ACL 2022: all accepted papers
- MSCTD: A Multimodal Sentiment Chat Translation Dataset ↗Yunlong Liang, Fandong Meng, Jinan Xu et al. · Long Papers15 citations
- Multimodal fusion via cortical network inspired losses ↗Shiv Shankar · Long Papers15 citations
- Primum Non Nocere: Before working with Indigenous data, the ACL must confront ongoing colonialism ↗Lane Schwartz · Short Papers15 citations
- Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang ↗Daphna Keidar, Andreas Opedal, Zhijing Jin et al. · Long Papers15 citations
- The Trade-offs of Domain Adaptation for Neural Language Models ↗David Grangier, Dan Iter · Long Papers15 citations
- When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning ↗Orion Weller, Kevin Seppi, Matt Gardner · Short Papers15 citations
- Attention Temperature Matters in Abstractive Summarization Distillation ↗Shengqiang Zhang, Xingxing Zhang, Hangbo Bao et al. · Long Papers14 citations
- Coherence boosting: When your pretrained language model is not paying enough attention ↗Esmeralda S. Whitammer, Zhen Wang, Nebojsa Jojic · Long Papers14 citations
- Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ↗Xu Han, Yuqi Luo, Weize Chen et al. · Long Papers14 citations
- DEEP: DEnoising Entity Pre-training for Neural Machine Translation ↗Junjie Hu, Hiroaki Hayashi, Kyunghyun Cho et al. · Long Papers14 citations
- DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction ↗Abhyuday Bhartiya, Kartikeya Badola, Mausam · Short Papers14 citations
- Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning ↗Yutao Mou, Keqing He, Yanan Wu et al. · Short Papers14 citations
- FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding ↗Yanan Zheng, Jing Zhou, Yujie Qian et al. · Long Papers14 citations
- Learned Incremental Representations for Parsing ↗Nikita Kitaev, Thomas Lu, Dan Klein · Long Papers · 🏆 Best Paper14 citations
- Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization ↗Puyuan Liu, Chenyang Huang, Lili Mou · Long Papers14 citations
- Learning When to Translate for Streaming Speech ↗Qianqian Dong, Yaoming Zhu, Mingxuan Wang et al. · Long Papers14 citations
- Learning the Beauty in Songs: Neural Singing Voice Beautifier ↗Jinglin Liu, Chengxi Li, Yi Ren et al. · Long Papers14 citations
- Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns ↗Daniel Wiechmann, Yu Qiao, Elma Kerz et al. · Long Papers14 citations
- Revisiting the Compositional Generalization Abilities of Neural Sequence Models ↗Arkil Patel, Satwik Bhattamishra, Phil Blunsom et al. · Short Papers14 citations
- TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models ↗Ziqing Yang, Yiming Cui, Zhigang Chen · System Demonstrations14 citations
- The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature ↗Yulia Otmakhova, Karin Verspoor, Timothy Baldwin et al. · Long Papers14 citations
- Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation ↗Beatrice Savoldi, Marco Gaido, Luisa Bentivogli et al. · Long Papers14 citations
- A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization ↗Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi · Long Papers13 citations
- A Taxonomy of Empathetic Questions in Social Dialogs ↗Ekaterina Svikhnushina, Iuliana Voinea, Anuradha Welivita et al. · Long Papers13 citations
- An Empirical Study on Explanations in Out-of-Domain Settings ↗George Chrysostomou, Nikolaos Aletras · Long Papers13 citations
- Answer-level Calibration for Free-form Multiple Choice Question Answering ↗Sawan Kumar · Long Papers13 citations
- Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion ↗Chen Zhao, Yu Su, Adam Pauls et al. · Long Papers13 citations
- Canary Extraction in Natural Language Understanding Models ↗Rahil Parikh, Christophe Dupuy, Rahul Gupta · Short Papers13 citations
- Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ↗Wenya Wang, Sinno Pan · Long Papers13 citations
- Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning ↗Demian Ghalandari, Chris Hokamp, Georgiana Ifrim · Long Papers13 citations
- Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings ↗Kalpesh Krishna, Deepak Nathani, Xavier Garcia et al. · Long Papers13 citations
- Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation ↗Abelardo Carlos Martínez Lorenzo, Marco Maru, Roberto Navigli · Long Papers13 citations
- How does the pre-training objective affect what large language models learn about linguistic properties? ↗Ahmed Alajrami, Nikolaos Aletras · Short Papers13 citations
- Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering ↗Jiawei Zhou, Xiaoguang Li, Lifeng Shang et al. · Long Papers13 citations
- Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models ↗Kabir Ahuja, Shanu Kumar, Sandipan Dandapat et al. · Long Papers13 citations
- Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation ↗Yong Cheng, Ankur Bapna, Orhan Firat et al. · Long Papers13 citations
- Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings ↗Shib Sankar Dasgupta, Michael Boratko, Siddhartha Mishra et al. · Long Papers13 citations
- A Risk-Averse Mechanism for Suicidality Assessment on Social Media ↗Ramit Sawhney, Atula Neerkaje, Manas Gaur · Short Papers12 citations
- Adjusting the Precision-Recall Trade-Off with Align-and-Predict Decoding for Grammatical Error Correction ↗Xin Sun, Houfeng Wang · Short Papers12 citations
- Are Prompt-based Models Clueless? ↗Pride Kavumba, Ryo Takahashi, Yusuke Oda · Long Papers12 citations
- BenchIE: A Framework for Multi-Faceted Fact-Based Open Information Extraction Evaluation ↗Kiril Gashteovski, Mingying Yu, Bhushan Kotnis et al. · Long Papers12 citations
- Bias Mitigation in Machine Translation Quality Estimation ↗Hanna Behnke, Marina Fomicheva, Lucia Specia · Long Papers12 citations
- Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure ↗Yuan Chai, Yaobo Liang, Nan Duan · Long Papers12 citations
- Divide and Denoise: Learning from Noisy Labels in Fine-Grained Entity Typing with Cluster-Wise Loss Correction ↗Kunyuan Pang, Haoyu Zhang, Jie Zhou et al. · Long Papers12 citations
- DoTAT: A Domain-oriented Text Annotation Tool ↗Yupian Lin, Tong Ruan, Ming Liang et al. · System Demonstrations12 citations
- Have my arguments been replied to? Argument Pair Extraction as Machine Reading Comprehension ↗Jianzhu Bao, Jingyi Sun, Qinglin Zhu et al. · Short Papers12 citations
- Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ↗Lihu Chen, Gael Varoquaux, Fabian Suchanek · Long Papers12 citations
- Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ↗Mingzhe Li, XieXiong Lin, Xiuying Chen et al. · Long Papers12 citations
- Learning Adaptive Segmentation Policy for End-to-End Simultaneous Translation ↗Ruiqing Zhang, Zhongjun He, Hua Wu et al. · Long Papers12 citations
- Logic Traps in Evaluating Attribution Scores ↗Yiming Ju, Yuanzhe Zhang, Zhao Yang et al. · Long Papers12 citations
- OIE@OIA: an Adaptable and Efficient Open Information Extraction Framework ↗Xin Wang, Minlong Peng, Mingming Sun et al. · Long Papers12 citations
- On The Ingredients of an Effective Zero-shot Semantic Parser ↗Pengcheng Yin, John Wieting, Avirup Sil et al. · Long Papers12 citations
- Predicate-Argument Based Bi-Encoder for Paraphrase Identification ↗Qiwei Peng, David Weir, Julie Weeds et al. · Long Papers12 citations
- Probing as Quantifying Inductive Bias ↗Alexander Immer, Lucas Torroba Hennigen, Vincent Fortuin et al. · Long Papers12 citations
- Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting ↗Ying Su, Hongming Zhang, Yangqiu Song et al. · Long Papers12 citations
- Requirements and Motivations of Low-Resource Speech Synthesis for Language Revitalization ↗Aidan Pine, Dan Wells, Nathan Brinklow et al. · Long Papers · 🏆 Best Special Theme Paper12 citations
- RoMe: A Robust Metric for Evaluating Natural Language Generation ↗Md Rashad Al Hasan Rony, Liubov Kovriguina, Debanjan Chaudhuri et al. · Long Papers12 citations
- SRL4E – Semantic Role Labeling for Emotions: A Unified Evaluation Framework ↗Cesare Campagnano, Simone Conia, Roberto Navigli · Long Papers12 citations
- The Grammar-Learning Trajectories of Neural Language Models ↗Leshem Choshen, Guy Hacohen, Daphna Weinshall et al. · Long Papers12 citations
- Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution ↗Klim Zaporojets, Johannes Deleu, Yiwei Jiang et al. · Short Papers12 citations
- WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language ↗Federico Tavella, Viktor Schlegel, Marta Romeo et al. · Short Papers12 citations
- An Empirical Study of Memorization in NLP ↗Xiaosen Zheng, Jing Jiang · Long Papers11 citations
- An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation ↗Shiquan Yang, Rui Zhang, Sarah Erfani et al. · Long Papers11 citations
- Analyzing Wrap-Up Effects through an Information-Theoretic Lens ↗Clara Meister, Tiago Pimentel, Thomas Clark et al. · Short Papers11 citations
- AnnIE: An Annotation Platform for Constructing Complete Open Information Extraction Benchmark ↗Niklas Friedrich, Kiril Gashteovski, Mingying Yu et al. · System Demonstrations11 citations
- COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System ↗Manling Li, Revanth Gangi Reddy, Ziqi Wang et al. · System Demonstrations11 citations
- ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer ↗Ningning Wang, Guobing Gan, Peng Zhang et al. · Long Papers11 citations
- Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ↗Songming Zhang, Yijin Liu, Fandong Meng et al. · Long Papers11 citations
- ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers ↗Haitian Sun, William Cohen, Ruslan Salakhutdinov · Long Papers11 citations
- Dataset Geography: Mapping Language Data to Language Users ↗Fahim Faisal, Yinkai Wang, Antonios Anastasopoulos · Long Papers11 citations
- Doctor Recommendation in Online Health Forums via Expertise Learning ↗Xiaoxin Lu, Yubo Zhang, Jing Li et al. · Long Papers11 citations
- Efficient Hyper-parameter Search for Knowledge Graph Embedding ↗Yongqi Zhang, Zhanke Zhou, Quanming Yao et al. · Long Papers11 citations
- How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ↗Fangyuan Xu, Junyi Jessy Li, Eunsol Choi · Long Papers11 citations
- How reparametrization trick broke differentially-private text representation learning ↗Ivan Habernal · Short Papers11 citations
- Incorporating Stock Market Signals for Twitter Stance Detection ↗Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar et al. · Long Papers11 citations
- Integrating Vectorized Lexical Constraints for Neural Machine Translation ↗Shuo Wang, Zhixing Tan, Yang Liu · Long Papers11 citations
- Investigating Failures of Automatic Translation in the Case of Unambiguous Gender ↗Adithya Renduchintala, Adina Williams · Long Papers11 citations
- KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base ↗Junzhuo Li, Deyi Xiong · Long Papers11 citations
- Learning Confidence for Transformer-based Neural Machine Translation ↗Yu Lu, Jiali Zeng, Jiajun Zhang et al. · Long Papers11 citations
- MILIE: Modular & Iterative Multilingual Open Information Extraction ↗Bhushan Kotnis, Kiril Gashteovski, Daniel Rubio et al. · Long Papers11 citations
- Modeling Dual Read/Write Paths for Simultaneous Machine Translation ↗Shaolei Zhang, Yang Feng · Long Papers11 citations
- Prediction Difference Regularization against Perturbation for Neural Machine Translation ↗Dengji Guo, Zhengrui Ma, Min Zhang et al. · Long Papers11 citations
- QuickGraph: A Rapid Annotation Tool for Knowledge Graph Extraction from Technical Text ↗Tyler Bikaun, Michael Stewart, Wei Liu · System Demonstrations11 citations
- QuoteR: A Benchmark of Quote Recommendation for Writing ↗Fanchao Qi, Yanhui Yang, Jing Yi et al. · Long Papers11 citations
- Rethinking and Refining the Distinct Metric ↗Siyang Liu, Sahand Sabour, Yinhe Zheng et al. · Short Papers11 citations
- Semi-Supervised Formality Style Transfer with Consistency Training ↗Ao Liu, An Wang, Naoaki Okazaki · Long Papers11 citations
- So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ↗Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan et al. · Long Papers11 citations
- Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ↗Irene Li, Linfeng Song, Kun Xu et al. · Long Papers11 citations
- WatClaimCheck: A new Dataset for Claim Entailment and Inference ↗Kashif Khan, Ruizhe Wang, Pascal Poupart · Long Papers11 citations
- Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ↗Zeming Liu, Jun Xu, Zeyang Lei et al. · Long Papers11 citations
- A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ↗Deming Ye, Yankai Lin, Peng Li et al. · Short Papers10 citations
- A large-scale computational study of content preservation measures for text style transfer and paraphrase generation ↗Nikolay Babakov, David Dale, Varvara Logacheva et al. · Student Research Workshop10 citations
- CARETS: A Consistency And Robustness Evaluative Test Suite for VQA ↗Carlos E. Jimenez, Olga Russakovsky, Karthik Narasimhan · Long Papers10 citations
- Can Pre-trained Language Models Interpret Similes as Smart as Human? ↗Qianyu He, Sijie Cheng, Zhixu Li et al. · Long Papers10 citations
- CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ↗Yifei Luo, Minghui Xu, Deyi Xiong · Long Papers10 citations
- Controllable Dictionary Example Generation: Generating Example Sentences for Specific Targeted Audiences ↗Xingwei He, Siu Ming Yiu · Long Papers10 citations
- DataLab: A Platform for Data Analysis and Intervention ↗Yang Xiao, Jinlan Fu, Weizhe Yuan et al. · System Demonstrations10 citations
- Dependency Parsing as MRC-based Span-Span Prediction ↗Leilei Gan, Yuxian Meng, Kun Kuang et al. · Long Papers10 citations
- Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models ↗Lorenzo Lupo, Marco Dinarelli, Laurent Besacier · Long Papers10 citations
- EntSUM: A Data Set for Entity-Centric Extractive Summarization ↗Mounica Maddela, Mayank Kulkarni, Daniel Preotiuc-Pietro · Long Papers10 citations
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