NAACL 2022: all accepted papers
- Early Rumor Detection Using Neural Hawkes Process with a New Benchmark Dataset ↗Fengzhu Zeng, Wei Gao15 citations
- FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation ↗Zi-Yi Dou, Nanyun Peng15 citations
- Few-Shot Document-Level Relation Extraction ↗Nicholas Popovic, Michael Färber15 citations
- Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation ↗Jinyi Hu, Xiaoyuan Yi, Wenhao Li et al.15 citations
- How Gender Debiasing Affects Internal Model Representations, and Why It Matters ↗Hadas Orgad, Seraphina Goldfarb-Tarrant, Yonatan Belinkov15 citations
- Investigating Crowdsourcing Protocols for Evaluating the Factual Consistency of Summaries ↗Xiangru Tang, Alexander Fabbri, Haoran Li et al.15 citations
- Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens ↗Itay Itzhak, Omer Levy15 citations
- Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models ↗Karolina Stanczak, Edoardo Ponti, Lucas Torroba Hennigen et al.15 citations
- Tutorial on Multimodal Machine Learning ↗Louis-Philippe Morency, Paul Pu Liang, Amir Zadeh · Tutorial Abstracts15 citations
- Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation ↗Giscard Biamby, Grace Luo, Trevor Darrell et al.15 citations
- When a sentence does not introduce a discourse entity, Transformer-based models still sometimes refer to it ↗Sebastian Schuster, Tal Linzen15 citations
- DialSummEval: Revisiting Summarization Evaluation for Dialogues ↗Mingqi Gao, Xiaojun Wan14 citations
- ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization ↗Mengsay Loem, Sho Takase, Masahiro Kaneko et al. · Student Research Workshop14 citations
- FRUIT: Faithfully Reflecting Updated Information in Text ↗Robert L. Logan IV, Alexandre Passos, Sameer Singh et al. · 🏆 Best new task paper (tied)14 citations
- Identifying Implicitly Abusive Remarks about Identity Groups using a Linguistically Informed Approach ↗Michael Wiegand, Elisabeth Eder, Josef Ruppenhofer14 citations
- Long Context Question Answering via Supervised Contrastive Learning ↗Avi Caciularu, Ido Dagan, Jacob Goldberger et al.14 citations
- PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding ↗Antoine Chaffin, Vincent Claveau, Ewa Kijak14 citations
- Persona-Guided Planning for Controlling the Protagonist's Persona in Story Generation ↗Zhexin Zhang, Jiaxin Wen, Jian Guan et al.14 citations
- Semantic Diversity in Dialogue with Natural Language Inference ↗Katherine Stasaski, Marti Hearst14 citations
- Sentence-Level Resampling for Named Entity Recognition ↗Xiaochen Wang, Yue Wang14 citations
- Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation ↗Prakhar Saxena, Yin Jou Huang, Sadao Kurohashi · Student Research Workshop14 citations
- VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems ↗Hung Le, Nancy Chen, Steven Hoi14 citations
- Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions ↗Elior Sulem, Jamaal Hay, Dan Roth14 citations
- You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas ↗Haoran Li, Yangqiu Song, Lixin Fan14 citations
- A Double-Graph Based Framework for Frame Semantic ParsingCe Zheng, Xudong Chen, Runxin Xu et al.13 citations · our summary
- Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis ↗Jiahao Cao, Rui Liu, Huailiang Peng et al.13 citations
- BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations ↗Md Tahmid Rahman Laskar, Cheng Chen, Aliaksandr Martsinovich et al. · Industry Track13 citations
- Domain Confused Contrastive Learning for Unsupervised Domain Adaptation ↗Quanyu Long, Tianze Luo, Wenya Wang et al.13 citations
- Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization ↗Lulu Zhao, Fujia Zheng, Weihao Zeng et al.13 citations
- Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables ↗Nan Hu, Zirui Wu, Yuxuan Lai et al.13 citations
- Event Schema Induction with Double Graph Autoencoders ↗Xiaomeng Jin, Manling Li, Heng Ji13 citations
- How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns ↗Stephanie Brandl, Ruixiang Cui, Anders Søgaard13 citations
- Label Anchored Contrastive Learning for Language Understanding ↗Zhenyu Zhang, Yuming Zhao, Meng Chen et al.13 citations
