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

1,132 papers · page 2 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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101. **[Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection ↗](https://aclanthology.org/2022.findings-emnlp.340/)**Lanrui Wang, Jiangnan Li, Zheng Lin et al.*35 citations*
102. **[MDCSpell: A Multi-task Detector-Corrector Framework for Chinese Spelling Correction ↗](https://aclanthology.org/2022.findings-acl.98/)**Chenxi Zhu, Ziqiang Ying, Boyu Zhang et al.*35 citations*
103. **[Read before Generate! Faithful Long Form Question Answering with Machine Reading ↗](https://aclanthology.org/2022.findings-acl.61/)**Dan Su, Xiaoguang Li, Jindi Zhang et al.*35 citations*
104. **[Summarization as Indirect Supervision for Relation Extraction ↗](https://aclanthology.org/2022.findings-emnlp.490/)**Keming Lu, I-Hung Hsu, Wenxuan Zhou et al.*35 citations*
105. **[Towards Unified Prompt Tuning for Few-shot Text Classification ↗](https://aclanthology.org/2022.findings-emnlp.37/)**Jianing Wang, Chengyu Wang, Fuli Luo et al.*35 citations*
106. **[A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis ↗](https://aclanthology.org/2022.findings-naacl.58/)**Ehsan Hosseini-Asl, Wenhao Liu, Caiming Xiong*34 citations*
107. **[DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation ↗](https://aclanthology.org/2022.findings-naacl.195/)**Md Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann*34 citations*
108. **[Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation ↗](https://aclanthology.org/2022.findings-emnlp.43/)**Kai Zhang, Yu Wang, Hongyi Wang et al.*34 citations*
109. **[Explore More Guidance: A Task-aware Instruction Network for Sign Language Translation Enhanced with Data Augmentation ↗](https://aclanthology.org/2022.findings-naacl.205/)**Yong Cao, Wei Li, Xianzhi Li et al.*34 citations*
110. **[HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing ↗](https://aclanthology.org/2022.findings-acl.236/)**Yanzhao Zheng, Haibin Wang, Baohua Dong et al.*34 citations*
111. **[Your fairness may vary: Pretrained language model fairness in toxic text classification ↗](https://aclanthology.org/2022.findings-acl.176/)**Ioana Baldini, Dennis Wei, Karthikeyan Natesan Ramamurthy et al.*34 citations*
112. **[Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents ↗](https://aclanthology.org/2022.findings-acl.287/)**Yicheng Zou, Hongwei Liu, Tao Gui et al.*33 citations*
113. **[Hierarchical Transformers Are More Efficient Language Models ↗](https://aclanthology.org/2022.findings-naacl.117/)**Piotr Nawrot, Szymon Tworkowski, Michał Tyrolski et al.*33 citations*
114. **[SciFact-Open: Towards open-domain scientific claim verification](https://md.research.elamur.ai/free/en/papers/wadden-2022-scifact-open-open-domain-scientific/)**David Wadden, Kyle Lo, Bailey Kuehl et al.*33 citations · our summary*
115. **[SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation ↗](https://aclanthology.org/2022.findings-emnlp.200/)**Zekun Li, Jina Kim, Yao-Yi Chiang et al.*33 citations*
116. **[What Language Model to Train if You Have One Million GPU Hours? ↗](https://aclanthology.org/2022.findings-emnlp.54/)**Teven Le Scao, Thomas Wang, Daniel Hesslow et al.*33 citations*
117. **[ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization ↗](https://aclanthology.org/2022.findings-emnlp.312/)**Hanwei Xu, Yujun Chen, Yulun Du et al.*33 citations*
118. **[Autoregressive Structured Prediction with Language Models ↗](https://aclanthology.org/2022.findings-emnlp.70/)**Tianyu Liu, Yuchen Eleanor Jiang, Nicholas Monath et al.*32 citations*
