ACL 2022: all accepted papers
- KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ↗Xindi Wang, Robert Mercer, Frank Rudzicz · Long Papers7 citations
- Knowledge-Augmented Methods for Natural Language Processing ↗Chenguang Zhu, Yichong Xu, Xiang Ren et al. · Tutorial Abstracts7 citations
- Learning to Rank Visual Stories From Human Ranking Data ↗Chi-Yang Hsu, Yun-Wei Chu, Vincent Chen et al. · Long Papers7 citations
- MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ↗Viktoriia Chekalina, Anton Razzhigaev, Albert Sayapin et al. · Student Research Workshop7 citations
- Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking ↗Takyoung Kim, Hoonsang Yoon, Yukyung Lee et al. · Short Papers7 citations
- Multitasking Framework for Unsupervised Simple Definition Generation ↗Cunliang Kong, Yun Chen, Hengyuan Zhang et al. · Long Papers7 citations
- Natural Language Processing for Multilingual Task-Oriented Dialogue ↗Evgeniia Razumovskaia, Goran Glavaš, Olga Majewska et al. · Tutorial Abstracts7 citations
- On the Effect of Isotropy on VAE Representations of Text ↗Lan Zhang, Wray Buntine, Ehsan Shareghi · Short Papers7 citations
- Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge ↗Linhai Zhang, Xuemeng Hu, Boyu Wang et al. · Long Papers7 citations
- Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ↗Qingxiu Dong, Ziwei Qin, Heming Xia et al. · Long Papers7 citations
- Probing the Robustness of Trained Metrics for Conversational Dialogue Systems ↗Jan Deriu, Don Tuggener, Pius Von Däniken et al. · Short Papers7 citations
- RELiC: Retrieving Evidence for Literary Claims ↗Katherine Thai, Yapei Chang, Kalpesh Krishna et al. · Long Papers7 citations
- RNSum: A Large-Scale Dataset for Automatic Release Note Generation via Commit Logs Summarization ↗Hisashi Kamezawa, Noriki Nishida, Nobuyuki Shimizu et al. · Long Papers7 citations
- SDR: Efficient Neural Re-ranking using Succinct Document Representation ↗Nachshon Cohen, Amit Portnoy, Besnik Fetahu et al. · Long Papers7 citations
- Simulating Bandit Learning from User Feedback for Extractive Question Answering ↗Ge Gao, Eunsol Choi, Yoav Artzi · Long Papers7 citations
- Substructure Distribution Projection for Zero-Shot Cross-Lingual Dependency Parsing ↗Freda Shi, Kevin Gimpel, Karen Livescu · Long Papers7 citations
- TeluguNER: Leveraging Multi-Domain Named Entity Recognition with Deep Transformers ↗Suma Reddy Duggenpudi, Subba Reddy Oota, Mounika Marreddy et al. · Student Research Workshop7 citations
- Towards Abstractive Grounded Summarization of Podcast Transcripts ↗Kaiqiang Song, Chen Li, Xiaoyang Wang et al. · Long Papers7 citations
- Translate-Train Embracing Translationese Artifacts ↗Sicheng Yu, Qianru Sun, Hao Zhang et al. · Short Papers7 citations
- UKP-SQUARE: An Online Platform for Question Answering Research ↗Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva et al. · System Demonstrations7 citations
- Which side are you on? Insider-Outsider classification in conspiracy-theoretic social media ↗Pavan Holur, Tianyi Wang, Shadi Shahsavari et al. · Long Papers7 citations
- A Comparison of Strategies for Source-Free Domain Adaptation ↗Xin Su, Yiyun Zhao, Steven Bethard · Long Papers6 citations
- A Meta-framework for Spatiotemporal Quantity Extraction from Text ↗Qiang Ning, Ben Zhou, Hao Wu et al. · Long Papers6 citations
- Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection ↗Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick et al. · Long Papers6 citations
- Adversarial Authorship Attribution for Deobfuscation ↗Wanyue Zhai, Jonathan Rusert, Zubair Shafiq et al. · Long Papers6 citations
- Answering Open-Domain Multi-Answer Questions via a Recall-then-Verify Framework ↗Zhihong Shao, Minlie Huang · Long Papers6 citations
- Automated Crossword Solving ↗Eric Wallace, Nicholas Tomlin, Albert Xu et al. · Long Papers6 citations
- Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ↗Robert Wolfe, Aylin Caliskan · Long Papers6 citations
- Does BERT Know that the IS-A Relation Is Transitive? ↗Ruixi Lin, Hwee Tou Ng · Short Papers6 citations
- Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning ↗Swarnadeep Saha, Prateek Yadav, Mohit Bansal · Long Papers6 citations
- Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT ↗Jing Zhao, Yifan Wang, Junwei Bao et al. · Long Papers6 citations
- Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa ↗Tommaso Fornaciari, Alexandra Uma, Massimo Poesio et al. · System Demonstrations6 citations
- Learning with Limited Text Data ↗Diyi Yang, Ankur Parikh, Colin Raffel · Tutorial Abstracts6 citations
