---
title: "EMNLP 2022 — all accepted papers, page 2 — Elamur Research"
description: "All 941 papers of EMNLP 2022 · page 2 of 10, the most cited first; those with our summary link to it."
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# EMNLP 2022: all accepted papers

941 papers · page 2 of 10 · the most cited first · [← EMNLP 2022](https://md.research.elamur.ai/free/en/venues/emnlp/2022/)

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101. **[Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP ↗](https://aclanthology.org/2022.emnlp-main.771/)**Yangyi Chen, Hongcheng Gao, Ganqu Cui et al.*37 citations*
102. **[Automatic Generation of Socratic Subquestions for Teaching Math Word Problems ↗](https://aclanthology.org/2022.emnlp-main.277/)**Kumar Shridhar, Jakub Macina, Mennatallah El-Assady et al.*36 citations*
103. **[Generative Language Models for Paragraph-Level Question Generation ↗](https://aclanthology.org/2022.emnlp-main.42/)**Asahi Ushio, Fernando Alva-Manchego, Jose Camacho-Collados*36 citations*
104. **[Towards Climate Awareness in NLP Research ↗](https://aclanthology.org/2022.emnlp-main.159/)**Daniel Hershcovich, Nicolas Webersinke, Mathias Kraus et al.*36 citations*
105. **[Mitigating Inconsistencies in Multimodal Sentiment Analysis under Uncertain Missing Modalities ↗](https://aclanthology.org/2022.emnlp-main.189/)**Jiandian Zeng, Jiantao Zhou, Tianyi Liu*35 citations*
106. **[Prompt-Based Meta-Learning For Few-shot Text Classification ↗](https://aclanthology.org/2022.emnlp-main.87/)**Haoxing Zhang, Xiaofeng Zhang, Haibo Huang et al.*35 citations*
107. **[Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models ↗](https://aclanthology.org/2022.emnlp-main.141/)**Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky*35 citations*
108. **[Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering](https://md.research.elamur.ai/free/en/papers/liu-2022-rainier-reinforced-knowledge-introspector-commonsense/)**Jiacheng Liu, Skyler Hallinan, Ximing Lu et al.*35 citations · our summary*
109. **[SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition ↗](https://aclanthology.org/2022.emnlp-main.227/)**Jianing Wang, Chengyu Wang, Chuanqi Tan et al.*35 citations*
110. **[Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework ↗](https://aclanthology.org/2022.emnlp-main.316/)**Yiquan Wu, Yifei Liu, Weiming Lu et al.*35 citations*
111. **[An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks ↗](https://aclanthology.org/2022.emnlp-main.346/)**Yuxiang Wu, Yu Zhao, Baotian Hu et al.*34 citations*
112. **[Continual Training of Language Models for Few-Shot Learning ↗](https://aclanthology.org/2022.emnlp-main.695/)**Zixuan Ke, Haowei Lin, Yijia Shao et al.*34 citations*
113. **[EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain ↗](https://aclanthology.org/2022.emnlp-main.519/)**Dennis Aumiller, Ashish Chouhan, Michael Gertz*34 citations*
114. **[On the Evaluation Metrics for Paraphrase Generation ↗](https://aclanthology.org/2022.emnlp-main.208/)**Lingfeng Shen, Lemao Liu, Haiyun Jiang et al.*34 citations*
115. **[Open-ended Knowledge Tracing for Computer Science Education ↗](https://aclanthology.org/2022.emnlp-main.254/)**Naiming Liu, Zichao Wang, Richard Baraniuk et al.*34 citations*
116. **[Reasoning Like Program Executors ↗](https://aclanthology.org/2022.emnlp-main.48/)**Xinyu Pi, Qian Liu, Bei Chen et al.*34 citations*
117. **[Retrieval-Augmented Generative Question Answering for Event Argument Extraction ↗](https://aclanthology.org/2022.emnlp-main.307/)**Xinya Du, Heng Ji*34 citations*
118. **[COM-MRC: A COntext-Masked Machine Reading Comprehension Framework for Aspect Sentiment Triplet Extraction ↗](https://aclanthology.org/2022.emnlp-main.212/)**Zepeng Zhai, Hao Chen, Fangxiang Feng et al.*33 citations*