119. **[Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ↗](https://aclanthology.org/2022.findings-acl.289/)**KiYoon Yoo, Jangho Kim, Jiho Jang et al.*32 citations*
120. **[EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start ↗](https://aclanthology.org/2022.findings-emnlp.156/)**Jonathan Mallinson, Jakub Adamek, Eric Malmi et al.*32 citations*
121. **[Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings ↗](https://aclanthology.org/2022.findings-acl.158/)**Neeraj Varshney, Swaroop Mishra, Chitta Baral*32 citations*
122. **[Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction ↗](https://aclanthology.org/2022.findings-acl.95/)**Yinan Bao, Qianwen Ma, Lingwei Wei et al.*32 citations*
123. **[Revisiting Automatic Evaluation of Extractive Summarization Task: Can We Do Better than ROUGE? ↗](https://aclanthology.org/2022.findings-acl.122/)**Mousumi Akter, Naman Bansal, Shubhra Kanti Karmaker Santu*32 citations*
124. **[Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis ↗](https://aclanthology.org/2022.findings-emnlp.538/)**Yuxin Xiao, Paul Pu Liang, Umang Bhatt et al.*32 citations*
125. **[Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media ↗](https://aclanthology.org/2022.findings-emnlp.382/)**Chan Young Park, Julia Mendelsohn, Anjalie Field et al.*31 citations*
126. **[ELLE: Efficient Lifelong Pre-training for Emerging Data ↗](https://aclanthology.org/2022.findings-acl.220/)**Yujia Qin, Jiajie Zhang, Yankai Lin et al.*31 citations*
127. **[Entity Cloze By Date: What LMs Know About Unseen Entities ↗](https://aclanthology.org/2022.findings-naacl.52/)**Yasumasa Onoe, Michael Zhang, Eunsol Choi et al.*31 citations*
128. **[Extracting Latent Steering Vectors from Pretrained Language Models](https://md.research.elamur.ai/free/en/papers/subramani-2022-extracting-latent-steering-vectors-pretrained/)**Nishant Subramani, Nivedita Suresh, Matthew Peters*31 citations · our summary*
129. **[Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure ↗](https://aclanthology.org/2022.findings-emnlp.451/)**Joseph Peper, Lu Wang*31 citations*
130. **[Knowledge Graph Generation From Text ↗](https://aclanthology.org/2022.findings-emnlp.116/)**Igor Melnyk, Pierre Dognin, Payel Das*31 citations*
131. **[MTRec: Multi-Task Learning over BERT for News Recommendation ↗](https://aclanthology.org/2022.findings-acl.209/)**Qiwei Bi, Jian Li, Lifeng Shang et al.*31 citations*
132. **[MixQG: Neural Question Generation with Mixed Answer Types ↗](https://aclanthology.org/2022.findings-naacl.111/)**Lidiya Murakhovs'ka, Chien-Sheng Wu, Philippe Laban et al.*31 citations*
133. **[Readability Controllable Biomedical Document Summarization ↗](https://aclanthology.org/2022.findings-emnlp.343/)**Zheheng Luo, Qianqian Xie, Sophia Ananiadou*31 citations*
134. **[SlovakBERT: Slovak Masked Language Model ↗](https://aclanthology.org/2022.findings-emnlp.530/)**Matúš Pikuliak, Štefan Grivalský, Martin Konôpka et al.*31 citations*
135. **[Temporal Attention for Language Models ↗](https://aclanthology.org/2022.findings-naacl.112/)**Guy D. Rosin, Kira Radinsky*31 citations*
136. **[Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark ↗](https://aclanthology.org/2022.findings-emnlp.262/)**Jingyan Zhou, Jiawen Deng, Fei Mi et al.*31 citations*
137. **[Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation](https://md.research.elamur.ai/free/en/papers/arora-2022-why-exposure-bias-matters-imitation/)**Kushal Arora, Layla El Asri, Hareesh Bahuleyan et al.*31 citations · our summary*
138. **[Aligning Generative Language Models with Human Values ↗](https://aclanthology.org/2022.findings-naacl.18/)**Ruibo Liu, Ge Zhang, Xinyu Feng et al.*30 citations*
139. **[How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis ↗](https://aclanthology.org/2022.findings-acl.136/)**Shaobo Li, Xiaoguang Li, Lifeng Shang et al.*30 citations*
