ACL 2019: all accepted papers
- Leveraging Local and Global Patterns for Self-Attention Networks ↗Mingzhou Xu, Derek F. Wong, Baosong Yang et al.51 citations
- Syntax-Infused Variational Autoencoder for Text Generation ↗Xinyuan Zhang, Yi Yang, Siyang Yuan et al.51 citations
- Word2Sense: Sparse Interpretable Word Embeddings ↗Abhishek Panigrahi, Harsha Vardhan Simhadri, Chiranjib Bhattacharyya51 citations
- \#YouToo? Detection of Personal Recollections of Sexual Harassment on Social Media ↗Arijit Ghosh Chowdhury, Ramit Sawhney, Rajiv Ratn Shah et al.51 citations
- Compositional Semantic Parsing across Graphbanks ↗Matthias Lindemann, Jonas Groschwitz, Alexander Koller50 citations
- Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation ↗Nitika Mathur, Timothy Baldwin, Trevor Cohn50 citations
- Robust Neural Machine Translation with Joint Textual and Phonetic Embedding ↗Hairong Liu, Mingbo Ma, Liang Huang et al.50 citations
- Semantic Parsing with Dual Learning ↗Ruisheng Cao, Su Zhu, Chen Liu et al.50 citations
- Studying Summarization Evaluation Metrics in the Appropriate Scoring Range ↗Maxime Peyrard50 citations
- Inducing Document Structure for Aspect-based Summarization ↗Lea Frermann, Alexandre Klementiev49 citations
- Jiuge: A Human-Machine Collaborative Chinese Classical Poetry Generation System ↗Zhipeng Guo, Xiaoyuan Yi, Maosong Sun et al. · System Demonstrations49 citations
- Learning to Control the Fine-grained Sentiment for Story Ending Generation ↗Fuli Luo, Damai Dai, Pengcheng Yang et al.49 citations
- Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models ↗Dinghan Shen, Asli Celikyilmaz, Yizhe Zhang et al.49 citations
- Bilingual Lexicon Induction through Unsupervised Machine Translation ↗Mikel Artetxe, Gorka Labaka, Eneko Agirre48 citations
- Generating Question Relevant Captions to Aid Visual Question Answering ↗Jialin Wu, Zeyuan Hu, Raymond Mooney48 citations
- Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark ↗Nikita Nangia, Samuel R. Bowman48 citations
- A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer ↗Chen Wu, Xuancheng Ren, Fuli Luo et al.47 citations
- Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ↗Ruibo Wang, Jihong Li47 citations
- Context-aware Embedding for Targeted Aspect-based Sentiment Analysis ↗Bin Liang, Jiachen Du, Ruifeng Xu et al.47 citations
- Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ↗Daya Guo, Duyu Tang, Nan Duan et al.47 citations
- Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension ↗Yichen Jiang, Nitish Joshi, Yen-Chun Chen et al.47 citations
- Lattice-Based Transformer Encoder for Neural Machine Translation ↗Fengshun Xiao, Jiangtong Li, Hai Zhao et al.47 citations
- Syntactically Supervised Transformers for Faster Neural Machine Translation ↗Nader Akoury, Kalpesh Krishna, Mohit Iyyer47 citations
- Boosting Entity Linking Performance by Leveraging Unlabeled Documents ↗Phong Le, Ivan Titov46 citations
- Dynamically Composing Domain-Data Selection with Clean-Data Selection by “Co-Curricular Learning” for Neural Machine Translation ↗Wei Wang, Isaac Caswell, Ciprian Chelba46 citations
- Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings ↗Rami Aly, Shantanu Acharya, Alexander Ossa et al.46 citations
- Exploiting Explicit Paths for Multi-hop Reading Comprehension ↗Souvik Kundu, Tushar Khot, Ashish Sabharwal et al.46 citations
- HEAD-QA: A Healthcare Dataset for Complex ReasoningDavid Vilares, Carlos Gómez-Rodríguez46 citations · our summary
- Improving Abstractive Document Summarization with Salient Information Modeling ↗Yongjian You, Weijia Jia, Tianyi Liu et al.46 citations
- Incorporating Linguistic Constraints into Keyphrase Generation ↗Jing Zhao, Yuxiang Zhang46 citations
- Learning to Ask Unanswerable Questions for Machine Reading Comprehension ↗Haichao Zhu, Li Dong, Furu Wei et al.46 citations
- Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market Comments ↗Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura et al.46 citations
- Retrieval-Enhanced Adversarial Training for Neural Response Generation ↗Qingfu Zhu, Lei Cui, Wei-Nan Zhang et al.46 citations
- Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings ↗Zied Haj-Yahia, Adrien Sieg, Léa A. Deleris45 citations
- Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization ↗Mozhi Zhang, Keyulu Xu, Ken-ichi Kawarabayashi et al.44 citations
- Complex Question Decomposition for Semantic Parsing ↗Haoyu Zhang, Jingjing Cai, Jianjun Xu et al.44 citations
- Empirical Linguistic Study of Sentence Embeddings ↗Katarzyna Krasnowska-Kieraś, Alina Wróblewska44 citations
- Multimodal and Multi-view Models for Emotion Recognition ↗Gustavo Aguilar, Viktor Rozgic, Weiran Wang et al.44 citations
- PaperRobot: Incremental Draft Generation of Scientific Ideas ↗Qingyun Wang, Lifu Huang, Zhiying Jiang et al.44 citations
- Self-Attentional Models for Lattice Inputs ↗Matthias Sperber, Graham Neubig, Ngoc-Quan Pham et al.44 citations
- Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation ↗Benjamin Heinzerling, Michael Strube44 citations
- Complex Word Identification as a Sequence Labelling Task ↗Sian Gooding, Ekaterina Kochmar43 citations
- Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ↗Yaojie Lu, Hongyu Lin, Xianpei Han et al.43 citations
- End-to-end Deep Reinforcement Learning Based Coreference ResolutionHongliang Fei, Xu Li, Dingcheng Li et al.43 citations · our summary
- Explicit Utilization of General Knowledge in Machine Reading Comprehension ↗Chao Wang, Hui Jiang43 citations
- Exploring Numeracy in Word Embeddings ↗Aakanksha Naik, Abhilasha Ravichander, Carolyn Rose et al.43 citations
- Generating Question-Answer Hierarchies ↗Kalpesh Krishna, Mohit Iyyer43 citations
- Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling ↗Yifan Gao, Piji Li, Irwin King et al.43 citations
- RankQA: Neural Question Answering with Answer Re-Ranking ↗Bernhard Kratzwald, Anna Eigenmann, Stefan Feuerriegel43 citations
- Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation ↗Haipeng Sun, Rui Wang, Kehai Chen et al.43 citations
- Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model ↗Wei Li, Jingjing Xu, Yancheng He et al.42 citations
- Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data ↗Wei Ye, Bo Li, Rui Xie et al.42 citations
- Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation ↗Shuming Ma, Pengcheng Yang, Tianyu Liu et al.42 citations
- Large Dataset and Language Model Fun-Tuning for Humor Recognition ↗Vladislav Blinov, Valeria Bolotova-Baranova, Pavel Braslavski42 citations
- Learning to Abstract for Memory-augmented Conversational Response Generation ↗Zhiliang Tian, Wei Bi, Xiaopeng Li et al.42 citations
- Multi-Relational Script Learning for Discourse RelationsI-Ta Lee, Dan Goldwasser42 citations · our summary
- Robust Representation Learning of Biomedical Names ↗Minh C. Phan, Aixin Sun, Yi Tay42 citations
- TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks ↗Guy Lev, Michal Shmueli-Scheuer, Jonathan Herzig et al.42 citations
- Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation ↗Zhiting Hu, Haoran Shi, Bowen Tan et al. · System Demonstrations42 citations
- Yes, we can! Mining Arguments in 50 Years of US Presidential Campaign Debates ↗Shohreh Haddadan, Elena Cabrio, Serena Villata42 citations
- Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization ↗Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis41 citations
- Finding Your Voice: The Linguistic Development of Mental Health Counselors ↗Justine Zhang, Robert Filbin, Christine Morrison et al.41 citations
- Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic StructuresAmir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou41 citations · our summary
- MOROCO: The Moldavian and Romanian Dialectal Corpus ↗Andrei Butnaru, Radu Tudor Ionescu41 citations
- The KnowRef Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora ResolutionAli Emami, Paul Trichelair, Adam Trischler et al.41 citations · our summary
- A Compact and Language-Sensitive Multilingual Translation Method ↗Yining Wang, Long Zhou, Jiajun Zhang et al.40 citations
- An Empirical Study of Span Representations in Argumentation Structure Parsing ↗Tatsuki Kuribayashi, Hiroki Ouchi, Naoya Inoue et al.40 citations
