EMNLP 2021: all accepted papers
- Improving Stance Detection with Multi-Dataset Learning and Knowledge DistillationYingjie Li, Chenye Zhao, Cornelia Caragea24 citations · our summary
- Learning Universal Authorship Representations ↗Rafael A. Rivera-Soto, Olivia Elizabeth Miano, Juanita Ordonez et al.24 citations
- Moving on from OntoNotes: Coreference Resolution Model Transfer ↗Patrick Xia, Benjamin Van Durme24 citations
- Neuro-Symbolic Reinforcement Learning with First-Order Logic ↗Daiki Kimura, Masaki Ono, Subhajit Chaudhury et al.24 citations
- STraTA: Self-Training with Task Augmentation for Better Few-shot Learning ↗Tu Vu, Minh-Thang Luong, Quoc Le et al.24 citations
- Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification ↗Shuhuai Ren, Jinchao Zhang, Lei Li et al.24 citations
- Towards Zero-Shot Knowledge Distillation for Natural Language Processing ↗Ahmad Rashid, Vasileios Lioutas, Abbas Ghaddar et al.24 citations
- Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction ↗Haoyang Wen, Heng Ji24 citations
- A surprisal–duration trade-off across and within the world's languages ↗Tiago Pimentel, Clara Meister, Elizabeth Salesky et al.23 citations
- An Empirical Study on Leveraging Position Embeddings for Target-oriented Opinion Words Extraction ↗Samuel Mensah, Kai Sun, Nikolaos Aletras23 citations
- Asking It All: Generating Contextualized Questions for any Semantic Role ↗Valentina Pyatkin, Paul Roit, Julian Michael et al.23 citations
- Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling ↗Liwen Wang, Xuefeng Li, Jiachi Liu et al.23 citations
- DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization ↗Zeqiu Wu, Bo-Ru Lu, Hannaneh Hajishirzi et al.23 citations
- Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica ↗Shirley Anugrah Hayati, Dongyeop Kang, Lyle Ungar23 citations
- Entity Relation Extraction as Dependency Parsing in Visually Rich Documents ↗Yue Zhang, Zhang Bo, Rui Wang et al.23 citations
- Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection ↗Priyanka Sen, Armin Oliya, Amir Saffari23 citations
- Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations ↗Linli Xu, Sijie Teng, Ruoyu Zhao et al.23 citations
- Identifying Morality Frames in Political Tweets using Relational Learning ↗Shamik Roy, Maria Leonor Pacheco, Dan Goldwasser23 citations
- Jump-Starting Item Parameters for Adaptive Language Tests ↗Arya D. McCarthy, Kevin P. Yancey, Geoffrey T. LaFlair et al.23 citations
- Low-resource Taxonomy Enrichment with Pretrained Language Models ↗Kunihiro Takeoka, Kosuke Akimoto, Masafumi Oyamada23 citations
- Multilingual and Cross-Lingual Intent Detection from Spoken Data ↗Daniela Gerz, Pei-Hao Su, Razvan Kusztos et al.23 citations
- R\textasciicircum3Net:Relation-embedded Representation Reconstruction Network for Change Captioning ↗Yunbin Tu, Liang Li, Chenggang Yan et al.23 citations
- A Thorough Evaluation of Task-Specific Pretraining for Summarization ↗Sascha Rothe, Joshua Maynez, Shashi Narayan22 citations
- APIRecX: Cross-Library API Recommendation via Pre-Trained Language Model ↗Yuning Kang, Zan Wang, Hongyu Zhang et al.22 citations
- AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain ↗Jimin Hong, TaeHee Kim, Hyesu Lim et al.22 citations
- Adaptive Information Seeking for Open-Domain Question Answering ↗Yunchang Zhu, Liang Pang, Yanyan Lan et al.22 citations
- Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer ↗Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito et al.22 citations
- Diagnosing the First-Order Logical Reasoning Ability Through LogicNLIJidong Tian, Yitian Li, Wenqing Chen et al.22 citations · our summary
- Everything Is All It Takes: A Multipronged Strategy for Zero-Shot Cross-Lingual Information Extraction ↗Mahsa Yarmohammadi, Shijie Wu, Marc Marone et al.22 citations
- How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? ↗Indira Sen, Mattia Samory, Fabian Flöck et al.22 citations
- How to leverage the multimodal EHR data for better medical prediction? ↗Bo Yang, Lijun Wu22 citations
- PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition ↗Tao Zhang, Congying Xia, Philip S. Yu et al.22 citations
