ACL 2020: all accepted papers
- Probing Linguistic Systematicity ↗Emily Goodwin, Koustuv Sinha, Timothy J. O'Donnell40 citations
- Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ↗Ruisheng Cao, Su Zhu, Chenyu Yang et al.40 citations
- Automatic Generation of Citation Texts in Scholarly Papers: A Pilot Study ↗Xinyu Xing, Xiaosheng Fan, Xiaojun Wan39 citations
- Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ↗Hongliang Fei, Ping Li39 citations
- From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains ↗Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych39 citations
- Gender Gap in Natural Language Processing Research: Disparities in Authorship and Citations ↗Saif M. Mohammad39 citations
- Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE CorpusLuisa Bentivogli, Beatrice Savoldi, Matteo Negri et al.39 citations · our summary
- Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ↗Hongyu Gong, Yelong Shen, Dian Yu et al.39 citations
- Towards Robustifying NLI Models Against Lexical Dataset BiasesXiang Zhou, Mohit Bansal39 citations · our summary
- Tree-Structured Neural Topic Model ↗Masaru Isonuma, Junichiro Mori, Danushka Bollegala et al.39 citations
- Designing Precise and Robust Dialogue Response Evaluators ↗Tianyu Zhao, Divesh Lala, Tatsuya Kawahara38 citations
- Evaluating and Enhancing the Robustness of Neural Network-based Dependency Parsing Models with Adversarial ExamplesXiaoqing Zheng, Jiehang Zeng, Yi Zhou et al.38 citations · our summary
- Improving Truthfulness of Headline Generation ↗Kazuki Matsumaru, Sho Takase, Naoaki Okazaki38 citations
- Multimodal and Multiresolution Speech Recognition with Transformers ↗Georgios Paraskevopoulos, Srinivas Parthasarathy, Aparna Khare et al.38 citations
- Towards Interpretable Clinical Diagnosis with Bayesian Network Ensembles Stacked on Entity-Aware CNNs ↗Jun Chen, Xiaoya Dai, Quan Yuan et al.38 citations
- Translationese as a Language in “Multilingual” NMT ↗Parker Riley, Isaac Caswell, Markus Freitag et al.38 citations
- An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering ↗Jay Kumar, Junming Shao, Salah Uddin et al.37 citations
- Diversifying Dialogue Generation with Non-Conversational Text ↗Hui Su, Xiaoyu Shen, Sanqiang Zhao et al.37 citations
- Don't Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction ↗Zhenkai Wei, Yu Hong, Bowei Zou et al.37 citations
- ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation ↗Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman et al.37 citations
- Keyphrase Generation for Scientific Document Retrieval ↗Florian Boudin, Ygor Gallina, Akiko Aizawa37 citations
- Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation ↗Qiu Ran, Yankai Lin, Peng Li et al.37 citations
- Obtaining Faithful Interpretations from Compositional Neural Networks ↗Sanjay Subramanian, Ben Bogin, Nitish Gupta et al.37 citations
- Predicting Performance for Natural Language Processing Tasks ↗Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu et al.37 citations
- Soft Gazetteers for Low-Resource Named Entity Recognition ↗Shruti Rijhwani, Shuyan Zhou, Graham Neubig et al.37 citations
- Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset ↗Revanth Rameshkumar, Peter Bailey37 citations
- Text-Based Ideal Points ↗Keyon Vafa, Suresh Naidu, David Blei37 citations
- From English to Code-Switching: Transfer Learning with Strong Morphological Clues ↗Gustavo Aguilar, Thamar Solorio36 citations
- Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation ↗Haipeng Sun, Rui Wang, Kehai Chen et al.36 citations
- Self-Attention with Cross-Lingual Position Representation ↗Liang Ding, Longyue Wang, Dacheng Tao36 citations
- Simple and Effective Retrieve-Edit-Rerank Text Generation ↗Nabil Hossain, Marjan Ghazvininejad, Luke Zettlemoyer36 citations
- Speakers enhance contextually confusable words ↗Eric Meinhardt, Eric Bakovic, Leon Bergen36 citations
- DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking ↗Christopher Hidey, Tuhin Chakrabarty, Tariq Alhindi et al.35 citations
- Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction ↗Raphael Schumann, Lili Mou, Yao Lu et al.35 citations
- Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? ↗Kobi Leins, Jey Han Lau, Timothy Baldwin35 citations
- Improving Disfluency Detection by Self-Training a Self-Attentive Model ↗Paria Jamshid Lou, Mark Johnson35 citations
- Structure-Level Knowledge Distillation For Multilingual Sequence Labeling ↗Xinyu Wang, Yong Jiang, Nguyen Bach et al.35 citations
- Towards Better Non-Tree Argument Mining: Proposition-Level Biaffine Parsing with Task-Specific Parameterization ↗Gaku Morio, Hiroaki Ozaki, Terufumi Morishita et al.35 citations
- CluHTM - Semantic Hierarchical Topic Modeling based on CluWords ↗Felipe Viegas, Washington Cunha, Christian Gomes et al.34 citations
- Dense-Caption Matching and Frame-Selection Gating for Temporal Localization in VideoQA ↗Hyounghun Kim, Zineng Tang, Mohit Bansal34 citations
- Do Neural Language Models Show Preferences for Syntactic Formalisms? ↗Artur Kulmizev, Vinit Ravishankar, Mostafa Abdou et al.34 citations
- Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain ↗Shadi Saleh, Pavel Pecina34 citations
- Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification ↗Nianzu Ma, Sahisnu Mazumder, Hao Wang et al.34 citations
- ExpBERT: Representation Engineering with Natural Language Explanations ↗Shikhar Murty, Pang Wei Koh, Percy Liang34 citations
- Exploiting the Syntax-Model Consistency for Neural Relation Extraction ↗Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou et al.34 citations
- Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks ↗Yanbin Zhao, Lu Chen, Zhi Chen et al.34 citations
- Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models ↗Maarten Sap, Eric Horvitz, Yejin Choi et al.34 citations
- Revisiting Unsupervised Relation Extraction ↗Thy Thy Tran, Phong Le, Sophia Ananiadou34 citations
- A Frame-based Sentence Representation for Machine Reading Comprehension ↗Shaoru Guo, Ru Li, Hongye Tan et al.33 citations
- ClarQ: A large-scale and diverse dataset for Clarification Question Generation ↗Vaibhav Kumar, Alan W Black33 citations
- Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset ↗Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun33 citations
- Contextualized Sparse Representations for Real-Time Open-Domain Question Answering ↗Jinhyuk Lee, Minjoon Seo, Hannaneh Hajishirzi et al.33 citations
- How does BERT's attention change when you fine-tune? An analysis methodology and a case study in negation scope ↗Yiyun Zhao, Steven Bethard33 citations
- Implicit Discourse Relation Classification: We Need to Talk about EvaluationNajoung Kim, Song Feng, Chulaka Gunasekara et al.33 citations · our summary
- Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling ↗Canasai Kruengkrai, Thien Hai Nguyen, Sharifah Mahani Aljunied et al.33 citations
- Learning Robust Models for e-Commerce Product Search ↗Thanh Nguyen, Nikhil Rao, Karthik Subbian33 citations
- Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks ↗Yiping Song, Zequn Liu, Wei Bi et al.33 citations
- WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge ↗Hongming Zhang, Xinran Zhao, Yangqiu Song33 citations
- A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction ↗Yilin Niu, Fangkai Jiao, Mantong Zhou et al.32 citations
- Efficient Neural Machine Translation for Low-Resource Languages via Exploiting Related Languages ↗Vikrant Goyal, Sourav Kumar, Dipti Misra Sharma · Student Research Workshop32 citations
- Learning to Contextually Aggregate Multi-Source Supervision for Sequence Labeling ↗Ouyu Lan, Xiao Huang, Bill Yuchen Lin et al.32 citations
- Multimodal Neural Graph Memory Networks for Visual Question Answering ↗Mahmoud Khademi32 citations
- Roles and Utilization of Attention Heads in Transformer-based Neural Language Models ↗Jae-young Jo, Sung-Hyon Myaeng32 citations
- Cross-Modality Relevance for Reasoning on Language and Vision ↗Chen Zheng, Quan Guo, Parisa Kordjamshidi31 citations
- Language-aware Interlingua for Multilingual Neural Machine Translation ↗Changfeng Zhu, Heng Yu, Shanbo Cheng et al.31 citations
- Learning a Multi-Domain Curriculum for Neural Machine Translation ↗Wei Wang, Ye Tian, Jiquan Ngiam et al.31 citations
- SEEK: Segmented Embedding of Knowledge Graphs ↗Wentao Xu, Shun Zheng, Liang He et al.31 citations
- Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words ↗Josef Klafka, Allyson Ettinger31 citations
- What Question Answering can Learn from Trivia Nerds ↗Jordan Boyd-Graber, Benjamin Börschinger31 citations
- A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks ↗Nastaran Babanejad, Ameeta Agrawal, Aijun An et al.30 citations
- Do Neural Models Learn Systematicity of Monotonicity Inference in Natural Language? ↗Hitomi Yanaka, Koji Mineshima, Daisuke Bekki et al.30 citations
- Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation ↗Xuanli He, Gholamreza Haffari, Mohammad Norouzi30 citations
- From SPMRL to NMRL: What Did We Learn (and Unlearn) in a Decade of Parsing Morphologically-Rich Languages (MRLs)? ↗Reut Tsarfaty, Dan Bareket, Stav Klein et al.30 citations
- Harvesting and Refining Question-Answer Pairs for Unsupervised QA ↗Zhongli Li, Wenhui Wang, Li Dong et al.30 citations
- How Does Selective Mechanism Improve Self-Attention Networks? ↗Xinwei Geng, Longyue Wang, Xing Wang et al.30 citations
- Mitigating Gender Bias Amplification in Distribution by Posterior Regularization ↗Shengyu Jia, Tao Meng, Jieyu Zhao et al.30 citations
- Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference ↗Jing Wang, Mayank Kulkarni, Daniel Preotiuc-Pietro30 citations
- Penman: An Open-Source Library and Tool for AMR Graphs ↗Michael Wayne Goodman · System Demonstrations30 citations
- Shaping Visual Representations with Language for Few-Shot Classification ↗Jesse Mu, Percy Liang, Noah Goodman30 citations
- Syntactic Search by Example ↗Micah Shlain, Hillel Taub-Tabib, Shoval Sadde et al. · System Demonstrations30 citations
- Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ↗Bo Zhang, Yue Zhang, Rui Wang et al.30 citations
- Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation ↗Aakanksha Naik, Carolyn Rose30 citations
- TransS-Driven Joint Learning Architecture for Implicit Discourse Relation RecognitionRuifang He, Jian Wang, Fengyu Guo et al.30 citations · our summary
- Transition-based Semantic Dependency Parsing with Pointer Networks ↗Daniel Fernández-González, Carlos Gómez-Rodríguez30 citations
- Exploiting Personal Characteristics of Debaters for Predicting Persuasiveness ↗Khalid Al Khatib, Michael Völske, Shahbaz Syed et al.29 citations
- How to Ask Good Questions? Try to Leverage Paraphrases ↗Xin Jia, Wenjie Zhou, Xu Sun et al.29 citations
- It Takes Two to Lie: One to Lie, and One to Listen ↗Denis Peskov, Benny Cheng, Ahmed Elgohary et al.29 citations
- On the Robustness of Language Encoders against Grammatical Errors ↗Fan Yin, Quanyu Long, Tao Meng et al.29 citations
- Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders ↗Yu Duan, Canwen Xu, Jiaxin Pei et al.29 citations
- Probing for Referential Information in Language Models ↗Ionut-Teodor Sorodoc, Kristina Gulordava, Gemma Boleda29 citations
- QuASE: Question-Answer Driven Sentence Encoding ↗Hangfeng He, Qiang Ning, Dan Roth29 citations
- TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing ↗Ziqing Yang, Yiming Cui, Zhipeng Chen et al. · System Demonstrations29 citations
- The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ↗Xiaodong Liu, Yu Wang, Jianshu Ji et al. · System Demonstrations29 citations
- Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup ↗Jishnu Ray Chowdhury, Cornelia Caragea, Doina Caragea · Student Research Workshop28 citations
- Exploring Content Selection in Summarization of Novel Chapters ↗Faisal Ladhak, Bryan Li, Yaser Al-Onaizan et al.28 citations
- Phone Features Improve Speech Translation ↗Elizabeth Salesky, Alan W Black28 citations
- Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction ↗Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig28 citations
- Rationalizing Text Matching: Learning Sparse Alignments via Optimal Transport ↗Kyle Swanson, Lili Yu, Tao Lei28 citations
- Structured Tuning for Semantic Role Labeling ↗Tao Li, Parth Anand Jawale, Martha Palmer et al.28 citations
- The Summary Loop: Learning to Write Abstractive Summaries Without Examples ↗Philippe Laban, Andrew Hsi, John Canny et al.28 citations
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