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

1,132 papers · page 3 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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201. **[BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog ↗](https://aclanthology.org/2022.findings-naacl.166/)**Haipeng Sun, Junwei Bao, Youzheng Wu et al.*23 citations*
202. **[EA$^2$E: Improving Consistency with Event Awareness for Document-Level Argument Extraction ↗](https://aclanthology.org/2022.findings-naacl.202/)**Qi Zeng, Qiusi Zhan, Heng Ji*23 citations*
203. **[Extracting Temporal Event Relation with Syntax-guided Graph Transformer ↗](https://aclanthology.org/2022.findings-naacl.29/)**Shuaicheng Zhang, Qiang Ning, Lifu Huang*23 citations*
204. **[InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings ↗](https://aclanthology.org/2022.findings-emnlp.223/)**Xing Wu, Chaochen Gao, Zijia Lin et al.*23 citations*
205. **[MReD: A Meta-Review Dataset for Structure-Controllable Text Generation ↗](https://aclanthology.org/2022.findings-acl.198/)**Chenhui Shen, Liying Cheng, Ran Zhou et al.*23 citations*
206. **[Prompt-Driven Neural Machine Translation ↗](https://aclanthology.org/2022.findings-acl.203/)**Yafu Li, Yongjing Yin, Jing Li et al.*23 citations*
207. **[Query2Particles: Knowledge Graph Reasoning with Particle Embeddings ↗](https://aclanthology.org/2022.findings-naacl.207/)**Jiaxin Bai, Zihao Wang, Hongming Zhang et al.*23 citations*
208. **[The Limits of Word Level Differential Privacy ↗](https://aclanthology.org/2022.findings-naacl.65/)**Justus Mattern, Benjamin Weggenmann, Florian Kerschbaum*23 citations*
209. **[Virtual Augmentation Supported Contrastive Learning of Sentence Representations ↗](https://aclanthology.org/2022.findings-acl.70/)**Dejiao Zhang, Wei Xiao, Henghui Zhu et al.*23 citations*
210. **[Why don't people use character-level machine translation? ↗](https://aclanthology.org/2022.findings-acl.194/)**Jindřich Libovický, Helmut Schmid, Alexander Fraser*23 citations*
211. **[A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict](https://md.research.elamur.ai/free/en/papers/liu-2022-dual-channel-framework-sarcasm-recognition/)**Yiyi Liu, Yequan Wang, Aixin Sun et al.*22 citations · our summary*
212. **[Controllable Dialogue Simulation with In-context Learning ↗](https://aclanthology.org/2022.findings-emnlp.318/)**Zekun Li, Wenhu Chen, Shiyang Li et al.*22 citations*
213. **[NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue ↗](https://aclanthology.org/2022.findings-naacl.154/)**Inigo Casanueva, Ivan Vulić, Georgios Spithourakis et al.*22 citations*
214. **[Question Answering Infused Pre-training of General-Purpose Contextualized Representations ↗](https://aclanthology.org/2022.findings-acl.59/)**Robin Jia, Mike Lewis, Luke Zettlemoyer*22 citations*
215. **[Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction ↗](https://aclanthology.org/2022.findings-naacl.196/)**Senhui Zhang, Tao Ji, Wendi Ji et al.*22 citations*
216. **[DIGAT: Modeling News Recommendation with Dual-Graph Interaction ↗](https://aclanthology.org/2022.findings-emnlp.491/)**Zhiming Mao, Jian Li, Hongru Wang et al.*21 citations*
217. **[End-to-End Segmentation-based News Summarization ↗](https://aclanthology.org/2022.findings-acl.46/)**Yang Liu, Chenguang Zhu, Michael Zeng*21 citations*
218. **[End-to-End Speech Translation for Code Switched Speech ↗](https://aclanthology.org/2022.findings-acl.113/)**Orion Weller, Matthias Sperber, Telmo Pires et al.*21 citations*
219. **[Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner ↗](https://aclanthology.org/2022.findings-naacl.35/)**Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma et al.*21 citations*
