NAACL 2018: all accepted papers
- Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning ↗Xin Wang, Yuan-Fang Wang, William Yang Wang · Human Language Technologies, Volume 2 (Short Papers74 citations
- Before Name-Calling: Dynamics and Triggers of Ad Hominem Fallacies in Web ArgumentationIvan Habernal, Henning Wachsmuth, Iryna Gurevych et al. · Human Language Technologies, Volume 1 (Long Papers72 citations · our summary
- Parsing Tweets into Universal DependenciesYijia Liu, Yi Zhu, Wanxiang Che et al. · Human Language Technologies, Volume 1 (Long Papers72 citations · our summary
- A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation ↗Juraj Juraska, Panagiotis Karagiannis, Kevin Bowden et al. · Human Language Technologies, Volume 1 (Long Papers71 citations
- Discourse-Aware Neural Rewards for Coherent Text Generation ↗Antoine Bosselut, Asli Celikyilmaz, Xiaodong He et al. · Human Language Technologies, Volume 1 (Long Papers71 citations
- Learning Visually Grounded Sentence Representations ↗Douwe Kiela, Alexis Conneau, Allan Jabri et al. · Human Language Technologies, Volume 1 (Long Papers71 citations
- Self-Training for Jointly Learning to Ask and Answer Questions ↗Mrinmaya Sachan, Eric Xing · Human Language Technologies, Volume 1 (Long Papers70 citations
- Crowdsourcing Question-Answer Meaning RepresentationsJulian Michael, Gabriel Stanovsky, Luheng He et al. · Human Language Technologies, Volume 2 (Short Papers68 citations · our summary
- What's Going On in Neural Constituency Parsers? An Analysis ↗David Gaddy, Mitchell Stern, Dan Klein · Human Language Technologies, Volume 1 (Long Papers68 citations
- Learning Joint Semantic Parsers from Disjoint Data ↗Hao Peng, Sam Thomson, Swabha Swayamdipta et al. · Human Language Technologies, Volume 1 (Long Papers66 citations
- Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a ParagraphZeyu Dai, Ruihong Huang · Human Language Technologies, Volume 1 (Long Papers64 citations · our summary
- Multi-Task Learning for Argumentation Mining in Low-Resource Settings ↗Claudia Schulz, Steffen Eger, Johannes Daxenberger et al. · Human Language Technologies, Volume 2 (Short Papers64 citations
- Cross-Lingual Abstract Meaning Representation Parsing ↗Marco Damonte, Shay B. Cohen · Human Language Technologies, Volume 1 (Long Papers63 citations
- Unified Pragmatic Models for Generating and Following InstructionsDaniel Fried, Jacob Andreas, Dan Klein · Human Language Technologies, Volume 1 (Long Papers63 citations · our summary
- Cross-Lingual Learning-to-Rank with Shared Representations ↗Shota Sasaki, Shuo Sun, Shigehiko Schamoni et al. · Human Language Technologies, Volume 2 (Short Papers62 citations
- Pragmatically Informative Image Captioning with Character-Level InferenceReuben Cohn-Gordon, Noah Goodman, Christopher Potts · Human Language Technologies, Volume 2 (Short Papers62 citations · our summary
- Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation ↗Shuming Ma, Xu Sun, Wei Li et al. · Human Language Technologies, Volume 1 (Long Papers62 citations
- Sentiment Analysis: It's Complicated! ↗Kian Kenyon-Dean, Eisha Ahmed, Scott Fujimoto et al. · Human Language Technologies, Volume 1 (Long Papers62 citations
- Universal Dependency Parsing for Hindi-English Code-Switching ↗Irshad Bhat, Riyaz A. Bhat, Manish Shrivastava et al. · Human Language Technologies, Volume 1 (Long Papers62 citations
- Learning to Disentangle Interleaved Conversational Threads with a Siamese Hierarchical Network and Similarity Ranking ↗Jyun-Yu Jiang, Francine Chen, Yan-Ying Chen et al. · Human Language Technologies, Volume 1 (Long Papers60 citations
- Neural Models of FactualityRachel Rudinger, Aaron Steven White, Benjamin Van Durme · Human Language Technologies, Volume 1 (Long Papers59 citations · our summary
- Learning to Color from Language ↗Varun Manjunatha, Mohit Iyyer, Jordan Boyd-Graber et al. · Human Language Technologies, Volume 2 (Short Papers58 citations
- Linguistic Cues to Deception and Perceived Deception in Interview Dialogues ↗Sarah Ita Levitan, Angel Maredia, Julia Hirschberg · Human Language Technologies, Volume 1 (Long Papers58 citations
- An automated medical scribe for documenting clinical encounters ↗Gregory Finley, Erik Edwards, Amanda Robinson et al. · Demonstrations57 citations
- Context Sensitive Neural Lemmatization with Lematus ↗Toms Bergmanis, Sharon Goldwater · Human Language Technologies, Volume 1 (Long Papers57 citations
