EMNLP 2020: all accepted papers
- Multi-Stage Pre-training for Automated Chinese Essay Scoring ↗Wei Song, Kai Zhang, Ruiji Fu et al.31 citations
- Multi-turn Response Selection using Dialogue Dependency Relations ↗Qi Jia, Yizhu Liu, Siyu Ren et al.31 citations
- Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT ↗Alexandra Chronopoulou, Dario Stojanovski, Alexander Fraser31 citations
- The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions ↗Xiang Zhou, Yixin Nie, Hao Tan et al.31 citations
- UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues ↗Hung Le, Doyen Sahoo, Chenghao Liu et al.31 citations
- Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers ↗Yimeng Wu, Peyman Passban, Mehdi Rezagholizadeh et al.31 citations
- A Synset Relation-enhanced Framework with a Try-again Mechanism for Word Sense Disambiguation ↗Ming Wang, Yinglin Wang30 citations
- Adversarial Semantic Collisions ↗Congzheng Song, Alexander Rush, Vitaly Shmatikov30 citations
- An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing ↗Martin Schmitt, Sahand Sharifzadeh, Volker Tresp et al.30 citations
- Attention Is All You Need for Chinese Word Segmentation ↗Sufeng Duan, Hai Zhao30 citations
- Condolence and Empathy in Online Communities ↗Naitian Zhou, David Jurgens30 citations
- Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings ↗Phillip Keung, Yichao Lu, Julian Salazar et al.30 citations
- Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs ↗Jueqing Lu, Lan Du, Ming Liu et al.30 citations
- Point to the Expression: Solving Algebraic Word Problems using the Expression-Pointer Transformer Model ↗Bugeun Kim, Kyung Seo Ki, Donggeon Lee et al.30 citations
- RNNs can generate bounded hierarchical languages with optimal memory ↗John Hewitt, Michael Hahn, Surya Ganguli et al.30 citations
- Reasoning about Goals, Steps, and Temporal Ordering with WikiHow ↗Li Zhang, Qing Lyu, Chris Callison-Burch30 citations
- Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems ↗Jan Deriu, Don Tuggener, Pius von Däniken et al. · 🏆 Honorable Mention Paper30 citations
- Structured Attention for Unsupervised Dialogue Structure Induction ↗Liang Qiu, Yizhou Zhao, Weiyan Shi et al.30 citations
- Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach ↗Bowen Tan, Lianhui Qin, Eric Xing et al.30 citations
- Token-level Adaptive Training for Neural Machine Translation ↗Shuhao Gu, Jinchao Zhang, Fandong Meng et al.30 citations
- Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments ↗Muhammad Abdul-Mageed, Chiyu Zhang, AbdelRahim Elmadany et al.30 citations
- Towards More Accurate Uncertainty Estimation In Text Classification ↗Jianfeng He, Xuchao Zhang, Shuo Lei et al.30 citations
- A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis ↗Zehui Dai, Cheng Peng, Huajie Chen et al.29 citations
- Evaluating the Calibration of Knowledge Graph Embeddings for Trustworthy Link Prediction ↗Tara Safavi, Danai Koutra, Edgar Meij29 citations
- Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks ↗Yufan Zhao, Can Xu, Wei Wu29 citations
- Methods for Numeracy-Preserving Word Embeddings ↗Dhanasekar Sundararaman, Shijing Si, Vivek Subramanian et al.29 citations
- OpenUE: An Open Toolkit of Universal Extraction from Text ↗Ningyu Zhang, Shumin Deng, Zhen Bi et al. · System Demonstrations29 citations
- Pretrained Language Model Embryology: The Birth of ALBERT ↗Cheng-Han Chiang, Sung-Feng Huang, Hung-yi Lee29 citations
- Stepwise Extractive Summarization and Planning with Structured Transformers ↗Shashi Narayan, Joshua Maynez, Jakub Adamek et al.29 citations
- Conditional Causal Relationships between Emotions and Causes in Texts ↗Xinhong Chen, Qing Li, Jianping Wang28 citations
- Data and Representation for Turkish Natural Language Inference ↗Emrah Budur, Rıza Özçelik, Tunga Gungor et al.28 citations
- Disentangle-based Continual Graph Representation Learning ↗Xiaoyu Kou, Yankai Lin, Shaobo Liu et al.28 citations
- HABERTOR: An Efficient and Effective Deep Hatespeech Detector ↗Thanh Tran, Yifan Hu, Changwei Hu et al.28 citations
- Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification ↗Shyam Subramanian, Kyumin Lee28 citations
- Incremental Neural Coreference Resolution in Constant MemoryPatrick Xia, João Sedoc, Benjamin Van Durme28 citations · our summary
- Is Multihop QA in DiRe Condition? Measuring and Reducing Disconnected Reasoning ↗Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot et al.28 citations
- Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation ↗Pei Zhang, Boxing Chen, Niyu Ge et al.28 citations
- Online Conversation Disentanglement with Pointer Networks ↗Tao Yu, Shafiq Joty28 citations
- Analogous Process Structure Induction for Sub-event Sequence Prediction ↗Hongming Zhang, Muhao Chen, Haoyu Wang et al.27 citations
- Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense ReasoningLianhui Qin, Vered Shwartz, Peter West et al.27 citations · our summary
- Facilitating the Communication of Politeness through Fine-Grained ParaphrasingLiye Fu, Susan Fussell, Cristian Danescu-Niculescu-Mizil27 citations · our summary
- Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages ↗Zheng Li, Mukul Kumar, William Headden et al.27 citations
- META: Metadata-Empowered Weak Supervision for Text Classification ↗Dheeraj Mekala, Xinyang Zhang, Jingbo Shang27 citations
- Multilingual AMR-to-Text Generation ↗Angela Fan, Claire Gardent27 citations
- On Losses for Modern Language Models ↗Stéphane Aroca-Ouellette, Frank Rudzicz27 citations
- SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning ↗Tsu-Jui Fu, Xin Wang, Scott Grafton et al.27 citations
- Compositional Demographic Word Embeddings ↗Charles Welch, Jonathan K. Kummerfeld, Verónica Pérez-Rosas et al.26 citations
- Interactive Refinement of Cross-Lingual Word Embeddings ↗Michelle Yuan, Mozhi Zhang, Benjamin Van Durme et al.26 citations
- Selection and Generation: Learning towards Multi-Product Advertisement Post Generation ↗Zhangming Chan, Yuchi Zhang, Xiuying Chen et al.26 citations
- WantWords: An Open-source Online Reverse Dictionary System ↗Fanchao Qi, Lei Zhang, Yanhui Yang et al. · System Demonstrations26 citations
- Deep Weighted MaxSAT for Aspect-based Opinion Extraction ↗Meixi Wu, Wenya Wang, Sinno Jialin Pan25 citations
- Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data ↗Rongsheng Zhang, Yinhe Zheng, Jianzhi Shao et al.25 citations
- MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale ↗Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych25 citations
- Neural Topic Modeling with Cycle-Consistent Adversarial Training ↗Xuemeng Hu, Rui Wang, Deyu Zhou et al.25 citations
- Quantitative argument summarization and beyond: Cross-domain key point analysis ↗Roy Bar-Haim, Yoav Kantor, Lilach Eden et al.25 citations
- Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders ↗Andrew Drozdov, Subendhu Rongali, Yi-Pei Chen et al.25 citations
- Unsupervised stance detection for arguments from consequencesJonathan Kobbe, Ioana Hulpuș, Heiner Stuckenschmidt25 citations · our summary
- Benchmarking Meaning Representations in Neural Semantic Parsing ↗Jiaqi Guo, Qian Liu, Jian-Guang Lou et al.24 citations
- Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets ↗Nedjma Ousidhoum, Yangqiu Song, Dit-Yan Yeung24 citations
- ConjNLI: Natural Language Inference Over Conjunctive SentencesSwarnadeep Saha, Yixin Nie, Mohit Bansal24 citations · our summary
- Detecting Attackable Sentences in Arguments ↗Yohan Jo, Seojin Bang, Emaad Manzoor et al.24 citations
- EXAMS: A Multi-subject High School Examinations Dataset for Cross-lingual and Multilingual Question Answering ↗Momchil Hardalov, Todor Mihaylov, Dimitrina Zlatkova et al.24 citations
- Interpreting Predictions of NLP Models ↗Eric Wallace, Matt Gardner, Sameer Singh · Tutorial Abstracts24 citations
- Multi-Stage Pre-training for Low-Resource Domain Adaptation ↗Rong Zhang, Revanth Gangi Reddy, Md Arafat Sultan et al.24 citations
- Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking ↗Yexiang Wang, Yi Guo, Siqi Zhu24 citations
- Unsupervised Parsing via Constituency Tests ↗Steven Cao, Nikita Kitaev, Dan Klein24 citations
- ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization ↗Shiyue Zhang, Benjamin Frey, Mohit Bansal23 citations
- Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification ↗Yunjie Ji, Hao Liu, Bolei He et al.23 citations
- Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation ↗Francisco Vargas, Ryan Cotterell23 citations
- ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention ↗Jose Manuel Gomez-Perez, Raúl Ortega23 citations
- Measuring Information Propagation in Literary Social Networks ↗Matthew Sims, David Bamman23 citations
- MovieChats: Chat like Humans in a Closed Domain ↗Hui Su, Xiaoyu Shen, Zhou Xiao et al.23 citations
- Named Entity Recognition Only from Word Embeddings ↗Ying Luo, Hai Zhao, Junlang Zhan23 citations
- Reactive Supervision: A New Method for Collecting Sarcasm DataBoaz Shmueli, Lun-Wei Ku, Soumya Ray23 citations · our summary
- Semantic Role Labeling Guided Multi-turn Dialogue ReWriter ↗Kun Xu, Haochen Tan, Linfeng Song et al.23 citations
- Simultaneous Machine Translation with Visual Context ↗Ozan Caglayan, Julia Ive, Veneta Haralampieva et al.23 citations
- Sparse Text Generation ↗Pedro Henrique Martins, Zita Marinho, André F. T. Martins23 citations
- Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT ↗Rik van Noord, Antonio Toral, Johan Bos22 citations
- Cold-Start and Interpretability: Turning Regular Expressions into Trainable Recurrent Neural Networks ↗Chengyue Jiang, Yinggong Zhao, Shanbo Chu et al.22 citations
- DGST: a Dual-Generator Network for Text Style Transfer ↗Xiao Li, Guanyi Chen, Chenghua Lin et al.22 citations
- ENT-DESC: Entity Description Generation by Exploring Knowledge Graph ↗Liying Cheng, Dekun Wu, Lidong Bing et al.22 citations
- Exploring Logically Dependent Multi-task Learning with Causal Inference ↗Wenqing Chen, Jidong Tian, Liqiang Xiao et al.22 citations
- Investigating representations of verb bias in neural language models ↗Robert Hawkins, Takateru Yamakoshi, Thomas Griffiths et al.22 citations
- MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics ↗Anthony Chen, Gabriel Stanovsky, Sameer Singh et al.22 citations
- Multi-Unit Transformers for Neural Machine Translation ↗Jianhao Yan, Fandong Meng, Jie Zhou22 citations
- Neural Topic Modeling by Incorporating Document Relationship Graph ↗Deyu Zhou, Xuemeng Hu, Rui Wang22 citations
- On the Reliability and Validity of Detecting Approval of Political Actors in Tweets ↗Indira Sen, Fabian Flöck, Claudia Wagner22 citations
- Parallel Interactive Networks for Multi-Domain Dialogue State Generation ↗Junfan Chen, Richong Zhang, Yongyi Mao et al.22 citations
- Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events ↗Miguel Ballesteros, Rishita Anubhai, Shuai Wang et al.22 citations
- Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation ↗Kang Min Yoo, Hanbit Lee, Franck Dernoncourt et al.22 citations
- Writing Strategies for Science Communication: Data and Computational Analysis ↗Tal August, Lauren Kim, Katharina Reinecke et al.22 citations
- A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation ↗Kaiyu Huang, Degen Huang, Zhuang Liu et al.21 citations
- A matter of framing: The impact of linguistic formalism on probing results ↗Ilia Kuznetsov, Iryna Gurevych21 citations
- Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training ↗Wanwei He, Min Yang, Rui Yan et al.21 citations
- AnswerFact: Fact Checking in Product Question Answering ↗Wenxuan Zhang, Yang Deng, Jing Ma et al.21 citations
- Direct Segmentation Models for Streaming Speech Translation ↗Javier Iranzo-Sánchez, Adrià Giménez Pastor, Joan Albert Silvestre-Cerdà et al.21 citations
- Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models ↗Thuy-Trang Vu, Dinh Phung, Gholamreza Haffari21 citations
- Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data ↗Shachar Rosenman, Alon Jacovi, Yoav Goldberg21 citations
- Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples ↗Lihao Wang, Xiaoqing Zheng21 citations
- Learning to Represent Image and Text with Denotation Graph ↗Bowen Zhang, Hexiang Hu, Vihan Jain et al.21 citations
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