NAACL 2022: all accepted papers
- Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts ↗Felix Drinkall, Stefan Zohren, Janet Pierrehumbert8 citations
- Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts ↗Rujun Han, Hong Chen, Yufei Tian et al.8 citations
- Inducing and Using Alignments for Transition-based AMR Parsing ↗Andrew Drozdov, Jiawei Zhou, Radu Florian et al.8 citations
- Interactive Query-Assisted Summarization via Deep Reinforcement Learning ↗Ori Shapira, Ramakanth Pasunuru, Mohit Bansal et al.8 citations
- Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition ↗Pengshan Cai, Hui Wan, Fei Liu et al.8 citations
- Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training ↗Yuanxin Liu, Fandong Meng, Zheng Lin et al.8 citations
- Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling ↗Jakob Prange, Nathan Schneider, Lingpeng Kong8 citations
- MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification ↗Jianhai Zhang, Mieradilijiang Maimaiti, Gao Xing et al.8 citations
- Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning ↗Angelo Ziletti, Alan Akbik, Christoph Berns et al. · Industry Track8 citations
- Multimodal Dialogue State Tracking ↗Hung Le, Nancy Chen, Steven Hoi8 citations
- On Synthetic Data for Back Translation ↗Jiahao Xu, Yubin Ruan, Wei Bi et al.8 citations
- On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning ↗Tingting Ma, Qianhui Wu, Zhiwei Yu et al.8 citations
- Probing via Prompting ↗Jiaoda Li, Ryan Cotterell, Mrinmaya Sachan8 citations
- Progressive Class Semantic Matching for Semi-supervised Text Classification ↗Haiming Xu, Lingqiao Liu, Ehsan Abbasnejad8 citations
- Putting the Con in Context: Identifying Deceptive Actors in the Game of Mafia ↗Samee Ibraheem, Gaoyue Zhou, John DeNero8 citations
- Recognition of They/Them as Singular Personal Pronouns in Coreference ResolutionConnor Baumler, Rachel Rudinger8 citations · our summary
- Residue-Based Natural Language Adversarial Attack Detection ↗Vyas Raina, Mark Gales8 citations
- Simple Local Attentions Remain Competitive for Long-Context Tasks ↗Wenhan Xiong, Barlas Oguz, Anchit Gupta et al.8 citations
- Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting ↗Qingfeng Sun, Can Xu, Huang Hu et al.8 citations
- Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models ↗Patrick Huber, Giuseppe Carenini8 citations
- AISFG: Abundant Information Slot Filling Generator ↗Yang Yan, Junda Ye, Zhongbao Zhang et al.7 citations
- Ask Me Anything in Your Native Language ↗Nikita Sorokin, Dmitry Abulkhanov, Irina Piontkovskaya et al.7 citations
- Causal Distillation for Language Models ↗Zhengxuan Wu, Atticus Geiger, Joshua Rozner et al.7 citations
- CompactIE: Compact Facts in Open Information Extraction ↗Farima Fatahi Bayat, Nikita Bhutani, H. Jagadish7 citations
- Disentangled Action Recognition with Knowledge Bases ↗Zhekun Luo, Shalini Ghosh, Devin Guillory et al.7 citations
- Distantly Supervised Aspect Clustering And Naming For E-Commerce Reviews ↗Prateek Sircar, Aniket Chakrabarti, Deepak Gupta et al. · Industry Track7 citations
- Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation ↗Guangyi Liu, Zichao Yang, Tianhua Tao et al.7 citations
- Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model ↗Gongzheng Li, Yadong Xi, Jingzhen Ding et al. · Industry Track7 citations
- End-to-End Chinese Speaker Identification ↗Dian Yu, Ben Zhou, Dong Yu7 citations
- Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation ↗Shumpei Inoue, Tsungwei Liu, Son Nguyen et al.7 citations
- Enhancing Self-Attention with Knowledge-Assisted Attention Maps ↗Jiangang Bai, Yujing Wang, Hong Sun et al.7 citations
- Identifying Corporate Credit Risk Sentiments from Financial News ↗Noujoud Ahbali, Xinyuan Liu, Albert Nanda et al. · Industry Track7 citations
- Interpretable Proof Generation via Iterative Backward Reasoning ↗Hanhao Qu, Yu Cao, Jun Gao et al.7 citations
- Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization ↗Jingyi You, Dongyuan Li, Hidetaka Kamigaito et al.7 citations
- Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image Retrieval ↗Siyu Ren, Kenny Zhu7 citations
