuosheng Zhang, Shuohang Wang, Yichong Xu et al.*11 citations*
411. **[The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error](https://md.research.elamur.ai/free/en/papers/atwell-2022-change-that-matters-discourse-parsing/)**Katherine Atwell, Anthony Sicilia, Seong Jae Hwang et al.*11 citations · our summary*
412. **[Topic-aware Multimodal Summarization ↗](https://aclanthology.org/2022.findings-aacl.36/)**Sourajit Mukherjee, Anubhav Jangra, Sriparna Saha et al.*11 citations*
413. **[Towards Computationally Feasible Deep Active Learning ↗](https://aclanthology.org/2022.findings-naacl.90/)**Akim Tsvigun, Artem Shelmanov, Gleb Kuzmin et al.*11 citations*
414. **[TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer ↗](https://aclanthology.org/2022.findings-emnlp.513/)**Jivnesh Sandhan, Rathin Singha, Narein Rao et al.*11 citations*
415. **[Unsupervised Multi-Granularity Summarization ↗](https://aclanthology.org/2022.findings-emnlp.366/)**Ming Zhong, Yang Liu, Suyu Ge et al.*11 citations*
416. **[What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text](https://md.research.elamur.ai/free/en/papers/fang-2022-what-does-it-take-bake/)**Biaoyan Fang, Timothy Baldwin, Karin Verspoor*11 citations · our summary*
417. **[A Natural Diet: Towards Improving Naturalness of Machine Translation Output ↗](https://aclanthology.org/2022.findings-acl.263/)**Markus Freitag, David Vilar, David Grangier et al.*10 citations*
418. **[Answer Uncertainty and Unanswerability in Multiple-Choice Machine Reading Comprehension ↗](https://aclanthology.org/2022.findings-acl.82/)**Vatsal Raina, Mark Gales*10 citations*
419. **[BanglaRQA: A Benchmark Dataset for Under-resourced Bangla Language Reading Comprehension-based Question Answering with Diverse Question-Answer Types ↗](https://aclanthology.org/2022.findings-emnlp.186/)**Syed Mohammed Sartaj Ekram, Adham Arik Rahman, Md. Sajid Altaf et al.*10 citations*
420. **[CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation ↗](https://aclanthology.org/2022.findings-emnlp.51/)**Jiashuo Wang, Yi Cheng, Wenjie Li*10 citations*
421. **[Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game ↗](https://aclanthology.org/2022.findings-emnlp.394/)**Dan Ofer, Dafna Shahaf*10 citations*
422. **[ComFact: A Benchmark for Linking Contextual Commonsense Knowledge ↗](https://aclanthology.org/2022.findings-emnlp.120/)**Silin Gao, Jena D. Hwang, Saya Kanno et al.*10 citations*
423. **[Comprehensive Multi-Modal Interactions for Referring Image Segmentation ↗](https://aclanthology.org/2022.findings-acl.270/)**Kanishk Jain, Vineet Gandhi*10 citations*
424. **[Document-Level Event Argument Extraction via Optimal Transport ↗](https://aclanthology.org/2022.findings-acl.130/)**Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt et al.*10 citations*
425. **[Efficient Argument Structure Extraction with Transfer Learning and Active Learning ↗](https://aclanthology.org/2022.findings-acl.36/)**Xinyu Hua, Lu Wang*10 citations*
426. **[Exploring Predictive Uncertainty and Calibration in NLP: A Study on the Impact of Method & Data Scarcity ↗](https://aclanthology.org/2022.findings-emnlp.198/)**Dennis Ulmer, Jes Frellsen, Christian Hardmeier*10 citations*
427. **[Graph Embeddings for Argumentation Quality Assessment ↗](https://aclanthology.org/2022.findings-emnlp.306/)**Santiago Marro, Elena Cabrio, Serena Villata*10 citations*
428. **[Graph Refinement for Coreference Resolution ↗](https://aclanthology.org/2022.findings-acl.215/)**Lesly Miculicich, James Henderson*10 citations*
429. **[ID10M: Idiom Identification in 10 Languages](https://md.research.elamur.ai/free/en/papers/tedeschi-2022-id10m-idiom-identification-10-languages/)**Simone Tedeschi, Federico Martelli, Roberto Navigli*10 citations · our summary*
430. **[Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation ↗](https://aclanthology.org/2022.findings-emnlp.258/)**Xu Guo, Boyang Li, Han Yu*10 citations*
431. **[Inferring Implicit Relations in Complex Questions with Language Models ↗](https://aclanthology.org/2022.findings-emnlp.188/)**Uri Katz, Mor Geva, Jonathan Berant*10 citations*
