Findings of the Association for Computational Linguistics 2020: all accepted papers
- Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media ↗Xiang Dai, Sarvnaz Karimi, Ben Hachey et al.44 citations
- Denoising Multi-Source Weak Supervision for Neural Text Classification ↗Wendi Ren, Yinghao Li, Hanting Su et al.44 citations
- GRUEN for Evaluating Linguistic Quality of Generated Text ↗Wanzheng Zhu, Suma Bhat44 citations
- Investigating Transferability in Pretrained Language Models ↗Alex Tamkin, Trisha Singh, Davide Giovanardi et al.44 citations
- MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering ↗Aisha Urooj, Amir Mazaheri, Niels Da vitoria lobo et al.44 citations
- A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning ↗Deepak Gupta, Asif Ekbal, Pushpak Bhattacharyya43 citations
- Do Models of Mental Health Based on Social Media Data Generalize? ↗Keith Harrigian, Carlos Aguirre, Mark Dredze43 citations
- Gradient-based Analysis of NLP Models is Manipulable ↗Junlin Wang, Jens Tuyls, Eric Wallace et al.43 citations
- LIMIT-BERT : Linguistics Informed Multi-Task BERT ↗Junru Zhou, Zhuosheng Zhang, Hai Zhao et al.43 citations
- Parsing with Multilingual BERT, a Small Corpus, and a Small TreebankEthan C. Chau, Lucy H. Lin, Noah A. Smith43 citations · our summary
- Query-Key Normalization for Transformers ↗Alex Henry, Prudhvi Raj Dachapally, Shubham Shantaram Pawar et al.43 citations
- Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation ↗Chujie Zheng, Yunbo Cao, Daxin Jiang et al.42 citations
- Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction ↗Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen42 citations
- Hierarchical Pre-training for Sequence Labelling in Spoken Dialog ↗Emile Chapuis, Pierre Colombo, Matteo Manica et al.42 citations
- Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder ↗Alvin Chan, Yi Tay, Yew-Soon Ong et al.42 citations
- Improving Grammatical Error Correction with Machine Translation Pairs ↗Wangchunshu Zhou, Tao Ge, Chang Mu et al.41 citations
- Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers ↗Shusheng Xu, Xingxing Zhang, Yi Wu et al.41 citations
- The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political DiscoursePere-Lluís Huguet Cabot, Verna Dankers, David Abadi et al.40 citations · our summary
- Multi-hop Question Generation with Graph Convolutional Network ↗Dan Su, Yan Xu, Wenliang Dai et al.39 citations
- Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning ↗Bingbing Li, Zhenglun Kong, Tianyun Zhang et al.38 citations
- GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis ↗Huaishao Luo, Lei Ji, Tianrui Li et al.38 citations
- How Decoding Strategies Affect the Verifiability of Generated Text ↗Luca Massarelli, Fabio Petroni, Aleksandra Piktus et al.38 citations
- HyperText: Endowing FastText with Hyperbolic Geometry ↗Yudong Zhu, Di Zhou, Jinghui Xiao et al.38 citations
- Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA ↗Nina Poerner, Ulli Waltinger, Hinrich Schütze38 citations
- A BERT-based Distractor Generation Scheme with Multi-tasking and Negative Answer Training Strategies. ↗Ho-Lam Chung, Ying-Hong Chan, Yao-Chung Fan37 citations
- Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study ↗Saurabh Kulshreshtha, Jose Luis Redondo Garcia, Ching-Yun Chang37 citations
- Improving Constituency Parsing with Span Attention ↗Yuanhe Tian, Yan Song, Fei Xia et al.37 citations
- TurnGPT: a Transformer-based Language Model for Predicting Turn-taking in Spoken Dialog ↗Erik Ekstedt, Gabriel Skantze37 citations
- WER we are and WER we think we are ↗Piotr Szymański, Piotr Żelasko, Mikolaj Morzy et al.37 citations
- AutoETER: Automated Entity Type Representation for Knowledge Graph Embedding ↗Guanglin Niu, Bo Li, Yongfei Zhang et al.36 citations
- Claim Check-Worthiness Detection as Positive Unlabelled Learning ↗Dustin Wright, Isabelle Augenstein36 citations
- Do Language Embeddings capture Scales? ↗Xikun Zhang, Deepak Ramachandran, Ian Tenney et al.35 citations
- Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer ↗Xuelu Chen, Muhao Chen, Changjun Fan et al.35 citations
- PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision ↗Chuhan Wu, Fangzhao Wu, Tao Qi et al.35 citations
- Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays ↗Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili et al.34 citations
- Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior ↗Zi Lin, Jeremiah Liu, Zi Yang et al.34 citations
- Scheduled DropHead: A Regularization Method for Transformer Models ↗Wangchunshu Zhou, Tao Ge, Furu Wei et al.34 citations
- Multi\textasciicircum2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT ↗Youngbin Ro, Yukyung Lee, Pilsung Kang33 citations
- A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder ↗Xipeng Qiu, Hengzhi Pei, Hang Yan et al.32 citations
- A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification ↗Federico López, Michael Strube32 citations
- Adaptive Feature Selection for End-to-End Speech Translation ↗Biao Zhang, Ivan Titov, Barry Haddow et al.32 citations
- DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding ↗Zilong Wang, Mingjie Zhan, Xuebo Liu et al.32 citations
- Parsing All: Syntax and Semantics, Dependencies and Spans ↗Junru Zhou, Zuchao Li, Hai Zhao32 citations
- Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences ↗Boon Peng Yap, Andrew Koh, Eng Siong Chng31 citations
- DivGAN: Towards Diverse Paraphrase Generation via Diversified Generative Adversarial Network ↗Yue Cao, Xiaojun Wan31 citations
- Multilingual Argument Mining: Datasets and Analysis ↗Orith Toledo-Ronen, Matan Orbach, Yonatan Bilu et al.31 citations
- What Can We Do to Improve Peer Review in NLP? ↗Anna Rogers, Isabelle Augenstein31 citations
- A Multilingual View of Unsupervised Machine Translation ↗Xavier Garcia, Pierre Foret, Thibault Sellam et al.30 citations
- RMM: A Recursive Mental Model for Dialogue Navigation ↗Homero Roman Roman, Yonatan Bisk, Jesse Thomason et al.30 citations
- Resource-Enhanced Neural Model for Event Argument Extraction ↗Jie Ma, Shuai Wang, Rishita Anubhai et al.30 citations
- CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems ↗Yiran Chen, Pengfei Liu, Ming Zhong et al.29 citations
- Detecting Media Bias in News Articles using Gaussian Bias Distributions ↗Wei-Fan Chen, Khalid Al Khatib, Benno Stein et al.29 citations
- Group-wise Contrastive Learning for Neural Dialogue Generation ↗Hengyi Cai, Hongshen Chen, Yonghao Song et al.29 citations
- Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization ↗Kunal Chawla, Diyi Yang29 citations
- Temporal Reasoning in Natural Language InferenceSiddharth Vashishtha, Adam Poliak, Yash Kumar Lal et al.29 citations · our summary
- TopicBERT for Energy Efficient Document Classification ↗Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena et al.29 citations
- Automatically Identifying Gender Issues in Machine Translation using Perturbations ↗Hila Gonen, Kellie Webster28 citations
- Contextual Text Style Transfer ↗Yu Cheng, Zhe Gan, Yizhe Zhang et al.28 citations
- Document Classification for COVID-19 Literature ↗Bernal Jimenez Gutierrez, Jucheng Zeng, Dongdong Zhang et al.27 citations
- Tensorized Embedding Layers ↗Oleksii Hrinchuk, Valentin Khrulkov, Leyla Mirvakhabova et al.27 citations
- Composed Variational Natural Language Generation for Few-shot Intents ↗Congying Xia, Caiming Xiong, Philip Yu et al.26 citations
- The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction ↗Hieu Minh Tran, Minh Trung Nguyen, Thien Huu Nguyen26 citations
- High-order Semantic Role Labeling ↗Zuchao Li, Hai Zhao, Rui Wang et al.25 citations
- Learning Numeral Embedding ↗Chengyue Jiang, Zhonglin Nian, Kaihao Guo et al.25 citations
- Making Information Seeking Easier: An Improved Pipeline for Conversational Search ↗Vaibhav Kumar, Jamie Callan25 citations
- Paraphrasing vs Coreferring: Two Sides of the Same CoinYehudit Meged, Avi Caciularu, Vered Shwartz et al.25 citations · our summary