- Learning to Express in Knowledge-Grounded Conversation ↗Xueliang Zhao, Tingchen Fu, Chongyang Tao et al.7 citations
- MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection ↗Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt et al.7 citations
- MOVER: Mask, Over-generate and Rank for Hyperbole Generation ↗Yunxiang Zhang, Xiaojun Wan7 citations
- Machine-in-the-Loop Rewriting for Creative Image Captioning ↗Vishakh Padmakumar, He He7 citations
- Multi-Domain Targeted Sentiment Analysis ↗Orith Toledo-Ronen, Matan Orbach, Yoav Katz et al.7 citations
- Original or Translated? A Causal Analysis of the Impact of Translationese on Machine Translation Performance ↗Jingwei Ni, Zhijing Jin, Markus Freitag et al.7 citations
- Strong Heuristics for Named Entity Linking ↗Marko Čuljak, Andreas Spitz, Robert West et al. · Student Research Workshop7 citations
- Syn2Vec: Synset Colexification Graphs for Lexical Semantic Similarity ↗John Harvill, Roxana Girju, Mark Hasegawa-Johnson7 citations
- Text Style Transfer via Optimal Transport ↗Nasim Nouri7 citations
- A Structured Span Selector ↗Tianyu Liu, Yuchen Jiang, Ryan Cotterell et al.6 citations
- A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation ↗Kexun Zhang, Rui Wang, Xu Tan et al.6 citations
- AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization ↗Alexander Fabbri, Xiaojian Wu, Srini Iyer et al.6 citations
- Augmenting Poetry Composition with Verse by Verse ↗David Uthus, Maria Voitovich, R.J. Mical · Industry Track6 citations
- CORWA: A Citation-Oriented Related Work Annotation Dataset ↗Xiangci Li, Biswadip Mandal, Jessica Ouyang6 citations
- ChapterBreak: A Challenge Dataset for Long-Range Language Models ↗Simeng Sun, Katherine Thai, Mohit Iyyer6 citations
- Combining Humor and Sarcasm for Improving Political Parody Detection ↗Xiao Ao, Danae Sanchez Villegas, Daniel Preotiuc-Pietro et al.6 citations
- Cooperative Self-training of Machine Reading Comprehension ↗Hongyin Luo, Shang-Wen Li, Mingye Gao et al.6 citations
- ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models ↗Junyi Li, Tianyi Tang, Zheng Gong et al.6 citations
- ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction ↗Xun Yuan, Derek Pham, Sam Davidson et al.6 citations
- Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks ↗Ruixiang Cui, Daniel Hershcovich, Anders Søgaard6 citations
- Generate, Evaluate, and Select: A Dialogue System with a Response Evaluator for Diversity-Aware Response Generation ↗Ryoma Sakaeda, Daisuke Kawahara · Student Research Workshop6 citations
- Generic and Trend-aware Curriculum Learning for Relation Extraction ↗Nidhi Vakil, Hadi Amiri6 citations
- Knowledge extraction from aeronautical messages (NOTAMs) with self-supervised language models for aircraft pilots ↗Alexandre Arnold, Fares Ernez, Catherine Kobus et al. · Industry Track6 citations
- Label Definitions Improve Semantic Role Labeling ↗Li Zhang, Ishan Jindal, Yunyao Li6 citations
- Language Model Augmented Monotonic Attention for Simultaneous Translation ↗Sathish Reddy Indurthi, Mohd Abbas Zaidi, Beomseok Lee et al.6 citations
- Long-term Control for Dialogue Generation: Methods and Evaluation ↗Ramya Ramakrishnan, Hashan Narangodage, Mauro Schilman et al.6 citations
- Modeling Exemplification in Long-form Question Answering via Retrieval ↗Shufan Wang, Fangyuan Xu, Laure Thompson et al.6 citations
- Non-Autoregressive Chinese ASR Error Correction with Phonological Training ↗Zheng Fang, Ruiqing Zhang, Zhongjun He et al.6 citations
- Paragraph-based Transformer Pre-training for Multi-Sentence Inference ↗Luca Di Liello, Siddhant Garg, Luca Soldaini et al.6 citations
- Quantifying Adaptability in Pre-trained Language Models with 500 Tasks ↗Belinda Li, Jane Yu, Madian Khabsa et al.6 citations
- SETSum: Summarization and Visualization of Student Evaluations of Teaching ↗Yinuo Hu, Shiyue Zhang, Viji Sathy et al. · System Demonstrations6 citations
- Unsupervised Slot Schema Induction for Task-oriented Dialog ↗Dian Yu, Mingqiu Wang, Yuan Cao et al.6 citations