- Modeling Multi-Granularity Hierarchical Features for Relation Extraction ↗Xinnian Liang, Shuangzhi Wu, Mu Li et al.13 citations
- Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction ↗Liyan Xu, Jinho Choi13 citations
- Nearest Neighbor Knowledge Distillation for Neural Machine Translation ↗Zhixian Yang, Renliang Sun, Xiaojun Wan13 citations
- Non-Autoregressive Machine Translation: It's Not as Fast as it Seems ↗Jindřich Helcl, Barry Haddow, Alexandra Birch13 citations
- Provably Confidential Language Modelling ↗Xuandong Zhao, Lei Li, Yu-Xiang Wang13 citations
- TVShowGuess: Character Comprehension in Stories as Speaker Guessing ↗Yisi Sang, Xiangyang Mou, Mo Yu et al.13 citations
- The Why and The How: A Survey on Natural Language Interaction in Visualization ↗Henrik Voigt, Ozge Alacam, Monique Meuschke et al.13 citations
- A Balanced Data Approach for Evaluating Cross-Lingual Transfer: Mapping the Linguistic Blood Bank ↗Dan Malkin, Tomasz Limisiewicz, Gabriel Stanovsky · 🏆 Honorable mention for contribution to methods12 citations
- Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models ↗Ramit Sawhney, Shivam Agarwal, Vivek Mittal et al.12 citations
- ExSum: From Local Explanations to Model Understanding ↗Yilun Zhou, Marco Tulio Ribeiro, Julie Shah12 citations
- GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers ↗Ali Modarressi, Mohsen Fayyaz, Yadollah Yaghoobzadeh et al.12 citations
- KroneckerBERT: Significant Compression of Pre-trained Language Models Through Kronecker Decomposition and Knowledge Distillation ↗Marzieh Tahaei, Ella Charlaix, Vahid Nia et al.12 citations
- Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning ↗Yu Jin Kim, Beong-woo Kwak, Youngwook Kim et al.12 citations
- Political Ideology and Polarization: A Multi-dimensional Approach ↗Barea Sinno, Bernardo Oviedo, Katherine Atwell et al.12 citations
- Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio ↗Yizhu Liu, Qi Jia, Kenny Zhu12 citations
- Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection ↗Angelica Chen, Vicky Zayats, Daniel Walker et al.12 citations
- Towards Efficient NLP: A Standard Evaluation and A Strong Baseline ↗Xiangyang Liu, Tianxiang Sun, Junliang He et al.12 citations
- Training Mixed-Domain Translation Models via Federated Learning ↗Peyman Passban, Tanya Roosta, Rahul Gupta et al.12 citations
- Tricks for Training Sparse Translation Models ↗Dheeru Dua, Shruti Bhosale, Vedanuj Goswami et al.12 citations
- What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig Harris ↗Mikael Brunila, Jack LaViolette12 citations
- Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features ↗Yufei Tian, Nanyun Peng12 citations
- Consistency Training with Virtual Adversarial Discrete Perturbation ↗Jungsoo Park, Gyuwan Kim, Jaewoo Kang11 citations
- From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization ↗Yue Fang, Hainan Zhang, Hongshen Chen et al.11 citations
- Guiding Visual Question Generation ↗Nihir Vedd, Zixu Wang, Marek Rei et al.11 citations
- Improving Entity Disambiguation by Reasoning over a Knowledge Base ↗Tom Ayoola, Joseph Fisher, Andrea Pierleoni11 citations
- Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy ↗Allison Lahnala, Charles Welch, Béla Neuendorf et al.11 citations
- NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge ↗Alexander Spangher, Xiang Ren, Jonathan May et al. · 🏆 Honorable mention for contributions to resources11 citations
- On the Use of External Data for Spoken Named Entity Recognition ↗Ankita Pasad, Felix Wu, Suwon Shon et al.11 citations
- Robust Conversational Agents against Imperceptible Toxicity Triggers ↗Ninareh Mehrabi, Ahmad Beirami, Fred Morstatter et al.11 citations
- SUBS: Subtree Substitution for Compositional Semantic Parsing ↗Jingfeng Yang, Le Zhang, Diyi Yang11 citations
- Towards Open-Domain Topic Classification ↗Hantian Ding, Jinrui Yang, Yuqian Deng et al. · System Demonstrations11 citations
- A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning ↗Yu Wang, Vijay Srinivasan, Hongxia Jin10 citations
- CS1QA: A Dataset for Assisting Code-based Question Answering in an Introductory Programming Course ↗Changyoon Lee, Yeon Seonwoo, Alice Oh10 citations