- Measuring Fairness of Text Classifiers via Prediction Sensitivity ↗Satyapriya Krishna, Rahul Gupta, Apurv Verma et al. · Long Papers6 citations
- On the Robustness of Offensive Language Classifiers ↗Jonathan Rusert, Zubair Shafiq, Padmini Srinivasan · Long Papers6 citations
- Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization ↗Georgios Katsimpras, Georgios Paliouras · Long Papers6 citations
- Prix-LM: Pretraining for Multilingual Knowledge Base Construction ↗Wenxuan Zhou, Fangyu Liu, Ivan Vulić et al. · Long Papers6 citations
- Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection ↗Rajkumar Pujari, Erik Oveson, Priyanka Kulkarni et al. · Long Papers6 citations
- Scoping natural language processing in Indonesian and Malay for education applications ↗Zara Maxwell-Smith, Michelle Kohler, Hanna Suominen · Student Research Workshop6 citations
- SocioFillmore: A Tool for Discovering Perspectives ↗Gosse Minnema, Sara Gemelli, Chiara Zanchi et al. · System Demonstrations6 citations
- There's a Time and Place for Reasoning Beyond the Image ↗Xingyu Fu, Ben Zhou, Ishaan Chandratreya et al. · Long Papers6 citations
- A Checkpoint on Multilingual Misogyny Identification ↗Arianna Muti, Alberto Barrón-Cedeño · Student Research Workshop5 citations
- ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing ↗Ana Lucic, Maurits Bleeker, Samarth Bhargav et al. · Tutorial Abstracts5 citations
- Are Shortest Rationales the Best Explanations for Human Understanding? ↗Hua Shen, Tongshuang Wu, Wenbo Guo et al. · Short Papers5 citations
- BMInf: An Efficient Toolkit for Big Model Inference and Tuning ↗Xu Han, Guoyang Zeng, Weilin Zhao et al. · System Demonstrations5 citations
- Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining ↗Chih-chan Tien, Shane Steinert-Threlkeld · Long Papers5 citations
- Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations ↗Wei Chen, Yeyun Gong, Can Xu et al. · Long Papers5 citations
- Cree Corpus: A Collection of nêhiyawêwin Resources ↗Daniela Teodorescu, Josie Matalski, Delaney Lothian et al. · Long Papers5 citations
- Developmental Negation Processing in Transformer Language Models ↗Antonio Laverghetta Jr., John Licato · Short Papers5 citations
- E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models ↗Mohammad Akbari, Amin Banitalebi-Dehkordi, Yong Zhang · Long Papers5 citations
- Exploring and Adapting Chinese GPT to Pinyin Input Method ↗Minghuan Tan, Yong Dai, Duyu Tang et al. · Long Papers5 citations
- Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games ↗Dongwon Ryu, Ehsan Shareghi, Meng Fang et al. · Short Papers5 citations
- Focus on the Target's Vocabulary: Masked Label Smoothing for Machine Translation ↗Liang Chen, Runxin Xu, Baobao Chang · Short Papers5 citations
- Integrating Question Rewrites in Conversational Question Answering: A Reinforcement Learning Approach ↗Etsuko Ishii, Bryan Wilie, Yan Xu et al. · Student Research Workshop5 citations
- Language Diversity: Visible to Humans, Exploitable by Machines ↗Gábor Bella, Erdenebileg Byambadorj, Yamini Chandrashekar et al. · System Demonstrations5 citations
- Lexical Knowledge Internalization for Neural Dialog Generation ↗Zhiyong Wu, Wei Bi, Xiang Li et al. · Long Papers5 citations
- Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer ↗Huiyuan Lai, Antonio Toral, Malvina Nissim · Short Papers5 citations
- Non-neural Models Matter: a Re-evaluation of Neural Referring Expression Generation Systems ↗Fahime Same, Guanyi Chen, Kees Van Deemter · Long Papers5 citations
- On Efficiently Acquiring Annotations for Multilingual Models ↗Joel Ruben Antony Moniz, Barun Patra, Matthew Gormley · Short Papers5 citations
- Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ↗Prathyusha Jwalapuram, Shafiq Joty, Xiang Lin · Long Papers5 citations
- TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference ↗Changzai Pan, Maosong Sun, Ke Deng · Long Papers5 citations
- Towards Better Characterization of Paraphrases ↗Timothy Liu, De Wen Soh · Long Papers5 citations
- Unsupervised Dependency Graph Network ↗Yikang Shen, Shawn Tan, Alessandro Sordoni et al. · Long Papers5 citations
- A Flexible Multi-Task Model for BERT Serving ↗Tianwen Wei, Jianwei Qi, Shenghuan He · Short Papers4 citations
- A Gentle Introduction to Deep Nets and Opportunities for the Future ↗Kenneth Church, Valia Kordoni, Gary Marcus et al. · Tutorial Abstracts4 citations
- Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons ↗Akash Kumar Mohankumar, Mitesh Khapra · Long Papers · 🏆 Outstanding Paper4 citations
- Adaptor: Objective-Centric Adaptation Framework for Language Models ↗Michal Štefánik, Vít Novotný, Nikola Groverová et al. · System Demonstrations4 citations