220. **[FCGEC: Fine-Grained Corpus for Chinese Grammatical Error Correction ↗](https://aclanthology.org/2022.findings-emnlp.137/)**Lvxiaowei Xu, Jianwang Wu, Jiawei Peng et al.*21 citations*
221. **[Improving the Adversarial Robustness of NLP Models by Information Bottleneck ↗](https://aclanthology.org/2022.findings-acl.284/)**Cenyuan Zhang, Xiang Zhou, Yixin Wan et al.*21 citations*
222. **[Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning ↗](https://aclanthology.org/2022.findings-emnlp.520/)**Xiangyu Peng, Siyan Li, Sarah Wiegreffe et al.*21 citations*
223. **[KETOD: Knowledge-Enriched Task-Oriented Dialogue ↗](https://aclanthology.org/2022.findings-naacl.197/)**Zhiyu Chen, Bing Liu, Seungwhan Moon et al.*21 citations*
224. **[Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects ↗](https://aclanthology.org/2022.findings-acl.135/)**Go Inoue, Salam Khalifa, Nizar Habash*21 citations*
225. **[Phrase-level Textual Adversarial Attack with Label Preservation ↗](https://aclanthology.org/2022.findings-naacl.83/)**Yibin Lei, Yu Cao, Dianqi Li et al.*21 citations*
226. **[Training Dynamics for Text Summarization Models ↗](https://aclanthology.org/2022.findings-acl.163/)**Tanya Goyal, Jiacheng Xu, Junyi Jessy Li et al.*21 citations*
227. **[A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ↗](https://aclanthology.org/2022.findings-acl.189/)**Tianxiang Sun, Xiangyang Liu, Wei Zhu et al.*20 citations*
228. **[AMR-DA: Data Augmentation by Abstract Meaning Representation ↗](https://aclanthology.org/2022.findings-acl.244/)**Ziyi Shou, Yuxin Jiang, Fangzhen Lin*20 citations*
229. **[Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity ↗](https://aclanthology.org/2022.findings-naacl.182/)**Kurt Shuster, Jack Urbanek, Arthur Szlam et al.*20 citations*
230. **[BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model ↗](https://aclanthology.org/2022.findings-emnlp.402/)**Yosuke Higuchi, Brian Yan, Siddhant Arora et al.*20 citations*
231. **[Efficient (Soft) Q-Learning for Text Generation with Limited Good Data ↗](https://aclanthology.org/2022.findings-emnlp.518/)**Han Guo, Bowen Tan, Zhengzhong Liu et al.*20 citations*
232. **[Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition ↗](https://aclanthology.org/2022.findings-emnlp.473/)**Gang Zhao, Guanting Dong, Yidong Shi et al.*20 citations*
233. **[Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering ↗](https://aclanthology.org/2022.findings-emnlp.13/)**Mingxuan Ju, Wenhao Yu, Tong Zhao et al.*20 citations*
234. **[In-BoXBART: Get Instructions into Biomedical Multi-Task Learning ↗](https://aclanthology.org/2022.findings-naacl.10/)**Mihir Parmar, Swaroop Mishra, Mirali Purohit et al.*20 citations*
235. **[Learning to Execute Actions or Ask Clarification Questions ↗](https://aclanthology.org/2022.findings-naacl.158/)**Zhengxiang Shi, Yue Feng, Aldo Lipani*20 citations*
236. **[Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense ↗](https://aclanthology.org/2022.findings-acl.232/)**Thai Le, Jooyoung Lee, Kevin Yen et al.*20 citations*
237. **[Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold ↗](https://aclanthology.org/2022.findings-acl.184/)**Sebastian Ruder, Ivan Vulić, Anders Søgaard*20 citations*
238. **[A Two-Stage Approach towards Generalization in Knowledge Base Question Answering ↗](https://aclanthology.org/2022.findings-emnlp.408/)**Srinivas Ravishankar, Dung Thai, Ibrahim Abdelaziz et al.*19 citations*
239. **[ASSIST: Towards Label Noise-Robust Dialogue State Tracking ↗](https://aclanthology.org/2022.findings-acl.214/)**Fanghua Ye, Yue Feng, Emine Yilmaz*19 citations*
240. **[Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining ↗](https://aclanthology.org/2022.findings-emnlp.125/)**Andreas Madsen, Nicholas Meade, Vaibhav Adlakha et al.*19 citations*