119. **[Exploiting Global and Local Hierarchies for Hierarchical Text Classification ↗](https://aclanthology.org/2022.emnlp-main.268/)**Ting Jiang, Deqing Wang, Leilei Sun et al.*33 citations*
120. **[Gendered Mental Health Stigma in Masked Language Models ↗](https://aclanthology.org/2022.emnlp-main.139/)**Inna Lin, Lucille Njoo, Anjalie Field et al.*33 citations*
121. **[Generating Literal and Implied Subquestions to Fact-check Complex Claims ↗](https://aclanthology.org/2022.emnlp-main.229/)**Jifan Chen, Aniruddh Sriram, Eunsol Choi et al.*33 citations*
122. **[HEGEL: Hypergraph Transformer for Long Document Summarization ↗](https://aclanthology.org/2022.emnlp-main.692/)**Haopeng Zhang, Xiao Liu, Jiawei Zhang*33 citations*
123. **[LightEA: A Scalable, Robust, and Interpretable Entity Alignment Framework via Three-view Label Propagation ↗](https://aclanthology.org/2022.emnlp-main.52/)**Xin Mao, Wenting Wang, Yuanbin Wu et al.*33 citations*
124. **[How Large Language Models are Transforming Machine-Paraphrase Plagiarism ↗](https://aclanthology.org/2022.emnlp-main.62/)**Jan Philip Wahle, Terry Ruas, Frederic Kirstein et al.*32 citations*
125. **[Bernice: A Multilingual Pre-trained Encoder for Twitter ↗](https://aclanthology.org/2022.emnlp-main.415/)**Alexandra DeLucia, Shijie Wu, Aaron Mueller et al.*31 citations*
126. **[Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering ↗](https://aclanthology.org/2022.emnlp-main.650/)**Ziniu Hu, Yichong Xu, Wenhao Yu et al.*31 citations*
127. **[InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning ↗](https://aclanthology.org/2022.emnlp-main.33/)**Prakhar Gupta, Cathy Jiao, Yi-Ting Yeh et al.*31 citations*
128. **[Textless Speech Emotion Conversion using Discrete & Decomposed Representations ↗](https://aclanthology.org/2022.emnlp-main.769/)**Felix Kreuk, Adam Polyak, Jade Copet et al.*31 citations*
129. **[An Explainable Toolbox for Evaluating Pre-trained Vision-Language Models ↗](https://aclanthology.org/2022.emnlp-demos.4/)**Tiancheng Zhao, Tianqi Zhang, Mingwei Zhu et al. · System Demonstrations*30 citations*
130. **[Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling ↗](https://aclanthology.org/2022.emnlp-main.667/)**Vidhisha Balachandran, Hannaneh Hajishirzi, William Cohen et al.*30 citations*
131. **[GPS: Genetic Prompt Search for Efficient Few-Shot Learning ↗](https://aclanthology.org/2022.emnlp-main.559/)**Hanwei Xu, Yujun Chen, Yulun Du et al.*30 citations*
132. **[GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models ↗](https://aclanthology.org/2022.emnlp-main.132/)**Da Yin, Hritik Bansal, Masoud Monajatipoor et al.*30 citations*
133. **[RankGen: Improving Text Generation with Large Ranking Models ↗](https://aclanthology.org/2022.emnlp-main.15/)**Kalpesh Krishna, Yapei Chang, John Wieting et al.*30 citations*
134. **[Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence](https://md.research.elamur.ai/free/en/papers/chen-2022-rich-knowledge-sources-bring-complex/)**Hung-Ting Chen, Michael Zhang, Eunsol Choi*30 citations · our summary*
135. **[The Devil in Linear Transformer ↗](https://aclanthology.org/2022.emnlp-main.473/)**Zhen Qin, Xiaodong Han, Weixuan Sun et al.*30 citations*
136. **[CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search ↗](https://aclanthology.org/2022.emnlp-main.187/)**Xiaonan Li, Yeyun Gong, Yelong Shen et al.*29 citations*
137. **[Learning Inter-Entity-Interaction for Few-Shot Knowledge Graph Completion ↗](https://aclanthology.org/2022.emnlp-main.524/)**Yuling Li, Kui Yu, Xiaoling Huang et al.*29 citations*
138. **[Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation ↗](https://aclanthology.org/2022.emnlp-main.397/)**Max Glockner, Yufang Hou, Iryna Gurevych*29 citations*