- CaMEL: Case Marker Extraction without Labels ↗Leonie Weissweiler, Valentin Hofmann, Masoud Jalili Sabet et al. · Long Papers4 citations
- Compositional Generalization in Dependency Parsing ↗Emily Goodwin, Siva Reddy, Timothy O'Donnell et al. · Long Papers4 citations
- Compositional Semantics and Inference System for Temporal Order based on Japanese CCG ↗Tomoki Sugimoto, Hitomi Yanaka · Student Research Workshop4 citations
- Constrained Multi-Task Learning for Bridging Resolution ↗Hideo Kobayashi, Yufang Hou, Vincent Ng · Long Papers4 citations
- Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech ↗Yang Li, Cheng Yu, Guangzhi Sun et al. · Long Papers4 citations
- Dependency-based Mixture Language Models ↗Zhixian Yang, Xiaojun Wan · Long Papers4 citations
- Exploring Cross-lingual Text Detoxification with Large Multilingual Language Models. ↗Daniil Moskovskiy, Daryna Dementieva, Alexander Panchenko · Student Research Workshop4 citations
- Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection ↗Subhadarshi Panda, Sarah Ita Levitan · Student Research Workshop4 citations
- Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color ↗Sidsel Boldsen, Manex Agirrezabal, Nora Hollenstein · Long Papers4 citations
- Learning From Failure: Data Capture in an Australian Aboriginal Community ↗Eric Le Ferrand, Steven Bird, Laurent Besacier · Long Papers4 citations
- Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension ↗Chao Zhao, Wenlin Yao, Dian Yu et al. · Short Papers4 citations
- Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ↗Woojeong Jin, Dong-Ho Lee, Chenguang Zhu et al. · Long Papers4 citations
- Life after BERT: What do Other Muppets Understand about Language? ↗Vladislav Lialin, Kevin Zhao, Namrata Shivagunde et al. · Long Papers4 citations
- Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts ↗Maryam Davoodi, Eric Waltenburg, Dan Goldwasser · Long Papers4 citations
- Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents ↗Biao Zhang, Ankur Bapna, Melvin Johnson et al. · Long Papers4 citations
- Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ↗Ruipeng Jia, Xingxing Zhang, Yanan Cao et al. · Long Papers4 citations
- On the Locality of Attention in Direct Speech Translation ↗Belen Alastruey, Javier Ferrando, Gerard I. Gállego et al. · Student Research Workshop4 citations
- Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue ↗Jiawei Zhou, Jason Eisner, Michael Newman et al. · Long Papers · 🏆 Outstanding Paper4 citations
- Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ↗Vivek Gupta, Shuo Zhang, Alakananda Vempala et al. · Long Papers4 citations
- Scheduled Multi-task Learning for Neural Chat Translation ↗Yunlong Liang, Fandong Meng, Jinan Xu et al. · Long Papers4 citations
- Sub-Word Alignment is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation ↗Minhan Xu, Yu Hong · Short Papers4 citations
- Towards Comprehensive Patent Approval Predictions:Beyond Traditional Document Classification ↗Xiaochen Gao, Zhaoyi Hou, Yifei Ning et al. · Long Papers4 citations
- TwittIrish: A Universal Dependencies Treebank of Tweets in Modern Irish ↗Lauren Cassidy, Teresa Lynn, James Barry et al. · Long Papers4 citations
- Vision-Language Pretraining: Current Trends and the Future ↗Aishwarya Agrawal, Damien Teney, Aida Nematzadeh · Tutorial Abstracts4 citations
- ABC: Attention with Bounded-memory Control ↗Hao Peng, Jungo Kasai, Nikolaos Pappas et al. · Long Papers3 citations
- Building a Dialogue Corpus Annotated with Expressed and Experienced Emotions ↗Tatsuya Ide, Daisuke Kawahara · Student Research Workshop3 citations
- C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References ↗Xiang Yue, Xiaoman Pan, Wenlin Yao et al. · Short Papers3 citations
- Characterizing Idioms: Conventionality and Contingency ↗Michaela Socolof, Jackie Chi Kit Cheung, Michael Wagner et al. · Long Papers3 citations
- CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment ↗Lütfi Kerem Senel, Timo Schick, Hinrich Schuetze · Short Papers3 citations
- Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking ↗Yingrui Yang, Yifan Qiao, Tao Yang · Long Papers3 citations
- Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling ↗Elena Álvarez-Mellado, Constantine Lignos · Long Papers3 citations
- Ethical Considerations for Low-resourced Machine Translation ↗Levon Haroutunian · Student Research Workshop3 citations
- Evaluating zero-shot transfers and multilingual models for dependency parsing and POS tagging within the low-resource language family Tupían ↗Frederic Blum · Student Research Workshop3 citations
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