432. **[Is MultiWOZ a Solved Task? An Interactive TOD Evaluation Framework with User Simulator ↗](https://aclanthology.org/2022.findings-emnlp.90/)**Qinyuan Cheng, Linyang Li, Guofeng Quan et al.*10 citations*
433. **[Label-Driven Denoising Framework for Multi-Label Few-Shot Aspect Category Detection ↗](https://aclanthology.org/2022.findings-emnlp.177/)**Fei Zhao, Yuchen Shen, Zhen Wu et al.*10 citations*
434. **[Lacking the Embedding of a Word? Look it up into a Traditional Dictionary ↗](https://aclanthology.org/2022.findings-acl.208/)**Elena Sofia Ruzzetti, Leonardo Ranaldi, Michele Mastromattei et al.*10 citations*
435. **[Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments ↗](https://aclanthology.org/2022.findings-acl.87/)**Antonis Maronikolakis, Axel Wisiorek, Leah Nann et al.*10 citations*
436. **[Long Text and Multi-Table Summarization: Dataset and Method ↗](https://aclanthology.org/2022.findings-emnlp.145/)**Shuaiqi Liu, Jiannong Cao, Ruosong Yang et al.*10 citations*
437. **[MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation ↗](https://aclanthology.org/2022.findings-emnlp.96/)**Ying Su, Zihao Wang, Tianqing Fang et al.*10 citations*
438. **[Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings ↗](https://aclanthology.org/2022.findings-emnlp.478/)**Iker García-Ferrero, Rodrigo Agerri, German Rigau*10 citations*
439. **[Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity ↗](https://aclanthology.org/2022.findings-naacl.41/)**Valentin Hofmann, Xiaowen Dong, Janet Pierrehumbert et al.*10 citations*
440. **[Modeling Intensification for Sign Language Generation: A Computational Approach ↗](https://aclanthology.org/2022.findings-acl.228/)**Mert Inan, Yang Zhong, Sabit Hassan et al.*10 citations*
441. **[MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering ↗](https://aclanthology.org/2022.findings-emnlp.498/)**Yingyao Wang, Junwei Bao, Chaoqun Duan et al.*10 citations*
442. **[Multilingual Sentence Transformer as A Multilingual Word Aligner ↗](https://aclanthology.org/2022.findings-emnlp.215/)**Weikang Wang, Guanhua Chen, Hanqing Wang et al.*10 citations*
443. **[Multimodal Knowledge Learning for Named Entity Disambiguation ↗](https://aclanthology.org/2022.findings-emnlp.230/)**Zhang Dongjie, Longtao Huang*10 citations*
444. **[On the Role of Bidirectionality in Language Model Pre-Training ↗](https://aclanthology.org/2022.findings-emnlp.293/)**Mikel Artetxe, Jingfei Du, Naman Goyal et al.*10 citations*
445. **[One Size Does Not Fit All: The Case for Personalised Word Complexity Models ↗](https://aclanthology.org/2022.findings-naacl.27/)**Sian Gooding, Manuel Tragut*10 citations*
446. **[Open Vocabulary Extreme Classification Using Generative Models ↗](https://aclanthology.org/2022.findings-acl.123/)**Daniel Simig, Fabio Petroni, Pouya Yanki et al.*10 citations*
447. **[Outlier Dimensions that Disrupt Transformers are Driven by Frequency ↗](https://aclanthology.org/2022.findings-emnlp.93/)**Giovanni Puccetti, Anna Rogers, Aleksandr Drozd et al.*10 citations*
448. **[PLATO-XL: Exploring the Large-scale Pre-training of Dialogue Generation ↗](https://aclanthology.org/2022.findings-aacl.10/)**Siqi Bao, Huang He, Fan Wang et al.*10 citations*
449. **[Probing Structural Knowledge from Pre-trained Language Model for Argumentation Relation Classification ↗](https://aclanthology.org/2022.findings-emnlp.264/)**Yang Sun, Bin Liang, Jianzhu Bao et al.*10 citations*
450. **[System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning ↗](https://aclanthology.org/2022.findings-emnlp.42/)**Wenyue Hua, Yongfeng Zhang*10 citations*
451. **[Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study ↗](https://aclanthology.org/2022.findings-emnlp.29/)**Xin Xu, Xiang Chen, Ningyu Zhang et al.*10 citations*
452. **[VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator ↗](https://aclanthology.org/2022.findings-acl.157/)**Ayush Shrivastava, Karthik Gopalakrishnan, Yang Liu et al.*10 citations*
453. **[Visual Named Entity Linking: A New Dataset and A Baseline ↗](https://aclanthology.org/2022.findings-emnlp.178/)**Wen Sun, Yixing Fan, Jiafeng Guo et al.*10 citations*
454. **[Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond ↗](https://aclanthology.org/2022.findings-emnlp.23/)**Nils Dycke, Ilia Kuznetsov, Iryna Gurevych*10 citations*