- DocAMR: Multi-Sentence AMR Representation and EvaluationTahira Naseem, Austin Blodgett, Sadhana Kumaravel et al.10 citations · our summary
- DocTime: A Document-level Temporal Dependency Graph Parser ↗Puneet Mathur, Vlad Morariu, Verena Kaynig-Fittkau et al.10 citations
- Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering ↗Rajat Kumar, Mayur Patidar, Vaibhav Varshney et al.10 citations
- Learning Dialogue Representations from Consecutive Utterances ↗Zhihan Zhou, Dejiao Zhang, Wei Xiao et al.10 citations
- Non-Autoregressive Neural Machine Translation with Consistency Regularization Optimized Variational Framework ↗Minghao Zhu, Junli Wang, Chungang Yan10 citations
- On Curriculum Learning for Commonsense Reasoning ↗Adyasha Maharana, Mohit Bansal10 citations
- PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining ↗Machel Reid, Mikel Artetxe10 citations
- Semantically Informed Slang Interpretation ↗Zhewei Sun, Richard Zemel, Yang Xu10 citations
- A Corpus for Understanding and Generating Moral Stories ↗Jian Guan, Ziqi Liu, Minlie Huang9 citations
- A Dataset for N-ary Relation Extraction of Drug Combinations ↗Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni et al.9 citations
- Adaptable Adapters ↗Nafise Moosavi, Quentin Delfosse, Kristian Kersting et al.9 citations
- An End-to-End Dialogue Summarization System for Sales Calls ↗Abedelkadir Asi, Song Wang, Roy Eisenstadt et al. · Industry Track9 citations
- Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation ↗Pengzhi Gao, Zhongjun He, Hua Wu et al.9 citations
- Boosted Dense Retriever ↗Patrick Lewis, Barlas Oguz, Wenhan Xiong et al.9 citations
- Compositional Task-Oriented Parsing as Abstractive Question Answering ↗Wenting Zhao, Konstantine Arkoudas, Weiqi Sun et al.9 citations
- Constraint-based Multi-hop Question Answering with Knowledge Graph ↗Sayantan Mitra, Roshni Ramnani, Shubhashis Sengupta · Industry Track9 citations
- Diversifying Neural Dialogue Generation via Negative Distillation ↗Yiwei Li, Shaoxiong Feng, Bin Sun et al.9 citations
- Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering ↗Jianguo Mao, Wenbin Jiang, Xiangdong Wang et al.9 citations
- Few-shot fine-tuning SOTA summarization models for medical dialogues ↗David Fraile Navarro, Mark Dras, Shlomo Berkovsky · Student Research Workshop9 citations
- GMN: Generative Multi-modal Network for Practical Document Information Extraction ↗Haoyu Cao, Jiefeng Ma, Antai Guo et al.9 citations
- OPERA: Operation-Pivoted Discrete Reasoning over Text ↗Yongwei Zhou, Junwei Bao, Chaoqun Duan et al.9 citations
- Partner Personas Generation for Dialogue Response Generation ↗Hongyuan Lu, Wai Lam, Hong Cheng et al.9 citations
- Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers ↗Vivek Kumar, Rishabh Maheshwary, Vikram Pudi9 citations
- Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds ↗Yu Zhang, Yu Meng, Xuan Wang et al.9 citations
- TurkishDelightNLP: A Neural Turkish NLP Toolkit ↗Huseyin Alecakir, Necva Bölücü, Burcu Can · System Demonstrations9 citations
- User-Centric Gender Rewriting ↗Bashar Alhafni, Nizar Habash, Houda Bouamor9 citations
- An Exploration of Post-Editing Effectiveness in Text Summarization ↗Vivian Lai, Alison Smith-Renner, Ke Zhang et al.8 citations
- CREATER: CTR-driven Advertising Text Generation with Controlled Pre-Training and Contrastive Fine-Tuning ↗Penghui Wei, Xuanhua Yang, ShaoGuo Liu et al. · Industry Track8 citations
- Database Search Results Disambiguation for Task-Oriented Dialog Systems ↗Kun Qian, Satwik Kottur, Ahmad Beirami et al.8 citations
- Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media ↗Lixing Zhu, Zheng Fang, Gabriele Pergola et al.8 citations
- Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification ↗Xiaolei Huang8 citations
- FPI: Failure Point Isolation in Large-scale Conversational Assistants ↗Rinat Khaziev, Usman Shahid, Tobias Röding et al. · Industry Track8 citations
- Federated Learning with Noisy User Feedback ↗Rahul Sharma, Anil Ramakrishna, Ansel MacLaughlin et al.8 citations
- Few-shot Subgoal Planning with Language Models ↗Lajanugen Logeswaran, Yao Fu, Moontae Lee et al.8 citations
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