140. **[Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models ↗](https://aclanthology.org/2022.findings-emnlp.300/)**Qihuang Zhong, Liang Ding, Li Shen et al.*30 citations*
141. **[Modality-specific Learning Rates for Effective Multimodal Additive Late-fusion ↗](https://aclanthology.org/2022.findings-acl.143/)**Yiqun Yao, Rada Mihalcea*30 citations*
142. **[Towards Tracing Knowledge in Language Models Back to the Training Data ↗](https://aclanthology.org/2022.findings-emnlp.180/)**Ekin Akyurek, Tolga Bolukbasi, Frederick Liu et al.*30 citations*
143. **[HLDC: Hindi Legal Documents Corpus ↗](https://aclanthology.org/2022.findings-acl.278/)**Arnav Kapoor, Mudit Dhawan, Anmol Goel et al.*29 citations*
144. **[Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning ↗](https://aclanthology.org/2022.findings-emnlp.220/)**Yuxin Jiang, Linhan Zhang, Wei Wang*29 citations*
145. **[Keep Me Updated! Memory Management in Long-term Conversations ↗](https://aclanthology.org/2022.findings-emnlp.276/)**Sanghwan Bae, Donghyun Kwak, Soyoung Kang et al.*29 citations*
146. **[Learning to Revise References for Faithful Summarization ↗](https://aclanthology.org/2022.findings-emnlp.296/)**Griffin Adams, Han-Chin Shing, Qing Sun et al.*29 citations*
147. **[Memformer: A Memory-Augmented Transformer for Sequence Modeling ↗](https://aclanthology.org/2022.findings-aacl.29/)**Qingyang Wu, Zhenzhong Lan, Kun Qian et al.*29 citations*
148. **[SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising ↗](https://aclanthology.org/2022.findings-naacl.141/)**Kuan Xu, Yongbo Wang, Yongliang Wang et al.*29 citations*
149. **[Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors ↗](https://aclanthology.org/2022.findings-acl.109/)**Yang Wu, Yanyan Zhao, Hao Yang et al.*29 citations*
150. **[Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning ↗](https://aclanthology.org/2022.findings-emnlp.495/)**Qingyi Si, Yuanxin Liu, Fandong Meng et al.*29 citations*
151. **[Exploring Neural Models for Query-Focused Summarization ↗](https://aclanthology.org/2022.findings-naacl.109/)**Jesse Vig, Alexander Fabbri, Wojciech Kryscinski et al.*28 citations*
152. **[Fast Nearest Neighbor Machine Translation ↗](https://aclanthology.org/2022.findings-acl.47/)**Yuxian Meng, Xiaoya Li, Xiayu Zheng et al.*28 citations*
153. **[Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples ↗](https://aclanthology.org/2022.findings-acl.179/)**Yu Xia, Quan Wang, Yajuan Lyu et al.*28 citations*
154. **[Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking ↗](https://aclanthology.org/2022.findings-emnlp.18/)**Yinghui Li, Shirong Ma, Qingyu Zhou et al.*28 citations*
155. **[MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning ↗](https://aclanthology.org/2022.findings-acl.276/)**Fangkai Jiao, Yangyang Guo, Xuemeng Song et al.*28 citations*
156. **[ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs ↗](https://aclanthology.org/2022.findings-emnlp.181/)**Costas Mavromatis, George Karypis*28 citations*
157. **[Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning ↗](https://aclanthology.org/2022.findings-naacl.187/)**Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle et al.*28 citations*
158. **[Combining Feature and Instance Attribution to Detect Artifacts ↗](https://aclanthology.org/2022.findings-acl.153/)**Pouya Pezeshkpour, Sarthak Jain, Sameer Singh et al.*27 citations*
159. **[Empathetic Persuasion: Reinforcing Empathy and Persuasiveness in Dialogue Systems ↗](https://aclanthology.org/2022.findings-naacl.63/)**Azlaan Mustafa Samad, Kshitij Mishra, Mauajama Firdaus et al.*27 citations*