139. **[On the Limitations of Reference-Free Evaluations of Generated Text ↗](https://aclanthology.org/2022.emnlp-main.753/)**Daniel Deutsch, Rotem Dror, Dan Roth*29 citations*
140. **[OpenCQA: Open-ended Question Answering with Charts ↗](https://aclanthology.org/2022.emnlp-main.811/)**Shankar Kantharaj, Xuan Long Do, Rixie Tiffany Leong et al.*29 citations*
141. **[ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization ↗](https://aclanthology.org/2022.emnlp-main.526/)**Jiaan Wang, Fandong Meng, Ziyao Lu et al.*28 citations*
142. **[Enhancing Joint Multiple Intent Detection and Slot Filling with Global Intent-Slot Co-occurrence ↗](https://aclanthology.org/2022.emnlp-main.543/)**Mengxiao Song, Bowen Yu, Li Quangang et al.*28 citations*
143. **[Exploring Document-Level Literary Machine Translation with Parallel Paragraphs from World Literature ↗](https://aclanthology.org/2022.emnlp-main.672/)**Katherine Thai, Marzena Karpinska, Kalpesh Krishna et al.*28 citations*
144. **[Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding ↗](https://aclanthology.org/2022.emnlp-main.207/)**Jianing Wang, Wenkang Huang, Minghui Qiu et al.*28 citations*
145. **[Mixture of Attention Heads: Selecting Attention Heads Per Token ↗](https://aclanthology.org/2022.emnlp-main.278/)**Xiaofeng Zhang, Yikang Shen, Zeyu Huang et al.*28 citations*
146. **[PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance ↗](https://aclanthology.org/2022.emnlp-main.469/)**Yang Deng, Wenqiang Lei, Wenxuan Zhang et al.*28 citations*
147. **[A Survey of Computational Framing Analysis Approaches ↗](https://aclanthology.org/2022.emnlp-main.633/)**Mohammad Ali, Naeemul Hassan*27 citations*
148. **[BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation ↗](https://aclanthology.org/2022.emnlp-main.245/)**Tianxiang Sun, Junliang He, Xipeng Qiu et al.*27 citations*
149. **[BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature ↗](https://aclanthology.org/2022.emnlp-main.390/)**Giacomo Frisoni, Miki Mizutani, Gianluca Moro et al.*27 citations*
150. **[Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning ↗](https://aclanthology.org/2022.emnlp-main.134/)**Oyvind Tafjord, Bhavana Dalvi Mishra, Peter Clark*27 citations*
151. **[Finding Skill Neurons in Pre-trained Transformer-based Language Models](https://md.research.elamur.ai/free/en/papers/wang-2022-finding-skill-neurons-pre-trained/)**Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang et al.*27 citations · our summary*
152. **[Generating Natural Language Proofs with Verifier-Guided Search ↗](https://aclanthology.org/2022.emnlp-main.7/)**Kaiyu Yang, Jia Deng, Danqi Chen*27 citations*
153. **[Nearest Neighbor Zero-Shot Inference ↗](https://aclanthology.org/2022.emnlp-main.214/)**Weijia Shi, Julian Michael, Suchin Gururangan et al.*27 citations*
154. **[PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning ↗](https://aclanthology.org/2022.emnlp-main.185/)**Zifeng Wang, Jimeng Sun*27 citations*
155. **[Reinforced Question Rewriting for Conversational Question Answering ↗](https://aclanthology.org/2022.emnlp-industry.36/)**Zhiyu Chen, Jie Zhao, Anjie Fang et al. · Industry Track*27 citations*
156. **[The Geometry of Multilingual Language Model Representations](https://md.research.elamur.ai/free/en/papers/chang-2022-geometry-multilingual-language-model-representations/)**Tyler A. Chang, Zhuowen Tu, Benjamin K. Bergen*27 citations · our summary*
157. **[XPrompt: Exploring the Extreme of Prompt Tuning ↗](https://aclanthology.org/2022.emnlp-main.758/)**Fang Ma, Chen Zhang, Lei Ren et al.*27 citations*
158. **[“Will You Find These Shortcuts?” A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification ↗](https://aclanthology.org/2022.emnlp-main.64/)**Jasmijn Bastings, Sebastian Ebert, Polina Zablotskaia et al.*27 citations*
