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

1,132 papers · page 4 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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301. **[Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem ↗](https://aclanthology.org/2022.findings-emnlp.79/)**Wenqi Zhang, Yongliang Shen, Yanna Ma et al.*15 citations*
302. **[NEWTS: A Corpus for News Topic-Focused Summarization ↗](https://aclanthology.org/2022.findings-acl.42/)**Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff*15 citations*
303. **[Natural Language Deduction through Search over Statement Compositions ↗](https://aclanthology.org/2022.findings-emnlp.358/)**Kaj Bostrom, Zayne Sprague, Swarat Chaudhuri et al.*15 citations*
304. **[NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation ↗](https://aclanthology.org/2022.findings-emnlp.371/)**Phillip Howard, Gadi Singer, Vasudev Lal et al.*15 citations*
305. **[Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge ↗](https://aclanthology.org/2022.findings-emnlp.392/)**Kaixin Ma, Hao Cheng, Xiaodong Liu et al.*15 citations*
306. **[Read Top News First: A Document Reordering Approach for Multi-Document News Summarization ↗](https://aclanthology.org/2022.findings-acl.51/)**Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury et al.*15 citations*
307. **[Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding ↗](https://aclanthology.org/2022.findings-emnlp.41/)**Jiahao Zhu, Daizong Liu, Pan Zhou et al.*15 citations*
308. **[SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training ↗](https://aclanthology.org/2022.findings-emnlp.456/)**Hui Chen, Wei Han, Soujanya Poria*15 citations*
309. **[SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models ↗](https://aclanthology.org/2022.findings-naacl.5/)**Jingfeng Yang, Haoming Jiang, Qingyu Yin et al.*15 citations*
310. **[UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ↗](https://aclanthology.org/2022.findings-acl.251/)**Wei Li, Can Gao, Guocheng Niu et al.*15 citations*
311. **[Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study ↗](https://aclanthology.org/2022.findings-acl.245/)**Serra Sinem Tekiroğlu, Helena Bonaldi, Margherita Fanton et al.*15 citations*
312. **[Weakly Supervised Text Classification using Supervision Signals from a Language Model ↗](https://aclanthology.org/2022.findings-naacl.176/)**Ziqian Zeng, Weimin Ni, Tianqing Fang et al.*15 citations*
313. **[XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction ↗](https://aclanthology.org/2022.findings-naacl.148/)**Yuwei Cao, William Groves, Tanay Kumar Saha et al.*15 citations*
314. **[\textitGeneralized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ↗](https://aclanthology.org/2022.findings-acl.213/)**Tejas Gokhale, Swaroop Mishra, Man Luo et al.*15 citations*
315. **[An Error-Guided Correction Model for Chinese Spelling Error Correction ↗](https://aclanthology.org/2022.findings-emnlp.278/)**Rui Sun, Xiuyu Wu, Yunfang Wu*14 citations*
316. **[Benchmarking Language Models for Code Syntax Understanding ↗](https://aclanthology.org/2022.findings-emnlp.224/)**Da Shen, Xinyun Chen, Chenguang Wang et al.*14 citations*
317. **[Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources ↗](https://aclanthology.org/2022.findings-emnlp.273/)**Xinyan Yu, Trina Chatterjee, Akari Asai et al.*14 citations*
318. **[BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions ↗](https://aclanthology.org/2022.findings-emnlp.104/)**François Remy, Kris Demuynck, Thomas Demeester*14 citations*
319. **[CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers ↗](https://aclanthology.org/2022.findings-emnlp.150/)**Dongling Xiao, LinZheng Chai, Qian-Wen Zhang et al.*14 citations*