- Distant Learning for Entity Linking with Automatic Noise Detection ↗Phong Le, Ivan Titov40 citations
- Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ↗Rui Zhang, Caitlin Westerfield, Sungrok Shim et al.40 citations
- Modeling Financial Analysts' Decision Making via the Pragmatics and Semantics of Earnings Calls ↗Katherine A. Keith, Amanda Stent40 citations
- Continual and Multi-Task Architecture Search ↗Ramakanth Pasunuru, Mohit Bansal39 citations
- Crowdsourcing and Validating Event-focused Emotion Corpora for German and English ↗Enrica Troiano, Sebastian Padó, Roman Klinger39 citations
- Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation ↗Elizabeth Salesky, Matthias Sperber, Alan W Black39 citations
- Is Word Segmentation Child's Play in All Languages? ↗Georgia R. Loukatou, Steven Moran, Damian Blasi et al.39 citations
- Reinforced Dynamic Reasoning for Conversational Question Generation ↗Boyuan Pan, Hao Li, Ziyu Yao et al.39 citations
- Reinforced Training Data Selection for Domain Adaptation ↗Miaofeng Liu, Yan Song, Hongbin Zou et al.39 citations
- Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ↗Chenze Shao, Yang Feng, Jinchao Zhang et al.39 citations
- Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References ↗Lisong Qiu, Juntao Li, Wei Bi et al.38 citations
- Aspect Sentiment Classification Towards Question-Answering with Reinforced Bidirectional Attention Network ↗Jingjing Wang, Changlong Sun, Shoushan Li et al.38 citations
- Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables ↗Lei Shen, Yang Feng, Haolan Zhan38 citations
- Multilingual Unsupervised NMT using Shared Encoder and Language-Specific Decoders ↗Sukanta Sen, Kamal Kumar Gupta, Asif Ekbal et al.38 citations
- Transforming Complex Sentences into a Semantic Hierarchy ↗Christina Niklaus, Matthias Cetto, André Freitas et al.38 citations
- Women's Syntactic Resilience and Men's Grammatical Luck: Gender-Bias in Part-of-Speech Tagging and Dependency Parsing ↗Aparna Garimella, Carmen Banea, Dirk Hovy et al.38 citations
- A Cross-Domain Transferable Neural Coherence Model ↗Peng Xu, Hamidreza Saghir, Jin Sung Kang et al.37 citations
- Effective Adversarial Regularization for Neural Machine Translation ↗Motoki Sato, Jun Suzuki, Shun Kiyono37 citations
- Generating Logical Forms from Graph Representations of Text and Entities ↗Peter Shaw, Philip Massey, Angelica Chen et al.37 citations
- Informative Image Captioning with External Sources of Information ↗Sanqiang Zhao, Piyush Sharma, Tomer Levinboim et al.37 citations
- Joint Entity Extraction and Assertion Detection for Clinical Text ↗Parminder Bhatia, Busra Celikkaya, Mohammed Khalilia37 citations
- Tree Communication Models for Sentiment Analysis ↗Yuan Zhang, Yue Zhang37 citations
- A Working Memory Model for Task-oriented Dialog Response Generation ↗Xiuyi Chen, Jiaming Xu, Bo Xu36 citations
- Assessing the Ability of Self-Attention Networks to Learn Word Order ↗Baosong Yang, Longyue Wang, Derek F. Wong et al.36 citations
- Budgeted Policy Learning for Task-Oriented Dialogue Systems ↗Zhirui Zhang, Xiujun Li, Jianfeng Gao et al.36 citations
- Depth Growing for Neural Machine Translation ↗Lijun Wu, Yiren Wang, Yingce Xia et al.36 citations
- Global Optimization under Length Constraint for Neural Text Summarization ↗Takuya Makino, Tomoya Iwakura, Hiroya Takamura et al.36 citations
- Towards Fine-grained Text Sentiment Transfer ↗Fuli Luo, Peng Li, Pengcheng Yang et al.36 citations
- Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking ↗Masaru Isonuma, Junichiro Mori, Ichiro Sakata36 citations
- A Multi-Task Architecture on Relevance-based Neural Query Translation ↗Sheikh Muhammad Sarwar, Hamed Bonab, James Allan35 citations
- HighRES: Highlight-based Reference-less Evaluation of Summarization ↗Hardy, Shashi Narayan, Andreas Vlachos35 citations
- Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions ↗Amirreza Shirani, Franck Dernoncourt, Paul Asente et al.35 citations
- Semi-supervised Domain Adaptation for Dependency Parsing ↗Zhenghua Li, Xue Peng, Min Zhang et al.35 citations
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