159. **[D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat ↗](https://aclanthology.org/2022.emnlp-main.156/)**Binwei Yao, Chao Shi, Likai Zou et al.*26 citations*
160. **[POTATO: The Portable Text Annotation Tool](https://md.research.elamur.ai/free/en/papers/pei-2022-potato-portable-text-annotation-tool/)**Jiaxin Pei, Aparna Ananthasubramaniam, Xingyao Wang et al. · System Demonstrations*26 citations · our summary*
161. **[Salience Allocation as Guidance for Abstractive Summarization ↗](https://aclanthology.org/2022.emnlp-main.409/)**Fei Wang, Kaiqiang Song, Hongming Zhang et al.*26 citations*
162. **[Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt ↗](https://aclanthology.org/2022.emnlp-main.790/)**Lianzhe Huang, Shuming Ma, Dongdong Zhang et al.*26 citations*
163. **[Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling ↗](https://aclanthology.org/2022.emnlp-main.6/)**Ki Yoon Yoo, Nojun Kwak*25 citations*
164. **[Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition ↗](https://aclanthology.org/2022.emnlp-main.236/)**Junhao Zheng, Zhanxian Liang, Haibin Chen et al.*25 citations*
165. **[Gradient-based Constrained Sampling from Language Models ↗](https://aclanthology.org/2022.emnlp-main.144/)**Sachin Kumar, Biswajit Paria, Yulia Tsvetkov*25 citations*
166. **[Language Contamination Helps Explain the Cross-lingual Capabilities of English Pretrained Models ↗](https://aclanthology.org/2022.emnlp-main.233/)**Terra Blevins, Luke Zettlemoyer*25 citations*
167. **[SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval ↗](https://aclanthology.org/2022.emnlp-industry.56/)**Kun Zhou, Yeyun Gong, Xiao Liu et al. · Industry Track*25 citations*
168. **[Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens ↗](https://aclanthology.org/2022.emnlp-main.666/)**Nitish Joshi, Xiang Pan, He He*24 citations*
169. **[DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation ↗](https://aclanthology.org/2022.emnlp-main.223/)**Hanqing Zhang, Dawei Song*24 citations*
170. **[GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation ↗](https://aclanthology.org/2022.emnlp-main.394/)**Lunyiu Nie, Shulin Cao, Jiaxin Shi et al.*24 citations*
171. **[Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling ↗](https://aclanthology.org/2022.emnlp-main.263/)**Bowen Xing, Ivor Tsang*24 citations*
172. **[Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation ↗](https://aclanthology.org/2022.emnlp-main.420/)**Peiyi Wang, Yifan Song, Tianyu Liu et al.*24 citations*
173. **[Mutual Information Alleviates Hallucinations in Abstractive Summarization ↗](https://aclanthology.org/2022.emnlp-main.399/)**Liam van der Poel, Ryan Cotterell, Clara Meister*24 citations*
174. **[Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement ↗](https://aclanthology.org/2022.emnlp-main.644/)**Bhavana Dalvi Mishra, Oyvind Tafjord, Peter Clark*24 citations*
175. **[Distilled Dual-Encoder Model for Vision-Language Understanding ↗](https://aclanthology.org/2022.emnlp-main.608/)**Zekun Wang, Wenhui Wang, Haichao Zhu et al.*23 citations*
176. **[ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool ↗](https://aclanthology.org/2022.emnlp-demos.8/)**Hannah Bast, Matthias Hertel, Natalie Prange · System Demonstrations*23 citations*
177. **[Is a Question Decomposition Unit All We Need? ↗](https://aclanthology.org/2022.emnlp-main.302/)**Pruthvi Patel, Swaroop Mishra, Mihir Parmar et al.*23 citations*
178. **[MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs ↗](https://aclanthology.org/2022.emnlp-demos.15/)**Fei Xia, Bin Li, Yixuan Weng et al. · System Demonstrations*23 citations*
179. **[Stop Measuring Calibration When Humans Disagree ↗](https://aclanthology.org/2022.emnlp-main.124/)**Joris Baan, Wilker Aziz, Barbara Plank et al.*23 citations*