241. **[Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ↗](https://aclanthology.org/2022.findings-acl.53/)**Yutai Hou, Cheng Chen, Xianzhen Luo et al.*19 citations*
242. **[KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation ↗](https://aclanthology.org/2022.findings-naacl.119/)**Yongfei Liu, Chenfei Wu, Shao-Yen Tseng et al.*19 citations*
243. **[PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation ↗](https://aclanthology.org/2022.findings-emnlp.268/)**Aitor Ormazabal, Mikel Artetxe, Manex Agirrezabal et al.*19 citations*
244. **[Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training ↗](https://aclanthology.org/2022.findings-naacl.92/)**Yifan Gao, Qingyu Yin, Zheng Li et al.*19 citations*
245. **[The Role of Context in Detecting Previously Fact-Checked Claims ↗](https://aclanthology.org/2022.findings-naacl.122/)**Shaden Shaar, Firoj Alam, Giovanni Da San Martino et al.*19 citations*
246. **[Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ↗](https://aclanthology.org/2022.findings-acl.316/)**Ji Xin, Chenyan Xiong, Ashwin Srinivasan et al.*19 citations*
247. **[A Graph Enhanced BERT Model for Event Prediction ↗](https://aclanthology.org/2022.findings-acl.206/)**Li Du, Xiao Ding, Yue Zhang et al.*18 citations*
248. **[A Label-Aware Autoregressive Framework for Cross-Domain NER ↗](https://aclanthology.org/2022.findings-naacl.171/)**Jinpeng Hu, He Zhao, Dan Guo et al.*18 citations*
249. **[C$^3$KG: A Chinese Commonsense Conversation Knowledge Graph ↗](https://aclanthology.org/2022.findings-acl.107/)**Dawei Li, Yanran Li, Jiayi Zhang et al.*18 citations*
250. **[CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation ↗](https://aclanthology.org/2022.findings-emnlp.34/)**Jian Yang, Shaohan Huang, Shuming Ma et al.*18 citations*
251. **[CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality ↗](https://aclanthology.org/2022.findings-naacl.47/)**Maria Nadejde, Anna Currey, Benjamin Hsu et al.*18 citations*
252. **[Diving Deep into Modes of Fact Hallucinations in Dialogue Systems ↗](https://aclanthology.org/2022.findings-emnlp.48/)**Souvik Das, Sougata Saha, Rohini Srihari*18 citations*
253. **[Learning to Model Editing Processes ↗](https://aclanthology.org/2022.findings-emnlp.280/)**Machel Reid, Graham Neubig*18 citations*
254. **[Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback ↗](https://aclanthology.org/2022.findings-naacl.26/)**Niket Tandon, Aman Madaan, Peter Clark et al.*18 citations*
255. **[METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation ↗](https://aclanthology.org/2022.findings-naacl.145/)**Ruixin Hong, Hongming Zhang, Xintong Yu et al.*18 citations*
256. **[MIMICause: Representation and automatic extraction of causal relation types from clinical notes ↗](https://aclanthology.org/2022.findings-acl.63/)**Vivek Khetan, Md Imbesat Rizvi, Jessica Huber et al.*18 citations*
257. **[Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction ↗](https://aclanthology.org/2022.findings-emnlp.332/)**Jun Gao, Changlong Yu, Wei Wang et al.*18 citations*
258. **[OCR Improves Machine Translation for Low-Resource Languages ↗](https://aclanthology.org/2022.findings-acl.92/)**Oana Ignat, Jean Maillard, Vishrav Chaudhary et al.*18 citations*
259. **[Prior Knowledge and Memory Enriched Transformer for Sign Language Translation ↗](https://aclanthology.org/2022.findings-acl.297/)**Tao Jin, Zhou Zhao, Meng Zhang et al.*18 citations*
260. **[RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation ↗](https://aclanthology.org/2022.findings-naacl.103/)**Md Akmal Haidar, Nithin Anchuri, Mehdi Rezagholizadeh et al.*18 citations*
261. **[Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision ↗](https://aclanthology.org/2022.findings-emnlp.476/)**Zifeng Wang, Jimeng Sun*18 citations*