455. **[You can't pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM ↗](https://aclanthology.org/2022.findings-emnlp.218/)**Andrew Drozdov, Shufan Wang, Razieh Rahimi et al.*10 citations*
456. **[A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification ↗](https://aclanthology.org/2022.findings-acl.178/)**Dairui Liu, Derek Greene, Ruihai Dong*9 citations*
457. **[A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing](https://md.research.elamur.ai/free/en/papers/kobayashi-2022-simple-strong-baseline-end-end/)**Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito et al.*9 citations · our summary*
458. **[A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking ↗](https://aclanthology.org/2022.findings-acl.114/)**Kai Sun, Richong Zhang, Samuel Mensah et al.*9 citations*
459. **[ALLSH: Active Learning Guided by Local Sensitivity and Hardness ↗](https://aclanthology.org/2022.findings-naacl.99/)**Shujian Zhang, Chengyue Gong, Xingchao Liu et al.*9 citations*
460. **[APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets ↗](https://aclanthology.org/2022.findings-emnlp.525/)**Kichang Yang, Wonjun Jang, Won Ik Cho*9 citations*
461. **[ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs ↗](https://aclanthology.org/2022.findings-naacl.190/)**Liang Chen, Peiyi Wang, Runxin Xu et al.*9 citations*
462. **[Attention weights accurately predict language representations in the brain ↗](https://aclanthology.org/2022.findings-emnlp.330/)**Mathis Lamarre, Catherine Chen, Fatma Deniz*9 citations*
463. **[Automatic Rule Induction for Efficient Semi-Supervised Learning ↗](https://aclanthology.org/2022.findings-emnlp.3/)**Reid Pryzant, Ziyi Yang, Yichong Xu et al.*9 citations*
464. **[BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples ↗](https://aclanthology.org/2022.findings-emnlp.374/)**Mohaddeseh Bastan, Mihai Surdeanu, Niranjan Balasubramanian*9 citations*
465. **[CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ↗](https://aclanthology.org/2022.findings-acl.205/)**Tayfun Ates, M. Ateşoğlu, Çağatay Yiğit et al.*9 citations*
466. **[Challenges to Open-Domain Constituency Parsing ↗](https://aclanthology.org/2022.findings-acl.11/)**Sen Yang, Leyang Cui, Ruoxi Ning et al.*9 citations*
467. **[Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards ↗](https://aclanthology.org/2022.findings-emnlp.8/)**Yekun Chai, Shuohuan Wang, Yu Sun et al.*9 citations*
468. **[Combining Static and Contextualised Multilingual Embeddings ↗](https://aclanthology.org/2022.findings-acl.182/)**Katharina Hämmerl, Jindřich Libovický, Alexander Fraser*9 citations*
469. **[Context-Aware Language Modeling for Goal-Oriented Dialogue Systems ↗](https://aclanthology.org/2022.findings-naacl.181/)**Charlie Snell, Sherry Yang, Justin Fu et al.*9 citations*
470. **[Contrastive Demonstration Tuning for Pre-trained Language Models ↗](https://aclanthology.org/2022.findings-emnlp.56/)**Xiaozhuan Liang, Ningyu Zhang, Siyuan Cheng et al.*9 citations*
471. **[Does Simultaneous Speech Translation need Simultaneous Models? ↗](https://aclanthology.org/2022.findings-emnlp.11/)**Sara Papi, Marco Gaido, Matteo Negri et al.*9 citations*
472. **[Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ↗](https://aclanthology.org/2022.findings-acl.49/)**Thuy-Trang Vu, Shahram Khadivi, Dinh Phung et al.*9 citations*
473. **[Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers ↗](https://aclanthology.org/2022.findings-acl.121/)**Jakob Smedegaard Andersen, Walid Maalej*9 citations*
474. **[EnDex: Evaluation of Dialogue Engagingness at Scale ↗](https://aclanthology.org/2022.findings-emnlp.359/)**Guangxuan Xu, Ruibo Liu, Fabrice Harel-Canada et al.*9 citations*
475. **[Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling ↗](https://aclanthology.org/2022.findings-emnlp.245/)**Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola et al.*9 citations*
476. **[FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness ↗](https://aclanthology.org/2022.findings-emnlp.267/)**Wenhao Wu, Wei Li, Jiachen Liu et al.*9 citations*
477. **[GRS: Combining Generation and Revision in Unsupervised Sentence Simplification ↗](https://aclanthology.org/2022.findings-acl.77/)**Mohammad Dehghan, Dhruv Kumar, Lukasz Golab*9 citations*