180. **[Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database ↗](https://aclanthology.org/2022.emnlp-main.605/)**Ye Liu, Semih Yavuz, Rui Meng et al.*23 citations*
181. **[Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions ↗](https://aclanthology.org/2022.emnlp-industry.4/)**Rindra Ramamonjison, Haley Li, Timothy Yu et al. · Industry Track*22 citations*
182. **[Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction ↗](https://aclanthology.org/2022.emnlp-main.419/)**Lu Dai, Bang Wang, Wei Xiang et al.*22 citations*
183. **[COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning ↗](https://aclanthology.org/2022.emnlp-main.95/)**Yue Yu, Chenyan Xiong, Si Sun et al.*22 citations*
184. **[DEMETR: Diagnosing Evaluation Metrics for Translation ↗](https://aclanthology.org/2022.emnlp-main.649/)**Marzena Karpinska, Nishant Raj, Katherine Thai et al.*22 citations*
185. **[Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence ↗](https://aclanthology.org/2022.emnlp-main.637/)**Chris Callison-Burch, Gaurav Singh Tomar, Lara J. Martin et al.*22 citations*
186. **[Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing ↗](https://aclanthology.org/2022.emnlp-main.624/)**Linlu Qiu, Peter Shaw, Panupong Pasupat et al.*22 citations*
187. **[Information-Transport-based Policy for Simultaneous Translation ↗](https://aclanthology.org/2022.emnlp-main.65/)**Shaolei Zhang, Yang Feng*22 citations*
188. **[Leveraging Locality in Abstractive Text Summarization ↗](https://aclanthology.org/2022.emnlp-main.408/)**Yixin Liu, Ansong Ni, Linyong Nan et al.*22 citations*
189. **[MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation ↗](https://aclanthology.org/2022.emnlp-main.288/)**Anna Currey, Maria Nadejde, Raghavendra Reddy Pappagari et al.*22 citations*
190. **[Multilingual Machine Translation with Hyper-Adapters ↗](https://aclanthology.org/2022.emnlp-main.77/)**Christos Baziotis, Mikel Artetxe, James Cross et al.*22 citations*
191. **[PAIR: Prompt-Aware margIn Ranking for Counselor Reflection Scoring in Motivational Interviewing ↗](https://aclanthology.org/2022.emnlp-main.11/)**Do June Min, Verónica Pérez-Rosas, Kenneth Resnicow et al.*22 citations*
192. **[SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning ↗](https://aclanthology.org/2022.emnlp-main.107/)**Yushi Bai, Xin Lv, Juanzi Li et al.*22 citations*
193. **[Sentence-level Media Bias Analysis Informed by Discourse Structures ↗](https://aclanthology.org/2022.emnlp-main.682/)**Yuanyuan Lei, Ruihong Huang, Lu Wang et al.*22 citations*
194. **[Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis ↗](https://aclanthology.org/2022.emnlp-main.332/)**Shuai Fan, Chen Lin, Haonan Li et al.*22 citations*
195. **[A Distributional Lens for Multi-Aspect Controllable Text Generation ↗](https://aclanthology.org/2022.emnlp-main.67/)**Yuxuan Gu, Xiaocheng Feng, Sicheng Ma et al.*21 citations*
196. **[A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition ↗](https://aclanthology.org/2022.emnlp-main.422/)**Baohang Zhou, Ying Zhang, Kehui Song et al.*21 citations*
197. **[Better Few-Shot Relation Extraction with Label Prompt Dropout ↗](https://aclanthology.org/2022.emnlp-main.471/)**Peiyuan Zhang, Wei Lu*21 citations*
198. **[Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution ↗](https://aclanthology.org/2022.emnlp-main.522/)**Aiwei Liu, Honghai Yu, Xuming Hu et al.*21 citations*
199. **[ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation ↗](https://aclanthology.org/2022.emnlp-main.574/)**Zhaocong Li, Xuebo Liu, Derek F. Wong et al.*21 citations*
200. **[Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference ↗](https://aclanthology.org/2022.emnlp-main.115/)**Eric Mitchell, Joseph Noh, Siyan Li et al.*21 citations*

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