320. **[Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding ↗](https://aclanthology.org/2022.findings-emnlp.522/)**Jiali Zeng, Yongjing Yin, Yufan Jiang et al.*14 citations*
321. **[Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback ↗](https://aclanthology.org/2022.findings-naacl.178/)**Yunfan Hu, Zhaopeng Qiu, Xian Wu*14 citations*
322. **[Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots ↗](https://aclanthology.org/2022.findings-emnlp.131/)**Haomin Fu, Yeqin Zhang, Haiyang Yu et al.*14 citations*
323. **[EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention ↗](https://aclanthology.org/2022.findings-emnlp.403/)**Chen Tang, Chenghua Lin, Henglin Huang et al.*14 citations*
324. **[Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information Retrieval ↗](https://aclanthology.org/2022.findings-emnlp.78/)**Wei Zhong, Jheng-Hong Yang, Yuqing Xie et al.*14 citations*
325. **[Fair NLP Models with Differentially Private Text Encoders ↗](https://aclanthology.org/2022.findings-emnlp.514/)**Gaurav Maheshwari, Pascal Denis, Mikaela Keller et al.*14 citations*
326. **[History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System ↗](https://aclanthology.org/2022.findings-emnlp.247/)**Tong Zhang, Yong Liu, Boyang Li et al.*14 citations*
327. **[Late Prompt Tuning: A Late Prompt Could Be Better Than Many Prompts ↗](https://aclanthology.org/2022.findings-emnlp.95/)**Xiangyang Liu, Tianxiang Sun, Xuanjing Huang et al.*14 citations*
328. **[Measurement Extraction with Natural Language Processing: A Review ↗](https://aclanthology.org/2022.findings-emnlp.161/)**Jan Göpfert, Patrick Kuckertz, Jann Weinand et al.*14 citations*
329. **[On Measuring Social Biases in Prompt-Based Multi-Task Learning ↗](https://aclanthology.org/2022.findings-naacl.42/)**Afra Feyza Akyürek, Sejin Paik, Muhammed Kocyigit et al.*14 citations*
330. **[PAUQ: Text-to-SQL in Russian ↗](https://aclanthology.org/2022.findings-emnlp.175/)**Daria Bakshandaeva, Oleg Somov, Ekaterina Dmitrieva et al.*14 citations*
331. **[Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/zhou-2022-prompt-based-connective-prediction-method/)**Hao Zhou, Man Lan, Yuanbin Wu et al.*14 citations · our summary*
332. **[PromptGen: Automatically Generate Prompts using Generative Models ↗](https://aclanthology.org/2022.findings-naacl.3/)**Yue Zhang, Hongliang Fei, Dingcheng Li et al.*14 citations*
333. **[SALTED: A Framework for SAlient Long-tail Translation Error Detection ↗](https://aclanthology.org/2022.findings-emnlp.379/)**Vikas Raunak, Matt Post, Arul Menezes*14 citations*
334. **[Scientific and Creative Analogies in Pretrained Language Models ↗](https://aclanthology.org/2022.findings-emnlp.153/)**Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra et al.*14 citations*
335. **[Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis ↗](https://aclanthology.org/2022.findings-acl.3/)**Yiming Zhang, Min Zhang, Sai Wu et al.*14 citations*
336. **[TyDiP: A Dataset for Politeness Classification in Nine Typologically Diverse Languages](https://md.research.elamur.ai/free/en/papers/srinivasan-2022-tydip-dataset-politeness-classification-nine/)**Anirudh Srinivasan, Eunsol Choi*14 citations · our summary*
337. **[Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment ↗](https://aclanthology.org/2022.findings-acl.75/)**Zichao Li, Prakhar Sharma, Xing Han Lu et al.*14 citations*
338. **[“Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction ↗](https://aclanthology.org/2022.findings-acl.1/)**Yong Dai, Linyang Li, Cong Zhou et al.*14 citations*
339. **[$\textrmDuReader_\textrmvis$: A Chinese Dataset for Open-domain Document Visual Question Answering ↗](https://aclanthology.org/2022.findings-acl.105/)**Le Qi, Shangwen Lv, Hongyu Li et al.*13 citations*