- Deconfounded Lexicon Induction for Interpretable Social Science ↗Reid Pryzant, Kelly Shen, Dan Jurafsky et al. · Human Language Technologies, Volume 1 (Long Papers57 citations
- Simple and Effective Semi-Supervised Question Answering ↗Bhuwan Dhingra, Danish Pruthi, Dheeraj Rajagopal · Human Language Technologies, Volume 2 (Short Papers57 citations
- Multimodal Emoji Prediction ↗Francesco Barbieri, Miguel Ballesteros, Francesco Ronzano et al. · Human Language Technologies, Volume 2 (Short Papers56 citations
- Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource ↗Qiang Ning, Hao Wu, Haoruo Peng et al. · Human Language Technologies, Volume 1 (Long Papers55 citations
- Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens ↗Marek Rei, Anders Søgaard · Human Language Technologies, Volume 1 (Long Papers55 citations
- An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols ↗Chaitanya Kulkarni, Wei Xu, Alan Ritter et al. · Human Language Technologies, Volume 2 (Short Papers54 citations
- Feudal Reinforcement Learning for Dialogue Management in Large Domains ↗Iñigo Casanueva, Paweł Budzianowski, Pei-Hao Su et al. · Human Language Technologies, Volume 2 (Short Papers54 citations
- Scene Graph Parsing as Dependency Parsing ↗Yu-Siang Wang, Chenxi Liu, Xiaohui Zeng et al. · Human Language Technologies, Volume 1 (Long Papers53 citations
- How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues ↗Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen · Human Language Technologies, Volume 1 (Long Papers52 citations
- Handling Homographs in Neural Machine Translation ↗Frederick Liu, Han Lu, Graham Neubig · Human Language Technologies, Volume 1 (Long Papers51 citations
- Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis ↗Fei Liu, Trevor Cohn, Timothy Baldwin · Human Language Technologies, Volume 2 (Short Papers51 citations
- Sounding Board: A User-Centric and Content-Driven Social Chatbot ↗Hao Fang, Hao Cheng, Maarten Sap et al. · Demonstrations51 citations
- Cross-Domain Review Helpfulness Prediction Based on Convolutional Neural Networks with Auxiliary Domain Discriminators ↗Cen Chen, Yinfei Yang, Jun Zhou et al. · Human Language Technologies, Volume 2 (Short Papers50 citations
- Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing ↗Annervaz K M, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati · Human Language Technologies, Volume 1 (Long Papers50 citations
- Mittens: an Extension of GloVe for Learning Domain-Specialized Representations ↗Nicholas Dingwall, Christopher Potts · Human Language Technologies, Volume 2 (Short Papers50 citations
- Sentence Simplification with Memory-Augmented Neural Networks ↗Tu Vu, Baotian Hu, Tsendsuren Munkhdalai et al. · Human Language Technologies, Volume 2 (Short Papers50 citations
- A Melody-Conditioned Lyrics Language Model ↗Kento Watanabe, Yuichiroh Matsubayashi, Satoru Fukayama et al. · Human Language Technologies, Volume 1 (Long Papers49 citations
- Learning Domain Representation for Multi-Domain Sentiment Classification ↗Qi Liu, Yue Zhang, Jiangming Liu · Human Language Technologies, Volume 1 (Long Papers49 citations
- Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media ↗Gustavo Aguilar, Adrian Pastor López-Monroy, Fabio González et al. · Human Language Technologies, Volume 1 (Long Papers49 citations
- Recurrent Neural Networks as Weighted Language Recognizers ↗Yining Chen, Sorcha Gilroy, Andreas Maletti et al. · Human Language Technologies, Volume 1 (Long Papers48 citations
- Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts ↗Yingyi Zhang, Jing Li, Yan Song et al. · Human Language Technologies, Volume 1 (Long Papers47 citations
- Visual Referring Expression Recognition: What Do Systems Actually Learn? ↗Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick · Human Language Technologies, Volume 2 (Short Papers47 citations
- ELDEN: Improved Entity Linking Using Densified Knowledge Graphs ↗Priya Radhakrishnan, Partha Talukdar, Vasudeva Varma · Human Language Technologies, Volume 1 (Long Papers46 citations
- Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information ↗Trang Tran, Shubham Toshniwal, Mohit Bansal et al. · Human Language Technologies, Volume 1 (Long Papers46 citations
- Can Neural Machine Translation be Improved with User Feedback? ↗Julia Kreutzer, Shahram Khadivi, Evgeny Matusov et al. · Human Language Technologies, Volume 3 (Industry Papers45 citations