- Sorting through the noise: Testing robustness of information processing in pre-trained language models ↗Lalchand Pandia, Allyson Ettinger22 citations
- Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models ↗Jiaoda Li, Duygu Ataman, Rico Sennrich22 citations
- Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP ↗Zhijing Jin, Julius von Kügelgen, Jingwei Ni et al.21 citations
- End-to-End Entity Resolution and Question Answering Using Differentiable Knowledge Graphs ↗Amir Saffari, Armin Oliya, Priyanka Sen et al.21 citations
- Extracting Event Temporal Relations via Hyperbolic Geometry ↗Xingwei Tan, Gabriele Pergola, Yulan He21 citations
- HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization ↗Ye Liu, Jianguo Zhang, Yao Wan et al.21 citations
- Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention ↗Jiawei Chen, Hongyu Lin, Xianpei Han et al.21 citations
- Knowing False Negatives: An Adversarial Training Method for Distantly Supervised Relation Extraction ↗Kailong Hao, Botao Yu, Wei Hu21 citations
- Learning Prototype Representations Across Few-Shot Tasks for Event Detection ↗Viet Lai, Franck Dernoncourt, Thien Huu Nguyen21 citations
- Learning with Different Amounts of Annotation: From Zero to Many Labels ↗Shujian Zhang, Chengyue Gong, Eunsol Choi21 citations
- Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications ↗Jiaxin Pei, David Jurgens21 citations
- Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT ↗Zaiqiao Meng, Fangyu Liu, Thomas Clark et al.21 citations
- Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach ↗Víctor M. Sánchez-Cartagena, Miquel Esplà-Gomis, Juan Antonio Pérez-Ortiz et al.21 citations
- Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model ↗Hongjiang Jing, Zuchao Li, Hai Zhao et al.21 citations
- SeqAttack: On Adversarial Attacks for Named Entity Recognition ↗Walter Simoncini, Gerasimos Spanakis · System Demonstrations21 citations
- SgSum:Transforming Multi-document Summarization into Sub-graph Selection ↗Moye Chen, Wei Li, Jiachen Liu et al.21 citations
- A Large-Scale Study of Machine Translation in Turkic Languages ↗Jamshidbek Mirzakhalov, Anoop Babu, Duygu Ataman et al.20 citations
- Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning ↗Prasetya Utama, Nafise Sadat Moosavi, Victor Sanh et al.20 citations
- Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge ↗Bin Liang, Hang Su, Rongdi Yin et al.20 citations
- Caption Enriched Samples for Improving Hateful Memes Detection ↗Efrat Blaier, Itzik Malkiel, Lior Wolf20 citations
- Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data ↗Dheeraj Mekala, Varun Gangal, Jingbo Shang20 citations
- Cost-effective End-to-end Information Extraction for Semi-structured Document Images ↗Wonseok Hwang, Hyunji Lee, Jinyeong Yim et al.20 citations
- Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering ↗Jihyung Kil, Cheng Zhang, Dong Xuan et al.20 citations
- Flexible Generation of Natural Language Deductions ↗Kaj Bostrom, Xinyu Zhao, Swarat Chaudhuri et al.20 citations
- Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval ↗Jing Lu, Gustavo Hernandez Abrego, Ji Ma et al.20 citations
- Natural Language Processing Meets Quantum Physics: A Survey and Categorization ↗Sixuan Wu, Jian Li, Peng Zhang et al.20 citations
- On the Transferability of Adversarial Attacks against Neural Text Classifier ↗Liping Yuan, Xiaoqing Zheng, Yi Zhou et al.20 citations
- Open Knowledge Graphs Canonicalization using Variational Autoencoders ↗Sarthak Dash, Gaetano Rossiello, Nandana Mihindukulasooriya et al.20 citations
- Robust Retrieval Augmented Generation for Zero-shot Slot Filling ↗Michael Glass, Gaetano Rossiello, Md Faisal Mahbub Chowdhury et al.20 citations
- Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs ↗Pierre Marion, Pawel Nowak, Francesco Piccinno20 citations
- Unsupervised Conversation Disentanglement through Co-Training ↗Hui Liu, Zhan Shi, Xiaodan Zhu20 citations
- Achieving Model Robustness through Discrete Adversarial Training ↗Maor Ivgi, Jonathan Berant19 citations
- Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods ↗Peru Bhardwaj, John Kelleher, Luca Costabello et al.19 citations
- ConRPG: Paraphrase Generation using Contexts as Regularizer ↗Yuxian Meng, Xiang Ao, Qing He et al.19 citations