160. **[Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction](https://md.research.elamur.ai/free/en/papers/ma-2022-linguistic-rules-based-corpus-generation/)**Shirong Ma, Yinghui Li, Rongyi Sun et al.*27 citations · our summary*
161. **[Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal ↗](https://aclanthology.org/2022.findings-acl.55/)**Umang Gupta, Jwala Dhamala, Varun Kumar et al.*27 citations*
162. **[MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation) ↗](https://aclanthology.org/2022.findings-naacl.60/)**Simone Tedeschi, Roberto Navigli*27 citations*
163. **[STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing ↗](https://aclanthology.org/2022.findings-emnlp.89/)**Zefeng Cai, Xiangyu Li, Binyuan Hui et al.*27 citations*
164. **[CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training ↗](https://aclanthology.org/2022.findings-naacl.80/)**Xin Wang, Yasheng Wang, Yao Wan et al.*26 citations*
165. **[CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction ↗](https://aclanthology.org/2022.findings-acl.237/)**Shulin Liu, Shengkang Song, Tianchi Yue et al.*26 citations*
166. **[Challenges in Generalization in Open Domain Question Answering ↗](https://aclanthology.org/2022.findings-naacl.155/)**Linqing Liu, Patrick Lewis, Sebastian Riedel et al.*26 citations*
167. **[DISARM: Detecting the Victims Targeted by Harmful Memes ↗](https://aclanthology.org/2022.findings-naacl.118/)**Shivam Sharma, Md Shad Akhtar, Preslav Nakov et al.*26 citations*
168. **[Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking ↗](https://aclanthology.org/2022.findings-acl.302/)**Jamin Shin, Hangyeol Yu, Hyeongdon Moon et al.*26 citations*
169. **[Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ↗](https://aclanthology.org/2022.findings-acl.248/)**Rui Cao, Yihao Wang, Yuxin Liang et al.*26 citations*
170. **[Knowledge-Rich Self-Supervision for Biomedical Entity Linking ↗](https://aclanthology.org/2022.findings-emnlp.61/)**Sheng Zhang, Hao Cheng, Shikhar Vashishth et al.*26 citations*
171. **[LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ↗](https://aclanthology.org/2022.findings-acl.281/)**Canwen Xu, Daya Guo, Nan Duan et al.*26 citations*
172. **[MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ↗](https://aclanthology.org/2022.findings-acl.271/)**Yuren Mao, Zekai Wang, Weiwei Liu et al.*26 citations*
173. **[Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models ↗](https://aclanthology.org/2022.findings-emnlp.412/)**David Wingate, Mohammad Shoeybi, Taylor Sorensen*26 citations*
174. **[XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing ↗](https://aclanthology.org/2022.findings-emnlp.384/)**Peng Shi, Rui Zhang, He Bai et al.*26 citations*
175. **[A Feasibility Study of Answer-Agnostic Question Generation for Education ↗](https://aclanthology.org/2022.findings-acl.151/)**Liam Dugan, Eleni Miltsakaki, Shriyash Upadhyay et al.*25 citations*
176. **[A Neural Pairwise Ranking Model for Readability Assessment ↗](https://aclanthology.org/2022.findings-acl.300/)**Justin Lee, Sowmya Vajjala*25 citations*
177. **[End-to-end Spoken Conversational Question Answering: Task, Dataset and Model ↗](https://aclanthology.org/2022.findings-naacl.91/)**Chenyu You, Nuo Chen, Fenglin Liu et al.*25 citations*
178. **[Handling and Presenting Harmful Text in NLP Research ↗](https://aclanthology.org/2022.findings-emnlp.35/)**Hannah Kirk, Abeba Birhane, Bertie Vidgen et al.*25 citations*
179. **[Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control ↗](https://aclanthology.org/2022.findings-naacl.40/)**Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski et al.*25 citations*
180. **[Literature-Augmented Clinical Outcome Prediction ↗](https://aclanthology.org/2022.findings-naacl.33/)**Aakanksha Naik, Sravanthi Parasa, Sergey Feldman et al.*25 citations*
