NAACL 2021: all accepted papers
- Augmenting Knowledge-grounded Conversations with Sequential Knowledge Transition ↗Haolan Zhan, Hainan Zhang, Hongshen Chen et al.29 citations
- Multi-Modal Image Captioning for the Visually Impaired ↗Hiba Ahsan, Daivat Bhatt, Kaivan Shah et al. · Student Research Workshop29 citations
- Multilingual BERT Post-Pretraining Alignment ↗Lin Pan, Chung-Wei Hang, Haode Qi et al.29 citations
- Olá, Bonjour, Salve! XFORMAL: A Benchmark for Multilingual Formality Style Transfer ↗Eleftheria Briakou, Di Lu, Ke Zhang et al.29 citations
- Ab Antiquo: Neural Proto-language Reconstruction ↗Carlo Meloni, Shauli Ravfogel, Yoav Goldberg28 citations
- Domain Divergences: A Survey and Empirical Analysis ↗Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan et al.28 citations
- Edge: Enriching Knowledge Graph Embeddings with External Text ↗Saed Rezayi, Handong Zhao, Sungchul Kim et al.28 citations
- Lifelong Learning of Hate Speech Classification on Social Media ↗Jing Qian, Hong Wang, Mai ElSherief et al.28 citations
- Noisy Self-Knowledge Distillation for Text Summarization ↗Yang Liu, Sheng Shen, Mirella Lapata28 citations
- On Learning Text Style Transfer with Direct Rewards ↗Yixin Liu, Graham Neubig, John Wieting28 citations
- A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference ResolutionTuan Lai, Heng Ji, Trung Bui et al.27 citations · our summary
- Certified Robustness to Word Substitution Attack with Differential Privacy ↗Wenjie Wang, Pengfei Tang, Jian Lou et al.27 citations
- Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network ↗Haoran Wu, Wei Chen, Shuang Xu et al.27 citations
- Faithfully Explainable Recommendation via Neural Logic Reasoning ↗Yaxin Zhu, Yikun Xian, Zuohui Fu et al.27 citations
- How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds ↗Prithviraj Ammanabrolu, Jack Urbanek, Margaret Li et al.27 citations
- Limitations of Autoregressive Models and Their Alternatives ↗Chu-Cheng Lin, Aaron Jaech, Xin Li et al.27 citations
- Modeling the Severity of Complaints in Social Media ↗Mali Jin, Nikolaos Aletras27 citations
- Non-Autoregressive Translation by Learning Target Categorical Codes ↗Yu Bao, Shujian Huang, Tong Xiao et al.27 citations
- Sliding Selector Network with Dynamic Memory for Extractive Summarization of Long Documents ↗Peng Cui, Le Hu27 citations
- Template Filling with Generative Transformers ↗Xinya Du, Alexander Rush, Claire Cardie27 citations
- Adversarial Self-Supervised Learning for Out-of-Domain Detection ↗Zhiyuan Zeng, Keqing He, Yuanmeng Yan et al.26 citations
- CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems ↗Kushal Chawla, Jaysa Ramirez, Rene Clever et al.26 citations
- DATE: Detecting Anomalies in Text via Self-Supervision of Transformers ↗Andrei Manolache, Florin Brad, Elena Burceanu26 citations
- Improving Cross-Modal Alignment in Vision Language Navigation via Syntactic Information ↗Jialu Li, Hao Tan, Mohit Bansal26 citations
- Learning to Recognize Dialect Features ↗Dorottya Demszky, Devyani Sharma, Jonathan Clark et al.26 citations
- Practical Transformer-based Multilingual Text Classification ↗Cindy Wang, Michele Banko · Industry Papers26 citations
- Refining Targeted Syntactic Evaluation of Language Models ↗Benjamin Newman, Kai-Siang Ang, Julia Gong et al.26 citations
- StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer ↗Yiwei Lyu, Paul Pu Liang, Hai Pham et al.26 citations
- Case Study: Deontological Ethics in NLP ↗Shrimai Prabhumoye, Brendon Boldt, Ruslan Salakhutdinov et al.25 citations
- Improving Evidence Retrieval for Automated Explainable Fact-Checking ↗Chris Samarinas, Wynne Hsu, Mong Li Lee · Demonstrations25 citations
- On learning and representing social meaning in NLP: a sociolinguistic perspective ↗Dong Nguyen, Laura Rosseel, Jack Grieve25 citations
- Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources ↗Simone Conia, Andrea Bacciu, Roberto Navigli · 🏆 Outstanding Long Paper25 citations
- Constructing Taxonomies from Pretrained Language Models ↗Catherine Chen, Kevin Lin, Dan Klein24 citations
- EventPlus: A Temporal Event Understanding Pipeline ↗Mingyu Derek Ma, Jiao Sun, Mu Yang et al. · Demonstrations24 citations