340. **[A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing ↗](https://aclanthology.org/2022.findings-emnlp.157/)**Allison Lahnala, Charles Welch, David Jurgens et al.*13 citations*
341. **[Acceptability Judgements via Examining the Topology of Attention Maps ↗](https://aclanthology.org/2022.findings-emnlp.7/)**Daniil Cherniavskii, Eduard Tulchinskii, Vladislav Mikhailov et al.*13 citations*
342. **[AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models ↗](https://aclanthology.org/2022.findings-emnlp.240/)**Se Jung Kwon, Jeonghoon Kim, Jeongin Bae et al.*13 citations*
343. **[An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection ↗](https://aclanthology.org/2022.findings-acl.183/)**Shengxuan Luo, Sheng Yu*13 citations*
344. **[Analytical Reasoning of Text ↗](https://aclanthology.org/2022.findings-naacl.177/)**Wanjun Zhong, Siyuan Wang, Duyu Tang et al.*13 citations*
345. **[Assessing Multilingual Fairness in Pre-trained Multimodal Representations ↗](https://aclanthology.org/2022.findings-acl.211/)**Jialu Wang, Yang Liu, Xin Wang*13 citations*
346. **[Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document ↗](https://aclanthology.org/2022.findings-emnlp.151/)**Shaden Shaar, Nikola Georgiev, Firoj Alam et al.*13 citations*
347. **[CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training ↗](https://aclanthology.org/2022.findings-naacl.184/)**Patrick Huber, Armen Aghajanyan, Barlas Oguz et al.*13 citations*
348. **[Controllable Fake Document Infilling for Cyber Deception ↗](https://aclanthology.org/2022.findings-emnlp.486/)**Yibo Hu, Yu Lin, Erick Skorupa Parolin et al.*13 citations*
349. **[Deep Reinforcement Learning for Entity Alignment ↗](https://aclanthology.org/2022.findings-acl.217/)**Lingbing Guo, Yuqiang Han, Qiang Zhang et al.*13 citations*
350. **[Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning](https://md.research.elamur.ai/free/en/papers/zhou-2022-distributed-nli-learning-predict-human/)**Xiang Zhou, Yixin Nie, Mohit Bansal*13 citations · our summary*
351. **[Federated Continual Learning for Text Classification via Selective Inter-client Transfer ↗](https://aclanthology.org/2022.findings-emnlp.353/)**Yatin Chaudhary, Pranav Rai, Matthias Schubert et al.*13 citations*
352. **[Focus! Relevant and Sufficient Context Selection for News Image Captioning ↗](https://aclanthology.org/2022.findings-emnlp.450/)**Mingyang Zhou, Grace Luo, Anna Rohrbach et al.*13 citations*
353. **[GCPG: A General Framework for Controllable Paraphrase Generation ↗](https://aclanthology.org/2022.findings-acl.318/)**Kexin Yang, Dayiheng Liu, Wenqiang Lei et al.*13 citations*
354. **[HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data ↗](https://aclanthology.org/2022.findings-acl.41/)**Kai Nakamura, Sharon Levy, Yi-Lin Tuan et al.*13 citations*
355. **[Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion ↗](https://aclanthology.org/2022.findings-emnlp.4/)**Jian Song, Di Liang, Rumei Li et al.*13 citations*
356. **[Interpreting the Robustness of Neural NLP Models to Textual Perturbations ↗](https://aclanthology.org/2022.findings-acl.315/)**Yunxiang Zhang, Liangming Pan, Samson Tan et al.*13 citations*
357. **[Investigating the Benefits of Free-Form Rationales ↗](https://aclanthology.org/2022.findings-emnlp.432/)**Jiao Sun, Swabha Swayamdipta, Jonathan May et al.*13 citations*
358. **[Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction ↗](https://aclanthology.org/2022.findings-naacl.139/)**Yang Liu, Jinpeng Hu, Xiang Wan et al.*13 citations*
359. **[Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming ↗](https://aclanthology.org/2022.findings-acl.94/)**Ayush Maheshwari, Krishnateja Killamsetty, Ganesh Ramakrishnan et al.*13 citations*
360. **[Measuring the Language of Self-Disclosure across Corpora ↗](https://aclanthology.org/2022.findings-acl.83/)**Ann-Katrin Reuel, Sebastian Peralta, João Sedoc et al.*13 citations*