- Document Graph for Neural Machine Translation ↗Mingzhou Xu, Liangyou Li, Derek F. Wong et al.19 citations
- Frustratingly Simple Pretraining Alternatives to Masked Language Modeling ↗Atsuki Yamaguchi, George Chrysostomou, Katerina Margatina et al.19 citations
- Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories ↗Han Qin, Guimin Chen, Yuanhe Tian et al.19 citations
- Joint Passage Ranking for Diverse Multi-Answer Retrieval ↗Sewon Min, Kenton Lee, Ming-Wei Chang et al.19 citations
- Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation ↗Leyang Cui, Yu Wu, Shujie Liu et al.19 citations
- Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining ↗Yicheng Zou, Bolin Zhu, Xingwu Hu et al.19 citations
- Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification ↗Hao Chen, Rui Xia, Jianfei Yu19 citations
- Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages ↗Tejas Dhamecha, Rudra Murthy, Samarth Bharadwaj et al.19 citations
- Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems ↗Fei Mi, Wanhao Zhou, Lingjing Kong et al.19 citations
- T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP ↗Raymond Li, Wen Xiao, Lanjun Wang et al. · System Demonstrations19 citations
- The World of an Octopus: How Reporting Bias Influences a Language Model's Perception of Color ↗Cory Paik, Stéphane Aroca-Ouellette, Alessandro Roncone et al.19 citations
- Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework ↗Zhen Han, Gengyuan Zhang, Yunpu Ma et al.19 citations
- Transductive Learning for Unsupervised Text Style Transfer ↗Fei Xiao, Liang Pang, Yanyan Lan et al.19 citations
- Unsupervised Paraphrasing with Pretrained Language Models ↗Tong Niu, Semih Yavuz, Yingbo Zhou et al.19 citations
- ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries ↗Autumn Toney, Aylin Caliskan19 citations
- Visual Goal-Step Inference using wikiHow ↗Yue Yang, Artemis Panagopoulou, Qing Lyu et al.19 citations
- A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems ↗Sunghyun Park, Han Li, Ameen Patel et al.18 citations
- CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations ↗Hang Li, Wenbiao Ding, Yu Kang et al.18 citations
- CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild ↗Yuan Yao, Jiaju Du, Yankai Lin et al.18 citations
- Comparative Opinion Quintuple Extraction from Product Reviews ↗Ziheng Liu, Rui Xia, Jianfei Yu18 citations
- CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization ↗Arjun Akula, Soravit Changpinyo, Boqing Gong et al.18 citations
- Encouraging Lexical Translation Consistency for Document-Level Neural Machine Translation ↗Xinglin Lyu, Junhui Li, Zhengxian Gong et al.18 citations
- GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation ↗Derek Chen, Zhou Yu18 citations
- Importance Estimation from Multiple Perspectives for Keyphrase Extraction ↗Mingyang Song, Liping Jing, Lin Xiao18 citations
- Is Everything in Order? A Simple Way to Order Sentences ↗Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi18 citations
- Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation ↗Nattapong Tiyajamorn, Tomoyuki Kajiwara, Yuki Arase et al.18 citations
- Learning Kernel-Smoothed Machine Translation with Retrieved Examples ↗Qingnan Jiang, Mingxuan Wang, Jun Cao et al.18 citations
- Logic-level Evidence Retrieval and Graph-based Verification Network for Table-based Fact Verification ↗Qi Shi, Yu Zhang, Qingyu Yin et al.18 citations
- ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models ↗Pierre Dognin, Inkit Padhi, Igor Melnyk et al.18 citations
- Single-dataset Experts for Multi-dataset Question Answering ↗Dan Friedman, Ben Dodge, Danqi Chen18 citations
- StreamHover: Livestream Transcript Summarization and Annotation ↗Sangwoo Cho, Franck Dernoncourt, Tim Ganter et al.18 citations
- Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy ↗Shaolei Zhang, Yang Feng18 citations
- Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation ↗Yimeng Wu, Mehdi Rezagholizadeh, Abbas Ghaddar et al.18 citations
- Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data ↗David Lowell, Brian Howard, Zachary C. Lipton et al.18 citations
This page in Markdown → https://md.research.elamur.ai/free/en/venues/emnlp/2021/papers/page/4/