262. **[Type-Driven Multi-Turn Corrections for Grammatical Error Correction ↗](https://aclanthology.org/2022.findings-acl.254/)**Shaopeng Lai, Qingyu Zhou, Jiali Zeng et al.*18 citations*
263. **[What is wrong with you?: Leveraging User Sentiment for Automatic Dialog Evaluation ↗](https://aclanthology.org/2022.findings-acl.331/)**Sarik Ghazarian, Behnam Hedayatnia, Alexandros Papangelis et al.*18 citations*
264. **[BPE vs. Morphological Segmentation: A Case Study on Machine Translation of Four Polysynthetic Languages ↗](https://aclanthology.org/2022.findings-acl.78/)**Manuel Mager, Arturo Oncevay, Elisabeth Mager et al.*17 citations*
265. **[Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models ↗](https://aclanthology.org/2022.findings-acl.106/)**Aaron Mueller, Robert Frank, Tal Linzen et al.*17 citations*
266. **[Improved Multi-label Classification under Temporal Concept Drift: Rethinking Group-Robust Algorithms in a Label-Wise Setting ↗](https://aclanthology.org/2022.findings-acl.192/)**Ilias Chalkidis, Anders Søgaard*17 citations*
267. **[Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking ↗](https://aclanthology.org/2022.findings-acl.292/)**Tuan Lai, Heng Ji, ChengXiang Zhai*17 citations*
268. **[Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA ↗](https://aclanthology.org/2022.findings-emnlp.271/)**Qingyi Si, Fandong Meng, Mingyu Zheng et al.*17 citations*
269. **[On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations ↗](https://aclanthology.org/2022.findings-naacl.168/)**Roy Schwartz, Gabriel Stanovsky*17 citations*
270. **[Probing for Constituency Structure in Neural Language Models ↗](https://aclanthology.org/2022.findings-emnlp.502/)**David Arps, Younes Samih, Laura Kallmeyer et al.*17 citations*
271. **[RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction ↗](https://aclanthology.org/2022.findings-naacl.188/)**Shusen Wang, Bosen Zhang, Yajing Xu et al.*17 citations*
272. **[StATIK: Structure and Text for Inductive Knowledge Graph Completion ↗](https://aclanthology.org/2022.findings-naacl.46/)**Elan Markowitz, Keshav Balasubramanian, Mehrnoosh Mirtaheri et al.*17 citations*
273. **[Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters ↗](https://aclanthology.org/2022.findings-emnlp.28/)**Tal Schuster, Sihao Chen, Senaka Buthpitiya et al.*17 citations*
274. **[The Effects of Surprisal across Languages: Results from Native and Non-native Reading ↗](https://aclanthology.org/2022.findings-aacl.13/)**Andrea de Varda, Marco Marelli*17 citations*
275. **[Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems ↗](https://aclanthology.org/2022.findings-acl.33/)**Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi et al.*17 citations*
276. **[A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ↗](https://aclanthology.org/2022.findings-acl.22/)**Haochen Tan, Wei Shao, Han Wu et al.*16 citations*
277. **[CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation ↗](https://aclanthology.org/2022.findings-emnlp.216/)**Tanay Dixit, Bhargavi Paranjape, Hannaneh Hajishirzi et al.*16 citations*
278. **[Factual Consistency of Multilingual Pretrained Language Models ↗](https://aclanthology.org/2022.findings-acl.240/)**Constanza Fierro, Anders Søgaard*16 citations*
279. **[Faithful to the Document or to the World? Mitigating Hallucinations via Entity-Linked Knowledge in Abstractive Summarization ↗](https://aclanthology.org/2022.findings-emnlp.76/)**Yue Dong, John Wieting, Pat Verga*16 citations*
280. **[First the Worst: Finding Better Gender Translations During Beam Search ↗](https://aclanthology.org/2022.findings-acl.301/)**Danielle Saunders, Rosie Sallis, Bill Byrne*16 citations*