- Latent-Optimized Adversarial Neural Transfer for Sarcasm DetectionXu Guo, Boyang Li, Han Yu et al.24 citations · our summary
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning ↗Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee et al.24 citations
- Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents ↗Mohammad Kachuee, Hao Yuan, Young-Bum Kim et al.24 citations
- Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA ↗Yonatan Bitton, Gabriel Stanovsky, Roy Schwartz et al.23 citations
- Choose Your Own Adventure: Paired Suggestions in Collaborative Writing for Evaluating Story Generation Models ↗Elizabeth Clark, Noah A. Smith23 citations
- Knowledge Guided Metric Learning for Few-Shot Text Classification ↗Dianbo Sui, Yubo Chen, Binjie Mao et al.23 citations
- On the Transformer Growth for Progressive BERT Training ↗Xiaotao Gu, Liyuan Liu, Hongkun Yu et al.23 citations
- Posterior Differential Regularization with f-divergence for Improving Model Robustness ↗Hao Cheng, Xiaodong Liu, Lis Pereira et al.23 citations
- RECONSIDER: Improved Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering ↗Srinivasan Iyer, Sewon Min, Yashar Mehdad et al.23 citations
- Do Syntactic Probes Probe Syntax? Experiments with Jabberwocky Probing ↗Rowan Hall Maudslay, Ryan Cotterell22 citations
- Hie-BART: Document Summarization with Hierarchical BART ↗Kazuki Akiyama, Akihiro Tamura, Takashi Ninomiya · Student Research Workshop22 citations
- Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis ↗Xutan Peng, Guanyi Chen, Chenghua Lin et al.22 citations
- MM-AVS: A Full-Scale Dataset for Multi-modal Summarization ↗Xiyan Fu, Jun Wang, Zhenglu Yang22 citations
- Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation ↗Yongchang Hao, Shilin He, Wenxiang Jiao et al.22 citations
- Self-Supervised Test-Time Learning for Reading Comprehension ↗Pratyay Banerjee, Tejas Gokhale, Chitta Baral22 citations
- UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost ↗Zhen Wu, Lijun Wu, Qi Meng et al.22 citations
- WEC: Deriving a Large-scale Cross-document Event Coreference dataset from WikipediaAlon Eirew, Arie Cattan, Ido Dagan22 citations · our summary
- An Empirical Comparison of Instance Attribution Methods for NLP ↗Pouya Pezeshkpour, Sarthak Jain, Byron Wallace et al.21 citations
- Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning ↗Jason Wei, Chengyu Huang, Soroush Vosoughi et al.21 citations
- Fool Me Twice: Entailment from Wikipedia Gamification ↗Julian Eisenschlos, Bhuwan Dhingra, Jannis Bulian et al.21 citations
- How Robust are Fact Checking Systems on Colloquial Claims? ↗Byeongchang Kim, Hyunwoo Kim, Seokhee Hong et al.21 citations
- OodGAN: Generative Adversarial Network for Out-of-Domain Data Generation ↗Petr Marek, Vishal Ishwar Naik, Anuj Goyal et al. · Industry Papers21 citations
- Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective ↗Xiaoyu Tong, Ekaterina Shutova, Martha Lewis21 citations
- SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation ↗Luigi Procopio, Rocco Tripodi, Roberto Navigli21 citations
- Training Data Augmentation for Code-Mixed Translation ↗Abhirut Gupta, Aditya Vavre, Sunita Sarawagi21 citations
- Video-aided Unsupervised Grammar Induction ↗Songyang Zhang, Linfeng Song, Lifeng Jin et al. · 🏆 Best Long Paper21 citations
- APo-VAE: Text Generation in Hyperbolic Space ↗Shuyang Dai, Zhe Gan, Yu Cheng et al.20 citations
- Constrained Multi-Task Learning for Event Coreference ResolutionJing Lu, Vincent Ng20 citations · our summary
- Cross-lingual Cross-modal Pretraining for Multimodal Retrieval ↗Hongliang Fei, Tan Yu, Ping Li20 citations
- Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network ↗Yubo Chen, Yunqi Zhang, Changran Hu et al.20 citations
- MIMOQA: Multimodal Input Multimodal Output Question Answering ↗Hrituraj Singh, Anshul Nasery, Denil Mehta et al.20 citations
- Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval ↗Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber et al.20 citations
- On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies ↗Tianyi Zhang, Tatsunori B. Hashimoto20 citations
- Preregistering NLP research ↗Emiel van Miltenburg, Chris van der Lee, Emiel Krahmer · 🏆 Best Thematic Paper20 citations
- Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels ↗Fatemehsadat Mireshghallah, Huseyin Inan, Marcello Hasegawa et al.20 citations
- Quantitative Day Trading from Natural Language using Reinforcement Learning ↗Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal et al.20 citations
- RST Parsing from ScratchThanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty et al.20 citations · our summary
- Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications ↗Daniel Biś, Maksim Podkorytov, Xiuwen Liu20 citations
- Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge ↗Bodhisattwa Prasad Majumder, Sudha Rao, Michel Galley et al.19 citations
- Breadth First Reasoning Graph for Multi-hop Question Answering ↗Yongjie Huang, Meng Yang19 citations
- Continual Learning for Neural Machine Translation ↗Yue Cao, Hao-Ran Wei, Boxing Chen et al.19 citations
- DirectProbe: Studying Representations without Classifiers ↗Yichu Zhou, Vivek Srikumar19 citations
- Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack ↗Liwen Wang, Yuanmeng Yan, Keqing He et al.19 citations
- Harnessing Multilinguality in Unsupervised Machine Translation for Rare Languages ↗Xavier Garcia, Aditya Siddhant, Orhan Firat et al.19 citations
- Heterogeneous Graph Neural Networks for Concept Prerequisite Relation Learning in Educational Data ↗Chenghao Jia, Yongliang Shen, Yechun Tang et al.19 citations
- Identifying Medical Self-Disclosure in Online Communities ↗Mina Valizadeh, Pardis Ranjbar-Noiey, Cornelia Caragea et al.19 citations
- Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning ↗Hui Liu, Danqing Zhang, Bing Yin et al.19 citations
- Learning to Decompose and Organize Complex Tasks ↗Yi Zhang, Sujay Kumar Jauhar, Julia Kiseleva et al.19 citations
- Low-Complexity Probing via Finding Subnetworks ↗Steven Cao, Victor Sanh, Alexander Rush19 citations
- Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction ↗Zhenghao Liu, Xiaoyuan Yi, Maosong Sun et al.19 citations
- SentSim: Crosslingual Semantic Evaluation of Machine Translation ↗Yurun Song, Junchen Zhao, Lucia Specia19 citations
- “I'm Not Mad”: Commonsense Implications of Negation and Contradiction ↗Liwei Jiang, Antoine Bosselut, Chandra Bhagavatula et al.19 citations
- A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents ↗Qingrong Xia, Bo Zhang, Rui Wang et al.18 citations
- CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images ↗Shailaja Keyur Sampat, Akshay Kumar, Yezhou Yang et al.18 citations
- Hierarchical Transformer for Task Oriented Dialog Systems ↗Bishal Santra, Potnuru Anusha, Pawan Goyal18 citations
- Pre-training with Meta Learning for Chinese Word Segmentation ↗Zhen Ke, Liang Shi, Songtao Sun et al.18 citations
- Quality Estimation for Image Captions Based on Large-scale Human Evaluations ↗Tomer Levinboim, Ashish V. Thapliyal, Piyush Sharma et al.18 citations
- RTFE: A Recursive Temporal Fact Embedding Framework for Temporal Knowledge Graph Completion ↗Youri Xu, Haihong E, Meina Song et al.18 citations
- Time-Stamped Language Model: Teaching Language Models to Understand The Flow of Events ↗Hossein Rajaby Faghihi, Parisa Kordjamshidi18 citations
- Translational NLP: A New Paradigm and General Principles for Natural Language Processing Research ↗Denis Newman-Griffis, Jill Fain Lehman, Carolyn Rosé et al.18 citations
- Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation RecognitionYingxue Zhang, Fandong Meng, Peng Li et al.17 citations · our summary
- DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference ↗Shikhar Murty, Tatsunori B. Hashimoto, Christopher Manning17 citations
- Identifying inherent disagreement in natural language inferenceXinliang Frederick Zhang, Marie-Catherine de Marneffe17 citations · our summary
- Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention NetworkFan Jiang, Trevor Cohn17 citations · our summary
- MUSER: MUltimodal Stress detection using Emotion Recognition as an Auxiliary Task ↗Yiqun Yao, Michalis Papakostas, Mihai Burzo et al.17 citations
- Masked Conditional Random Fields for Sequence Labeling ↗Tianwen Wei, Jianwei Qi, Shenghuan He et al.17 citations
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