- Learning to Collaborate for Question Answering and Asking ↗Duyu Tang, Nan Duan, Zhao Yan et al. · Human Language Technologies, Volume 1 (Long Papers45 citations
- Collective Entity Disambiguation with Structured Gradient Tree Boosting ↗Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman · Human Language Technologies, Volume 1 (Long Papers43 citations
- Personalized neural language models for real-world query auto completion ↗Nicolas Fiorini, Zhiyong Lu · Human Language Technologies, Volume 3 (Industry Papers43 citations
- SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation ↗Ye Zhang, Nan Ding, Radu Soricut · Human Language Technologies, Volume 1 (Long Papers43 citations
- Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages ↗Katharina Kann, Manuel Mager, Ivan Meza-Ruiz et al. · Human Language Technologies, Volume 1 (Long Papers42 citations
- Semi-Supervised Event Extraction with Paraphrase Clusters ↗James Ferguson, Colin Lockard, Daniel Weld et al. · Human Language Technologies, Volume 2 (Short Papers42 citations
- The Alexa Meaning Representation Language ↗Thomas Kollar, Danielle Berry, Lauren Stuart et al. · Human Language Technologies, Volume 3 (Industry Papers42 citations
- The Importance of Calibration for Estimating Proportions from Annotations ↗Dallas Card, Noah A. Smith · Human Language Technologies, Volume 1 (Long Papers42 citations
- Efficient Sequence Learning with Group Recurrent Networks ↗Fei Gao, Lijun Wu, Li Zhao et al. · Human Language Technologies, Volume 1 (Long Papers41 citations
- Reinforced Co-Training ↗Jiawei Wu, Lei Li, William Yang Wang · Human Language Technologies, Volume 1 (Long Papers41 citations
- What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training ↗Yitong Li, Timothy Baldwin, Trevor Cohn · Human Language Technologies, Volume 2 (Short Papers40 citations
- Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources ↗Ivan Vulić, Goran Glavaš, Nikola Mrkšić et al. · Human Language Technologies, Volume 1 (Long Papers39 citations
- Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality ↗Md Shad Akhtar, Palaash Sawant, Sukanta Sen et al. · Human Language Technologies, Volume 1 (Long Papers39 citations
- Challenging Reading Comprehension on Daily Conversation: Passage Completion on Multiparty Dialog ↗Kaixin Ma, Tomasz Jurczyk, Jinho D. Choi · Human Language Technologies, Volume 1 (Long Papers38 citations
- Combining Deep Learning and Topic Modeling for Review Understanding in Context-Aware Recommendation ↗Mingmin Jin, Xin Luo, Huiling Zhu et al. · Human Language Technologies, Volume 1 (Long Papers38 citations
- Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection ↗Haw-Shiuan Chang, Ziyun Wang, Luke Vilnis et al. · Human Language Technologies, Volume 1 (Long Papers38 citations
- Factors Influencing the Surprising Instability of Word Embeddings ↗Laura Wendlandt, Jonathan K. Kummerfeld, Rada Mihalcea · Human Language Technologies, Volume 1 (Long Papers38 citations
- Knowledge-Enriched Two-Layered Attention Network for Sentiment Analysis ↗Abhishek Kumar, Daisuke Kawahara, Sadao Kurohashi · Human Language Technologies, Volume 2 (Short Papers38 citations
- Object Counts! Bringing Explicit Detections Back into Image Captioning ↗Josiah Wang, Pranava Swaroop Madhyastha, Lucia Specia · Human Language Technologies, Volume 1 (Long Papers38 citations
- Entity Commonsense Representation for Neural Abstractive Summarization ↗Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang · Human Language Technologies, Volume 1 (Long Papers36 citations
- Identifying Semantic Divergences in Parallel Text without Annotations ↗Yogarshi Vyas, Xing Niu, Marine Carpuat · Human Language Technologies, Volume 1 (Long Papers36 citations
- Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering ↗Seunghyun Yoon, Joongbo Shin, Kyomin Jung · Human Language Technologies, Volume 1 (Long Papers36 citations
- Abstract Meaning Representation for Paraphrase Detection ↗Fuad Issa, Marco Damonte, Shay B. Cohen et al. · Human Language Technologies, Volume 1 (Long Papers35 citations
- Assessing Language Proficiency from Eye Movements in Reading ↗Yevgeni Berzak, Boris Katz, Roger Levy · Human Language Technologies, Volume 1 (Long Papers35 citations
- Detecting Denial-of-Service Attacks from Social Media Text: Applying NLP to Computer Security ↗Nathanael Chambers, Ben Fry, James McMasters · Human Language Technologies, Volume 1 (Long Papers35 citations