281. **[Good Night at 4 pm?! Time Expressions in Different Cultures ↗](https://aclanthology.org/2022.findings-acl.224/)**Vered Shwartz*16 citations*
282. **[How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers ↗](https://aclanthology.org/2022.findings-emnlp.101/)**Michael Hassid, Hao Peng, Daniel Rotem et al.*16 citations*
283. **[Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation ↗](https://aclanthology.org/2022.findings-naacl.9/)**Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka et al.*16 citations*
284. **[Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation ↗](https://aclanthology.org/2022.findings-naacl.97/)**Prakhar Gupta, Harsh Jhamtani, Jeffrey Bigham*16 citations*
285. **[The impact of lexical and grammatical processing on generating code from natural language ↗](https://aclanthology.org/2022.findings-acl.173/)**Nathanaël Beau, Benoit Crabbé*16 citations*
286. **[Translation Error Detection as Rationale Extraction ↗](https://aclanthology.org/2022.findings-acl.327/)**Marina Fomicheva, Lucia Specia, Nikolaos Aletras*16 citations*
287. **[A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ↗](https://aclanthology.org/2022.findings-acl.110/)**Tao Wang, Linhai Zhang, Chenchen Ye et al.*15 citations*
288. **[CrossRE: A Cross-Domain Dataset for Relation Extraction ↗](https://aclanthology.org/2022.findings-emnlp.263/)**Elisa Bassignana, Barbara Plank*15 citations*
289. **[DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog ↗](https://aclanthology.org/2022.findings-acl.72/)**Chia-Chien Hung, Anne Lauscher, Simone Ponzetto et al.*15 citations*
290. **[Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation ↗](https://aclanthology.org/2022.findings-emnlp.25/)**Zhiyuan Zhang, Qi Su, Xu Sun*15 citations*
291. **[Encoding and Fusing Semantic Connection and Linguistic Evidence for Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/xiang-2022-encoding-fusing-semantic-connection-linguistic/)**Wei Xiang, Bang Wang, Lu Dai et al.*15 citations · our summary*
292. **[Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks ↗](https://aclanthology.org/2022.findings-emnlp.47/)**Sishuo Chen, Wenkai Yang, Zhiyuan Zhang et al.*15 citations*
293. **[Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training ↗](https://aclanthology.org/2022.findings-acl.9/)**Peixin Huang, Xiang Zhao, Minghao Hu et al.*15 citations*
294. **[Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models ↗](https://aclanthology.org/2022.findings-emnlp.26/)**Zhiyuan Zhang, Lingjuan Lyu, Xingjun Ma et al.*15 citations*
295. **[Gaussian Multi-head Attention for Simultaneous Machine Translation ↗](https://aclanthology.org/2022.findings-acl.238/)**Shaolei Zhang, Yang Feng*15 citations*
296. **[HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold ↗](https://aclanthology.org/2022.findings-emnlp.130/)**Ruihan Zhang, Wei Wei, Xian-Ling Mao et al.*15 citations*
297. **[Improving Zero-Shot Cross-lingual Transfer Between Closely Related Languages by Injecting Character-Level Noise ↗](https://aclanthology.org/2022.findings-acl.321/)**Noëmi Aepli, Rico Sennrich*15 citations*
298. **[IsoScore: Measuring the Uniformity of Embedding Space Utilization ↗](https://aclanthology.org/2022.findings-acl.262/)**William Rudman, Nate Gillman, Taylor Rayne et al.*15 citations*
299. **[Morphological Processing of Low-Resource Languages: Where We Are and What's Next ↗](https://aclanthology.org/2022.findings-acl.80/)**Adam Wiemerslage, Miikka Silfverberg, Changbing Yang et al.*15 citations*
300. **[Multi-Hop Open-Domain Question Answering over Structured and Unstructured Knowledge ↗](https://aclanthology.org/2022.findings-naacl.12/)**Yue Feng, Zhen Han, Mingming Sun et al.*15 citations*

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