478. **[HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models ↗](https://aclanthology.org/2022.findings-aacl.32/)**Yizhi Li, Ge Zhang, Bohao Yang et al.*9 citations*
479. **[Holistic Sentence Embeddings for Better Out-of-Distribution Detection ↗](https://aclanthology.org/2022.findings-emnlp.497/)**Sishuo Chen, Xiaohan Bi, Rundong Gao et al.*9 citations*
480. **[Hyperdecoders: Instance-specific decoders for multi-task NLP ↗](https://aclanthology.org/2022.findings-emnlp.124/)**Hamish Ivison, Matthew Peters*9 citations*
481. **[Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation ↗](https://aclanthology.org/2022.findings-acl.233/)**Tianchi Yue, Shulin Liu, Huihui Cai et al.*9 citations*
482. **[Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping ↗](https://aclanthology.org/2022.findings-emnlp.485/)**Shuhao Gu, Yang Feng*9 citations*
483. **[Incremental Intent Detection for Medical Domain with Contrast Replay Networks ↗](https://aclanthology.org/2022.findings-acl.280/)**Guirong Bai, Shizhu He, Kang Liu et al.*9 citations*
484. **[Is anisotropy really the cause of BERT embeddings not being semantic? ↗](https://aclanthology.org/2022.findings-emnlp.314/)**Alejandro Fuster Baggetto, Victor Fresno*9 citations*
485. **[Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection ↗](https://aclanthology.org/2022.findings-emnlp.83/)**Kai Zheng, Qingfeng Sun, Yaming Yang et al.*9 citations*
486. **[Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection ↗](https://aclanthology.org/2022.findings-emnlp.467/)**Kailin Zhao, Xiaolong Jin, Long Bai et al.*9 citations*
487. **[Leveraging Knowledge in Multilingual Commonsense Reasoning ↗](https://aclanthology.org/2022.findings-acl.255/)**Yuwei Fang, Shuohang Wang, Yichong Xu et al.*9 citations*
488. **[Local Structure Matters Most: Perturbation Study in NLU ↗](https://aclanthology.org/2022.findings-acl.293/)**Louis Clouatre, Prasanna Parthasarathi, Amal Zouaq et al.*9 citations*
489. **[Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models ↗](https://aclanthology.org/2022.findings-emnlp.311/)**Silke Husse, Andreas Spitz*9 citations*
490. **[Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis ↗](https://aclanthology.org/2022.findings-emnlp.489/)**Wenda Xu, Yi-Lin Tuan, Yujie Lu et al.*9 citations*
491. **[On the Importance of Data Size in Probing Fine-tuned Models ↗](https://aclanthology.org/2022.findings-acl.20/)**Houman Mehrafarin, Sara Rajaee, Mohammad Taher Pilehvar*9 citations*
492. **[Open Relation Modeling: Learning to Define Relations between Entities ↗](https://aclanthology.org/2022.findings-acl.26/)**Jie Huang, Kevin Chang, Jinjun Xiong et al.*9 citations*
493. **[P$\textM^2\textF^2$N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction ↗](https://aclanthology.org/2022.findings-emnlp.144/)**Ying Zhang, Baohang Zhou, Kehui Song et al.*9 citations*
494. **[Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer ↗](https://aclanthology.org/2022.findings-naacl.157/)**Haoran Xu, Kenton Murray*9 citations*
495. **[RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval ↗](https://aclanthology.org/2022.findings-emnlp.221/)**Xing Wu, Chaochen Gao, Zijia Lin et al.*9 citations*
496. **[Re-Examining Calibration: The Case of Question Answering ↗](https://aclanthology.org/2022.findings-emnlp.204/)**Chenglei Si, Chen Zhao, Sewon Min et al.*9 citations*
497. **[SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction ↗](https://aclanthology.org/2022.findings-emnlp.307/)**Miao Peng, Ben Liu, Qianqian Xie et al.*9 citations*
498. **[Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments ↗](https://aclanthology.org/2022.findings-emnlp.544/)**Maor Ivgi, Yair Carmon, Jonathan Berant*9 citations*
499. **[Self-Distillation with Meta Learning for Knowledge Graph Completion ↗](https://aclanthology.org/2022.findings-emnlp.149/)**Yunshui Li, Junhao Liu, Min Yang et al.*9 citations*
500. **[Self-Training with Differentiable Teacher ↗](https://aclanthology.org/2022.findings-naacl.70/)**Simiao Zuo, Yue Yu, Chen Liang et al.*9 citations*

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