361. **[Multimodal Intent Discovery from Livestream Videos ↗](https://aclanthology.org/2022.findings-naacl.36/)**Adyasha Maharana, Quan Tran, Franck Dernoncourt et al.*13 citations*
362. **[Plug-and-Play Adaptation for Continuously-updated QA ↗](https://aclanthology.org/2022.findings-acl.37/)**Kyungjae Lee, Wookje Han, Seung-won Hwang et al.*13 citations*
363. **[Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models ↗](https://aclanthology.org/2022.findings-emnlp.401/)**Lifu Tu, Caiming Xiong, Yingbo Zhou*13 citations*
364. **[Semantically Distributed Robust Optimization for Vision-and-Language Inference ↗](https://aclanthology.org/2022.findings-acl.118/)**Tejas Gokhale, Abhishek Chaudhary, Pratyay Banerjee et al.*13 citations*
365. **[TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge ↗](https://aclanthology.org/2022.findings-acl.125/)**Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao et al.*13 citations*
366. **[TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack ↗](https://aclanthology.org/2022.findings-emnlp.44/)**Zhen Yu, Xiaosen Wang, Wanxiang Che et al.*13 citations*
367. **[Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation ↗](https://aclanthology.org/2022.findings-acl.274/)**Chuhan Wu, Fangzhao Wu, Tao Qi et al.*13 citations*
368. **[Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation ↗](https://aclanthology.org/2022.findings-emnlp.166/)**Shaolei Zhang, Shoutao Guo, Yang Feng*13 citations*
369. **[AbductionRules: Training Transformers to Explain Unexpected Inputs ↗](https://aclanthology.org/2022.findings-acl.19/)**Nathan Young, Qiming Bao, Joshua Bensemann et al.*12 citations*
370. **[Active Learning for Abstractive Text Summarization ↗](https://aclanthology.org/2022.findings-emnlp.377/)**Akim Tsvigun, Ivan Lysenko, Danila Sedashov et al.*12 citations*
371. **[Analyzing Dynamic Adversarial Training Data in the Limit ↗](https://aclanthology.org/2022.findings-acl.18/)**Eric Wallace, Adina Williams, Robin Jia et al.*12 citations*
372. **[CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model ↗](https://aclanthology.org/2022.findings-emnlp.429/)**Shang-Hsuan Chiang, Ssu-Cheng Wang, Yao-Chung Fan*12 citations*
373. **[Comparative Opinion Summarization via Collaborative Decoding ↗](https://aclanthology.org/2022.findings-acl.261/)**Hayate Iso, Xiaolan Wang, Stefanos Angelidis et al.*12 citations*
374. **[Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval ↗](https://aclanthology.org/2022.findings-naacl.142/)**Jiaheng Liu, Tan Yu, Hanyu Peng et al.*12 citations*
375. **[Data Augmentation for Low-Resource Dialogue Summarization ↗](https://aclanthology.org/2022.findings-naacl.53/)**Yongtai Liu, Joshua Maynez, Gonçalo Simões et al.*12 citations*
376. **[Data Selection Curriculum for Neural Machine Translation ↗](https://aclanthology.org/2022.findings-emnlp.113/)**Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary et al.*12 citations*
377. **[Efficient Few-Shot Fine-Tuning for Opinion Summarization ↗](https://aclanthology.org/2022.findings-naacl.113/)**Arthur Brazinskas, Ramesh Nallapati, Mohit Bansal et al.*12 citations*
378. **[Efficient Zero-shot Event Extraction with Context-Definition Alignment ↗](https://aclanthology.org/2022.findings-emnlp.531/)**Hongming Zhang, Wenlin Yao, Dong Yu*12 citations*
379. **[Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance ↗](https://aclanthology.org/2022.findings-emnlp.134/)**Abhishek Agarwal, Shanshan Xu, Matthias Grabmair*12 citations*
380. **[Improving Controllable Text Generation with Position-Aware Weighted Decoding ↗](https://aclanthology.org/2022.findings-acl.272/)**Yuxuan Gu, Xiaocheng Feng, Sicheng Ma et al.*12 citations*