- A Data Cartography based MixUp for Pre-trained Language Models ↗Seo Yeon Park, Cornelia Caragea5 citations
- Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks ↗Anton Chernyavskiy, Dmitry Ilvovsky, Pavel Kalinin et al.5 citations
- Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling ↗Nuo Chen, Linjun Shou, Ming Gong et al.5 citations
- Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations ↗Akiko Eriguchi, Shufang Xie, Tao Qin et al.5 citations
- Collective Relevance Labeling for Passage Retrieval ↗Jihyuk Kim, Minsoo Kim, Seung-won Hwang5 citations
- D2U: Distance-to-Uniform Learning for Out-of-Scope Detection ↗Eyup Yilmaz, Cagri Toraman5 citations
- DadmaTools: Natural Language Processing Toolkit for Persian Language ↗Romina Etezadi, Mohammad Karrabi, Najmeh Zare et al. · System Demonstrations5 citations
- Data Augmentation with Dual Training for Offensive Span Detection ↗Nasim Nouri5 citations
- Do Deep Neural Nets Display Human-like Attention in Short Answer Scoring? ↗Zijie Zeng, Xinyu Li, Dragan Gasevic et al.5 citations
- Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs ↗Songlin Yang, Wei Liu, Kewei Tu5 citations
- EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification ↗Minyi Zhao, Lu Zhang, Yi Xu et al.5 citations
- Exploring the Effect of Dialect Mismatched Language Models in Telugu Automatic Speech Recognition ↗Aditya Yadavalli, Ganesh Sai Mirishkar, Anil Vuppala · Student Research Workshop5 citations
- GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering ↗Yoonseok Yang, Kyu Seok Kim, Minsam Kim et al.5 citations
- Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation ↗Siyu Lai, Zhen Yang, Fandong Meng et al.5 citations
- Human-Centered Evaluation of Explanations ↗Jordan Boyd-Graber, Samuel Carton, Shi Feng et al. · Tutorial Abstracts5 citations
- Learning Natural Language Generation with Truncated Reinforcement Learning ↗Alice Martin, Guillaume Quispe, Charles Ollion et al.5 citations
- Locally Aggregated Feature Attribution on Natural Language Model Understanding ↗Sheng Zhang, Jin Wang, Haitao Jiang et al.5 citations
- Massive-scale Decoding for Text Generation using Lattices ↗Jiacheng Xu, Siddhartha Jonnalagadda, Greg Durrett5 citations
- Multi-Relational Graph Transformer for Automatic Short Answer Grading ↗Rajat Agarwal, Varun Khurana, Karish Grover et al.5 citations
- New Frontiers of Information Extraction ↗Muhao Chen, Lifu Huang, Manling Li et al. · Tutorial Abstracts5 citations
- On the Robustness of Reading Comprehension Models to Entity Renaming ↗Jun Yan, Yang Xiao, Sagnik Mukherjee et al.5 citations
- RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators ↗Rilwan Adewoyin, Ritabrata Dutta, Yulan He5 citations
- Self-supervised Representation Learning for Speech Processing ↗Hung-yi Lee, Abdelrahman Mohamed, Shinji Watanabe et al. · Tutorial Abstracts5 citations
- Social Norms Guide Reference Resolution ↗Mitchell Abrams, Matthias Scheutz5 citations
- Abstraction not Memory: BERT and the English Article System ↗Harish Tayyar Madabushi, Dagmar Divjak, Petar Milin4 citations
- CTM - A Model for Large-Scale Multi-View Tweet Topic Classification ↗Vivek Kulkarni, Kenny Leung, Aria Haghighi · Industry Track4 citations
- CoSe-Co: Text Conditioned Generative CommonSense Contextualizer ↗Rachit Bansal, Milan Aggarwal, Sumit Bhatia et al.4 citations
- Conceptualizing Treatment Leakage in Text-based Causal Inference ↗Adel Daoud, Connor Jerzak, Richard Johansson4 citations
- Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding ↗Zeming Chen, Qiyue Gao4 citations
- DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper Articles ↗Encarnación Segarra Soriano, Vicent Ahuir, Lluís-F. Hurtado et al.4 citations
- Defending Compositionality in Emergent Languages ↗Michal Auersperger, Pavel Pecina · Student Research Workshop4 citations
- Developing a Production System for Purpose of Call Detection in Business Phone Conversations ↗Elena Khasanova, Pooja Hiranandani, Shayna Gardiner et al. · Industry Track4 citations
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