- Reference Language based Unsupervised Neural Machine Translation ↗Zuchao Li, Hai Zhao, Rui Wang et al.25 citations
- Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection ↗Hoang Nguyen, Chenwei Zhang, Congying Xia et al.24 citations
- It's not a Non-Issue: Negation as a Source of Error in Machine Translation ↗Md Mosharaf Hossain, Antonios Anastasopoulos, Eduardo Blanco et al.24 citations
- Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion ↗Rajarshi Das, Ameya Godbole, Nicholas Monath et al.24 citations
- Pushing the Limits of AMR Parsing with Self-Learning ↗Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem et al.24 citations
- Teaching Machine Comprehension with Compositional Explanations ↗Qinyuan Ye, Xiao Huang, Elizabeth Boschee et al.24 citations
- A Multi-Persona Chatbot for Hotline Counselor Training ↗Orianna Demasi, Yu Li, Zhou Yu23 citations
- Bootstrapping a Crosslingual Semantic Parser ↗Tom Sherborne, Yumo Xu, Mirella Lapata23 citations
- Chunk-based Chinese Spelling Check with Global Optimization ↗Zuyi Bao, Chen Li, Rui Wang23 citations
- Dual Low-Rank Multimodal Fusion ↗Tao Jin, Siyu Huang, Yingming Li et al.23 citations
- Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation ↗Insoo Chung, Byeongwook Kim, Yoonjung Choi et al.23 citations
- Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases ↗Chuxu Zhang, Lu Yu, Mandana Saebi et al.23 citations
- Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations ↗Praveen Kumar Bodigutla, Aditya Tiwari, Spyros Matsoukas et al.23 citations
- Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation ↗Jiannan Xiang, Xin Wang, William Yang Wang23 citations
- Long Document Ranking with Query-Directed Sparse Transformer ↗Jyun-Yu Jiang, Chenyan Xiong, Chia-Jung Lee et al.23 citations
- Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation ↗Toru Nishino, Ryota Ozaki, Yohei Momoki et al.23 citations
- Robustness to Modification with Shared Words in Paraphrase Identification ↗Zhouxing Shi, Minlie Huang23 citations
- Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations ↗Peng Qi, Yuhao Zhang, Christopher D. Manning23 citations
- Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework ↗Mingbo Ma, Baigong Zheng, Kaibo Liu et al.22 citations
- Active Learning Approaches to Enhancing Neural Machine Translation ↗Yuekai Zhao, Haoran Zhang, Shuchang Zhou et al.21 citations
- Pretrained Language Models for Dialogue Generation with Multiple Input Sources ↗Yu Cao, Wei Bi, Meng Fang et al.21 citations
- The workweek is the best time to start a family – A Study of GPT-2 Based Claim Generation ↗Shai Gretz, Yonatan Bilu, Edo Cohen-Karlik et al.21 citations
- Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision ↗Max Glockner, Ivan Habernal, Iryna Gurevych21 citations
- ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization ↗Tzuf Paz-Argaman, Reut Tsarfaty, Gal Chechik et al.21 citations
- Adversarial Grammatical Error Correction ↗Vipul Raheja, Dimitris Alikaniotis20 citations
- Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher ↗Giannis Karamanolakis, Daniel Hsu, Luis Gravano20 citations
- DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling ↗Jiecao Chen, Liu Yang, Karthik Raman et al.20 citations
- Inferring about fraudulent collusion risk on Brazilian public works contracts in official texts using a Bi-LSTM approach ↗Marcos Lima, Roberta Silva, Felipe Lopes de Souza Mendes et al.20 citations
- Interpretable Entity Representations through Large-Scale Typing ↗Yasumasa Onoe, Greg Durrett20 citations
- On Long-Tailed Phenomena in Neural Machine Translation ↗Vikas Raunak, Siddharth Dalmia, Vivek Gupta et al.20 citations
- On the Sub-layer Functionalities of Transformer Decoder ↗Yilin Yang, Longyue Wang, Shuming Shi et al.20 citations
- Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation ↗Yiming Xu, Lin Chen, Zhongwei Cheng et al.20 citations
- RecoBERT: A Catalog Language Model for Text-Based Recommendations ↗Itzik Malkiel, Oren Barkan, Avi Caciularu et al.20 citations
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