- Gated Multi-Task Network for Text Classification ↗Liqiang Xiao, Honglun Zhang, Wenqing Chen · Human Language Technologies, Volume 2 (Short Papers35 citations
- Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization ↗Preksha Nema, Shreyas Shetty, Parag Jain et al. · Human Language Technologies, Volume 1 (Long Papers35 citations
- Learning Hidden Unit Contribution for Adapting Neural Machine Translation Models ↗David Vilar · Human Language Technologies, Volume 2 (Short Papers35 citations
- Natural Language Generation by Hierarchical Decoding with Linguistic Patterns ↗Shang-Yu Su, Kai-Ling Lo, Yi-Ting Yeh et al. · Human Language Technologies, Volume 2 (Short Papers35 citations
- Neural Network based Extreme Classification and Similarity Models for Product Matching ↗Kashif Shah, Selcuk Kopru, Jean-David Ruvini · Human Language Technologies, Volume 3 (Industry Papers35 citations
- Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem ↗Sven Buechel, Udo Hahn · Human Language Technologies, Volume 1 (Long Papers35 citations
- Modeling Semantic Plausibility by Injecting World Knowledge ↗Su Wang, Greg Durrett, Katrin Erk · Human Language Technologies, Volume 2 (Short Papers34 citations
- SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling ↗Ana Marasović, Anette Frank · Human Language Technologies, Volume 1 (Long Papers34 citations
- The Context-Dependent Additive Recurrent Neural Net ↗Quan Hung Tran, Tuan Lai, Gholamreza Haffari et al. · Human Language Technologies, Volume 1 (Long Papers34 citations
- Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets ↗Wei-Lun Chao, Hexiang Hu, Fei Sha · Human Language Technologies, Volume 1 (Long Papers33 citations
- Contextualized Word Representations for Reading Comprehension ↗Shimi Salant, Jonathan Berant · Human Language Technologies, Volume 2 (Short Papers33 citations
- Generating Topic-Oriented Summaries Using Neural Attention ↗Kundan Krishna, Balaji Vasan Srinivasan · Human Language Technologies, Volume 1 (Long Papers33 citations
- On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference ↗Adam Poliak, Yonatan Belinkov, James Glass et al. · Human Language Technologies, Volume 2 (Short Papers33 citations
- Querying Word Embeddings for Similarity and Relatedness ↗Fatemeh Torabi Asr, Robert Zinkov, Michael Jones · Human Language Technologies, Volume 1 (Long Papers33 citations
- Relevant Emotion Ranking from Text Constrained with Emotion Relationships ↗Deyu Zhou, Yang Yang, Yulan He · Human Language Technologies, Volume 1 (Long Papers33 citations
- Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention ↗Huadong Chen, Shujian Huang, David Chiang et al. · Human Language Technologies, Volume 1 (Long Papers32 citations
- Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents ↗Anuj Kumar Goyal, Angeliki Metallinou, Spyros Matsoukas · Human Language Technologies, Volume 3 (Industry Papers32 citations
- Neural Poetry Translation ↗Marjan Ghazvininejad, Yejin Choi, Kevin Knight · Human Language Technologies, Volume 2 (Short Papers32 citations
- Behavior Analysis of NLI Models: Uncovering the Influence of Three Factors on RobustnessIvan Sanchez, Jeff Mitchell, Sebastian Riedel · Human Language Technologies, Volume 1 (Long Papers31 citations · our summary
- Syntactically Aware Neural Architectures for Definition Extraction ↗Luis Espinosa-Anke, Steven Schockaert · Human Language Technologies, Volume 2 (Short Papers31 citations
- A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization ↗Parag Jain, Anirban Laha, Karthik Sankaranarayanan et al. · Human Language Technologies, Volume 2 (Short Papers30 citations
- Implicit Argument Prediction with Event Knowledge ↗Pengxiang Cheng, Katrin Erk · Human Language Technologies, Volume 1 (Long Papers30 citations
- Looking for Structure in Lexical and Acoustic-Prosodic Entrainment Behaviors ↗Andreas Weise, Rivka Levitan · Human Language Technologies, Volume 2 (Short Papers29 citations
- Simplification Using Paraphrases and Context-Based Lexical Substitution ↗Reno Kriz, Eleni Miltsakaki, Marianna Apidianaki et al. · Human Language Technologies, Volume 1 (Long Papers29 citations
- Data Collection for Dialogue System: A Startup Perspective ↗Yiping Kang, Yunqi Zhang, Jonathan K. Kummerfeld et al. · Human Language Technologies, Volume 3 (Industry Papers28 citations
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