ACL 2019: all accepted papers
- A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition ↗Ravneet Arora, Chen-Tse Tsai, Ketevan Tsereteli et al.20 citations
- Constructing Interpretive Spatio-Temporal Features for Multi-Turn Responses Selection ↗Junyu Lu, Chenbin Zhang, Zeying Xie et al.20 citations
- Cost-sensitive Regularization for Label Confusion-aware Event Detection ↗Hongyu Lin, Yaojie Lu, Xianpei Han et al.20 citations
- Embedding Time Expressions for Deep Temporal Ordering Models ↗Tanya Goyal, Greg Durrett20 citations
- Improving Textual Network Embedding with Global Attention via Optimal Transport ↗Liqun Chen, Guoyin Wang, Chenyang Tao et al.20 citations
- Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization ↗Hai Ye, Wenjie Li, Lu Wang20 citations
- Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment ↗Siqi Bao, Huang He, Fan Wang et al.20 citations
- Morphological Irregularity Correlates with Frequency ↗Shijie Wu, Ryan Cotterell, Timothy O'Donnell20 citations
- Relational Word Embeddings ↗Jose Camacho-Collados, Luis Espinosa Anke, Steven Schockaert20 citations
- Scalable Syntax-Aware Language Models Using Knowledge Distillation ↗Adhiguna Kuncoro, Chris Dyer, Laura Rimell et al.20 citations
- Sentence-Level Agreement for Neural Machine Translation ↗Mingming Yang, Rui Wang, Kehai Chen et al.20 citations
- Towards Comprehensive Description Generation from Factual Attribute-value Tables ↗Tianyu Liu, Fuli Luo, Pengcheng Yang et al.20 citations
- Better OOV Translation with Bilingual Terminology Mining ↗Matthias Huck, Viktor Hangya, Alexander Fraser19 citations
- Enhancing Air Quality Prediction with Social Media and Natural Language Processing ↗Jyun-Yu Jiang, Xue Sun, Wei Wang et al.19 citations
- Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion ↗Suyoun Kim, Siddharth Dalmia, Florian Metze19 citations
- Rapid Customization for Event Extraction ↗Yee Seng Chan, Joshua Fasching, Haoling Qiu et al. · System Demonstrations19 citations
- Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension ↗Zhengyuan Liu, Nancy Chen19 citations
- The (Non-)Utility of Structural Features in BiLSTM-based Dependency Parsers ↗Agnieszka Falenska, Jonas Kuhn19 citations
- Twitter Homophily: Network Based Prediction of User's Occupation ↗Jiaqi Pan, Rishabh Bhardwaj, Wei Lu et al.19 citations
- Visual Story Post-Editing ↗Ting-Yao Hsu, Chieh-Yang Huang, Yen-Chia Hsu et al.19 citations
- A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining ↗Shweta Yadav, Asif Ekbal, Sriparna Saha et al.18 citations
- Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements ↗Saeideh Shahrokh Esfahani, Michael J. Cafarella, Maziyar Baran Pouyan et al.18 citations
- Duality of Link Prediction and Entailment Graph Induction ↗Mohammad Javad Hosseini, Shay B. Cohen, Mark Johnson et al.18 citations
- Neural-based Chinese Idiom Recommendation for Enhancing Elegance in Essay Writing ↗Yuanchao Liu, Bo Pang, Bingquan Liu18 citations
- SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language InferenceMartin Schmitt, Hinrich Schütze18 citations · our summary
- The Referential Reader: A Recurrent Entity Network for Anaphora ResolutionFei Liu, Luke Zettlemoyer, Jacob Eisenstein18 citations · our summary
- A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity ↗Yoshinari Fujinuma, Jordan Boyd-Graber, Michael J. Paul17 citations
- Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ↗Claudia Schulz, Christian M. Meyer, Jan Kiesewetter et al.17 citations
- Data Programming for Learning Discourse Structure ↗Sonia Badene, Kate Thompson, Jean-Pierre Lorré et al.17 citations
- Domain Adaptive Inference for Neural Machine Translation ↗Danielle Saunders, Felix Stahlberg, Adrià de Gispert et al.17 citations
- Enhancing Unsupervised Generative Dependency Parser with Contextual Information ↗Wenjuan Han, Yong Jiang, Kewei Tu17 citations
- Exploring Author Context for Detecting Intended vs Perceived SarcasmSilviu Oprea, Walid Magdy17 citations · our summary
- Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ↗Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti17 citations
- LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories ↗Ignacio Iacobacci, Roberto Navigli17 citations
- Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsMikel Artetxe, Holger Schwenk17 citations · our summary
- Multilingual and Cross-Lingual Graded Lexical Entailment ↗Ivan Vulić, Simone Paolo Ponzetto, Goran Glavaš17 citations
- An Imitation Learning Approach to Unsupervised Parsing ↗Bowen Li, Lili Mou, Frank Keller16 citations
- Do You Know That Florence Is Packed with Visitors? Evaluating State-of-the-art Models of Speaker CommitmentNanjiang Jiang, Marie-Catherine de Marneffe · 🏆 Best Short Paper16 citations · our summary
- Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text ↗Jianxing Yu, Zhengjun Zha, Jian Yin16 citations
- Sequence Labeling Parsing by Learning across Representations ↗Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez16 citations
- Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation ↗Nima Pourdamghani, Nada Aldarrab, Marjan Ghazvininejad et al.16 citations
- Automated Chess Commentator Powered by Neural Chess Engine ↗Hongyu Zang, Zhiwei Yu, Xiaojun Wan15 citations
- Fine-Grained Sentence Functions for Short-Text Conversation ↗Wei Bi, Jun Gao, Xiaojiang Liu et al.15 citations
- From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic Expansion ↗Roy Bar-Haim, Dalia Krieger, Orith Toledo-Ronen et al.15 citations
- GrapAL: Connecting the Dots in Scientific Literature ↗Christine Betts, Joanna Power, Waleed Ammar · System Demonstrations15 citations
- Implicit Discourse Relation Identification for Open-domain DialoguesMingyu Derek Ma, Kevin Bowden, Jiaqi Wu et al.15 citations · our summary
- Know What You Don't Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown CategoriesSina Zarrieß, David Schlangen15 citations · our summary
- Like a Baby: Visually Situated Neural Language Acquisition ↗Alexander G. Ororbia, Ankur Mali, Mary Alexandria Kelly et al.15 citations
- Miss Tools and Mr Fruit: Emergent Communication in Agents Learning about Object Affordances ↗Diane Bouchacourt, Marco Baroni15 citations
- Optimal Transport-based Alignment of Learned Character Representations for String Similarity ↗Derek Tam, Nicholas Monath, Ari Kobren et al.15 citations
- Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data ↗Moonsu Han, Minki Kang, Hyunwoo Jung et al.14 citations
- Evidence-based Trustworthiness ↗Yi Zhang, Zachary Ives, Dan Roth14 citations
- Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment ↗Goran Glavaš, Ivan Vulić14 citations
- Hubless Nearest Neighbor Search for Bilingual Lexicon Induction ↗Jiaji Huang, Qiang Qiu, Kenneth Church14 citations
- Learning Morphosyntactic Analyzers from the Bible via Iterative Annotation Projection across 26 Languages ↗Garrett Nicolai, David Yarowsky14 citations
- Neural Network Alignment for Sentential Paraphrases ↗Jessica Ouyang, Kathy McKeown14 citations
- SphereRE: Distinguishing Lexical Relations with Hyperspherical Relation Embeddings ↗Chengyu Wang, Xiaofeng He, Aoying Zhou14 citations
- Storytelling from Structured Data and Knowledge Graphs : An NLG Perspective ↗Abhijit Mishra, Anirban Laha, Karthik Sankaranarayanan et al. · Tutorial Abstracts14 citations
- Unsupervised Rewriter for Multi-Sentence Compression ↗Yang Zhao, Xiaoyu Shen, Wei Bi et al.14 citations
- lingvis.io - A Linguistic Visual Analytics Framework ↗Mennatallah El-Assady, Wolfgang Jentner, Fabian Sperrle et al. · System Demonstrations14 citations
- AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text ↗Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo et al.13 citations
- ClaimPortal: Integrated Monitoring, Searching, Checking, and Analytics of Factual Claims on Twitter ↗Sarthak Majithia, Fatma Arslan, Sumeet Lubal et al. · System Demonstrations13 citations
- EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition ↗Subhradeep Kayal, George Tsatsaronis13 citations
- Multi-task Pairwise Neural Ranking for Hashtag Segmentation ↗Mounica Maddela, Wei Xu, Daniel Preoţiuc-Pietro13 citations
- Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment Tasks ↗Anush Kamath, Sparsh Gupta, Vitor Carvalho13 citations
- StRE: Self Attentive Edit Quality Prediction in Wikipedia ↗Soumya Sarkar, Bhanu Prakash Reddy, Sandipan Sikdar et al.13 citations
- Unsupervised Discovery of Gendered Language through Latent-Variable Modeling ↗Alexander Hoyle, Lawrence Wolf-Sonkin, Hanna Wallach et al.13 citations