381. **[Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ↗](https://aclanthology.org/2022.findings-acl.147/)**Yuanhe Tian, Yan Song, Fei Xia*12 citations*
382. **[MM-Claims: A Dataset for Multimodal Claim Detection in Social Media ↗](https://aclanthology.org/2022.findings-naacl.72/)**Gullal Singh Cheema, Sherzod Hakimov, Abdul Sittar et al.*12 citations*
383. **[MTG: A Benchmark Suite for Multilingual Text Generation ↗](https://aclanthology.org/2022.findings-naacl.192/)**Yiran Chen, Zhenqiao Song, Xianze Wu et al.*12 citations*
384. **[Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA ↗](https://aclanthology.org/2022.findings-emnlp.303/)**Junjie Huang, Wanjun Zhong, Qian Liu et al.*12 citations*
385. **[OTExtSum: Extractive Text Summarisation with Optimal Transport ↗](https://aclanthology.org/2022.findings-naacl.85/)**Peggy Tang, Kun Hu, Rui Yan et al.*12 citations*
386. **[SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction ↗](https://aclanthology.org/2022.findings-emnlp.20/)**Qifan Wang, Li Yang, Jingang Wang et al.*12 citations*
387. **[SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases ↗](https://aclanthology.org/2022.findings-emnlp.284/)**Sumit Neelam, Udit Sharma, Hima Karanam et al.*12 citations*
388. **[Structural Contrastive Representation Learning for Zero-shot Multi-label Text Classification ↗](https://aclanthology.org/2022.findings-emnlp.362/)**Tianyi Zhang, Zhaozhuo Xu, Tharun Medini et al.*12 citations*
389. **[Systematicity in GPT-3's Interpretation of Novel English Noun Compounds ↗](https://aclanthology.org/2022.findings-emnlp.50/)**Siyan Li, Riley Carlson, Christopher Potts*12 citations*
390. **[Weakly Supervised Text-to-SQL Parsing through Question Decomposition ↗](https://aclanthology.org/2022.findings-naacl.193/)**Tomer Wolfson, Daniel Deutch, Jonathan Berant*12 citations*
391. **[Zero-shot Learning for Grapheme to Phoneme Conversion with Language Ensemble ↗](https://aclanthology.org/2022.findings-acl.166/)**Xinjian Li, Florian Metze, David Mortensen et al.*12 citations*
392. **[$Great~Truths~are ~Always ~Simple:$ A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models ↗](https://aclanthology.org/2022.findings-naacl.131/)**Jinhao Jiang, Kun Zhou, Ji-Rong Wen et al.*11 citations*
393. **[A Benchmark and Dataset for Post-OCR text correction in Sanskrit ↗](https://aclanthology.org/2022.findings-emnlp.466/)**Ayush Maheshwari, Nikhil Singh, Amrith Krishna et al.*11 citations*
394. **[A Unified Dialogue User Simulator for Few-shot Data Augmentation ↗](https://aclanthology.org/2022.findings-emnlp.277/)**Dazhen Wan, Zheng Zhang, Qi Zhu et al.*11 citations*
395. **[Co-VQA : Answering by Interactive Sub Question Sequence ↗](https://aclanthology.org/2022.findings-acl.188/)**Ruonan Wang, Yuxi Qian, Fangxiang Feng et al.*11 citations*
396. **[D2GCLF: Document-to-Graph Classifier for Legal Document Classification ↗](https://aclanthology.org/2022.findings-naacl.170/)**Qiqi Wang, Kaiqi Zhao, Robert Amor et al.*11 citations*
397. **[Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 ↗](https://aclanthology.org/2022.findings-emnlp.57/)**Nghi Bui, Yue Wang, Steven C.H. Hoi*11 citations*
398. **[Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ↗](https://aclanthology.org/2022.findings-acl.156/)**Khalil Mrini, Shaoliang Nie, Jiatao Gu et al.*11 citations*
399. **[Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization ↗](https://aclanthology.org/2022.findings-emnlp.214/)**Dongmin Hyun, Xiting Wang, Chayoung Park et al.*11 citations*
400. **[LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification ↗](https://aclanthology.org/2022.findings-emnlp.360/)**Dheeraj Mekala, Chengyu Dong, Jingbo Shang*11 citations*

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