181. **[LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning ↗](https://aclanthology.org/2022.findings-emnlp.1/)**Zhicheng Yang, Jinghui Qin, Jiaqi Chen et al.*25 citations*
182. **[MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations ↗](https://aclanthology.org/2022.findings-emnlp.349/)**George Michalopoulos, Kyle Williams, Gagandeep Singh et al.*25 citations*
183. **[Mukayese: Turkish NLP Strikes Back ↗](https://aclanthology.org/2022.findings-acl.69/)**Ali Safaya, Emirhan Kurtuluş, Arda Goktogan et al.*25 citations*
184. **[Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis ↗](https://aclanthology.org/2022.findings-emnlp.36/)**Ronghao Lin, Haifeng Hu*25 citations*
185. **[PCEE-BERT: Accelerating BERT Inference via Patient and Confident Early Exiting ↗](https://aclanthology.org/2022.findings-naacl.25/)**Zhen Zhang, Wei Zhu, Jinfan Zhang et al.*25 citations*
186. **[Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? ↗](https://aclanthology.org/2022.findings-acl.6/)**En-Shiun Annie Lee, Sarubi Thillainathan, Shravan Nayak et al.*25 citations*
187. **[Reason first, then respond: Modular Generation for Knowledge-infused Dialogue ↗](https://aclanthology.org/2022.findings-emnlp.527/)**Leonard Adolphs, Kurt Shuster, Jack Urbanek et al.*25 citations*
188. **[Truncation Sampling as Language Model Desmoothing](https://md.research.elamur.ai/free/en/papers/hewitt-2022-truncation-sampling-as-language-model/)**John Hewitt, Christopher Manning, Percy Liang*25 citations · our summary*
189. **[An Isotropy Analysis in the Multilingual BERT Embedding Space ↗](https://aclanthology.org/2022.findings-acl.103/)**Sara Rajaee, Mohammad Taher Pilehvar*24 citations*
190. **[Are Neural Topic Models Broken? ↗](https://aclanthology.org/2022.findings-emnlp.390/)**Alexander Hoyle, Pranav Goel, Rupak Sarkar et al.*24 citations*
191. **[Cross-Domain Classification of Moral Values ↗](https://aclanthology.org/2022.findings-naacl.209/)**Enrico Liscio, Alin E. Dondera, Andrei Geadău et al.*24 citations*
192. **[Cross-domain Named Entity Recognition via Graph Matching ↗](https://aclanthology.org/2022.findings-acl.210/)**Junhao Zheng, Haibin Chen, Qianli Ma*24 citations*
193. **[DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition ↗](https://aclanthology.org/2022.findings-acl.286/)**Bowen Xing, Ivor Tsang*24 citations*
194. **[Generative Prompt Tuning for Relation Classification ↗](https://aclanthology.org/2022.findings-emnlp.231/)**Jiale Han, Shuai Zhao, Bo Cheng et al.*24 citations*
195. **[Modular and Parameter-Efficient Multimodal Fusion with Prompting ↗](https://aclanthology.org/2022.findings-acl.234/)**Sheng Liang, Mengjie Zhao, Hinrich Schuetze*24 citations*
196. **[ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback ↗](https://aclanthology.org/2022.findings-emnlp.269/)**Jiacheng Ye, Jiahui Gao, Zhiyong Wu et al.*24 citations*
197. **[Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask ↗](https://aclanthology.org/2022.findings-acl.168/)**Bilal Ghanem, Lauren Lutz Coleman, Julia Rivard Dexter et al.*24 citations*
198. **[Search to Pass Messages for Temporal Knowledge Graph Completion ↗](https://aclanthology.org/2022.findings-emnlp.458/)**Zhen Wang, Haotong Du, Quanming Yao et al.*24 citations*
199. **[Table-To-Text generation and pre-training with TabT5 ↗](https://aclanthology.org/2022.findings-emnlp.503/)**Ewa Andrejczuk, Julian Eisenschlos, Francesco Piccinno et al.*24 citations*
200. **[Accelerating Learned Sparse Indexes Via Term Impact Decomposition ↗](https://aclanthology.org/2022.findings-emnlp.205/)**Joel Mackenzie, Antonio Mallia, Alistair Moffat et al.*23 citations*

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