- Using Human Attention to Extract Keyphrase from Microblog Post ↗Yingyi Zhang, Chengzhi Zhang13 citations
- Automatic Grammatical Error Correction for Sequence-to-sequence Text Generation: An Empirical Study ↗Tao Ge, Xingxing Zhang, Furu Wei et al.12 citations
- Course Concept Expansion in MOOCs with External Knowledge and Interactive Game ↗Jifan Yu, Chenyu Wang, Gan Luo et al.12 citations
- Deep Neural Model Inspection and Comparison via Functional Neuron Pathways ↗James Fiacco, Samridhi Choudhary, Carolyn Rose12 citations
- Learning Compressed Sentence Representations for On-Device Text Processing ↗Dinghan Shen, Pengyu Cheng, Dhanasekar Sundararaman et al.12 citations
- My Turn To Read: An Interleaved E-book Reading Tool for Developing and Struggling Readers ↗Nitin Madnani, Beata Beigman Klebanov, Anastassia Loukina et al. · System Demonstrations12 citations
- The Effectiveness of Simple Hybrid Systems for Hypernym Discovery ↗William Held, Nizar Habash12 citations
- A Corpus for Modeling User and Language Effects in Argumentation on Online Debating ↗Esin Durmus, Claire Cardie11 citations
- An Automated Framework for Fast Cognate Detection and Bayesian Phylogenetic Inference in Computational Historical Linguistics ↗Taraka Rama, Johann-Mattis List11 citations
- Automatic Evaluation of Local Topic Quality ↗Jeffrey Lund, Piper Armstrong, Wilson Fearn et al.11 citations
- Better Exploiting Latent Variables in Text Modeling ↗Canasai Kruengkrai11 citations
- CNNs found to jump around more skillfully than RNNs: Compositional Generalization in Seq2seq Convolutional Networks ↗Roberto Dessì, Marco Baroni11 citations
- Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding ↗Junyi Li, Wayne Xin Zhao, Ji-Rong Wen et al.11 citations
- Manipulating the Difficulty of C-Tests ↗Ji-Ung Lee, Erik Schwan, Christian M. Meyer11 citations
- Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae ↗Piero Molino, Yang Wang, Jiawei Zhang · System Demonstrations11 citations
- Rationally Reappraising ATIS-based Dialogue Systems ↗Jingcheng Niu, Gerald Penn11 citations
- SLATE: A Super-Lightweight Annotation Tool for Experts ↗Jonathan K. Kummerfeld · System Demonstrations11 citations
- Text Categorization by Learning Predominant Sense of Words as Auxiliary Task ↗Kazuya Shimura, Jiyi Li, Fumiyo Fukumoto11 citations
- Unraveling Antonym's Word Vectors through a Siamese-like Network ↗Mathias Etcheverry, Dina Wonsever11 citations
- Using LSTMs to Assess the Obligatoriness of Phonological Distinctive Features for Phonotactic Learning ↗Nicole Mirea, Klinton Bicknell11 citations
- A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction ↗Mengjie Zhao, Hinrich Schütze10 citations
- An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing ↗Zhisong Zhang, Xuezhe Ma, Eduard Hovy10 citations
- Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge ↗Ashok Prakash, Arpit Sharma, Arindam Mitra et al.10 citations
- Improving Open Information Extraction via Iterative Rank-Aware Learning ↗Zhengbao Jiang, Pengcheng Yin, Graham Neubig10 citations
- Joint Effects of Context and User History for Predicting Online Conversation Re-entries ↗Xingshan Zeng, Jing Li, Lu Wang et al.10 citations
- Open-Domain Why-Question Answering with Adversarial Learning to Encode Answer Texts ↗Jong-Hoon Oh, Kazuma Kadowaki, Julien Kloetzer et al.10 citations
- PerspectroScope: A Window to the World of Diverse Perspectives ↗Sihao Chen, Daniel Khashabi, Chris Callison-Burch et al. · System Demonstrations10 citations
- Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ↗Yitong Li, Timothy Baldwin, Trevor Cohn10 citations
- Toward Comprehensive Understanding of a Sentiment Based on Human Motives ↗Naoki Otani, Eduard Hovy10 citations
- Unified Semantic Parsing with Weak Supervision ↗Priyanka Agrawal, Ayushi Dalmia, Parag Jain et al.10 citations
- AdaNSP: Uncertainty-driven Adaptive Decoding in Neural Semantic Parsing ↗Xiang Zhang, Shizhu He, Kang Liu et al.9 citations
- Aiming beyond the Obvious: Identifying Non-Obvious Cases in Semantic Similarity Datasets ↗Nicole Peinelt, Maria Liakata, Dong Nguyen9 citations
- Identifying Visible Actions in Lifestyle Vlogs ↗Oana Ignat, Laura Burdick, Jia Deng et al.9 citations
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