NAACL 2018: all accepted papers
- Microblog Conversation Recommendation via Joint Modeling of Topics and Discourse ↗Xingshan Zeng, Jing Li, Lu Wang et al. · Human Language Technologies, Volume 1 (Long Papers28 citations
- Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets ↗Jack Hessel, David Mimno, Lillian Lee · Human Language Technologies, Volume 1 (Long Papers28 citations
- The Word Analogy Testing Caveat ↗Natalie Schluter · Human Language Technologies, Volume 2 (Short Papers28 citations
- Global Relation Embedding for Relation Extraction ↗Yu Su, Honglei Liu, Semih Yavuz et al. · Human Language Technologies, Volume 1 (Long Papers27 citations
- Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books ↗Suraj Maharjan, Sudipta Kar, Manuel Montes et al. · Human Language Technologies, Volume 2 (Short Papers27 citations
- Dense Information Flow for Neural Machine Translation ↗Yanyao Shen, Xu Tan, Di He et al. · Human Language Technologies, Volume 1 (Long Papers26 citations
- Natural Answer Generation with Heterogeneous Memory ↗Yao Fu, Yansong Feng · Human Language Technologies, Volume 1 (Long Papers26 citations
- What's This Movie About? A Joint Neural Network Architecture for Movie Content Analysis ↗Philip John Gorinski, Mirella Lapata · Human Language Technologies, Volume 1 (Long Papers26 citations
- Attentive Interaction Model: Modeling Changes in View in Argumentation ↗Yohan Jo, Shivani Poddar, Byungsoo Jeon et al. · Human Language Technologies, Volume 1 (Long Papers25 citations
- Detecting Egregious Conversations between Customers and Virtual Agents ↗Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig et al. · Human Language Technologies, Volume 1 (Long Papers25 citations
- Dialog Generation Using Multi-Turn Reasoning Neural Networks ↗Xianchao Wu, Ander Martínez, Momo Klyen · Human Language Technologies, Volume 1 (Long Papers25 citations
- Sentences with Gapping: Parsing and Reconstructing Elided PredicatesSebastian Schuster, Joakim Nivre, Christopher D. Manning · Human Language Technologies, Volume 1 (Long Papers25 citations · our summary
- Tensor Product Generation Networks for Deep NLP Modeling ↗Qiuyuan Huang, Paul Smolensky, Xiaodong He et al. · Human Language Technologies, Volume 1 (Long Papers25 citations
- A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding ↗Young-Bum Kim, Dongchan Kim, Joo-Kyung Kim et al. · Human Language Technologies, Volume 3 (Industry Papers24 citations
- A Simple and Effective Approach to the Story Cloze Test ↗Siddarth Srinivasan, Richa Arora, Mark Riedl · Human Language Technologies, Volume 2 (Short Papers24 citations
- Binarized LSTM Language Model ↗Xuan Liu, Di Cao, Kai Yu · Human Language Technologies, Volume 1 (Long Papers24 citations
- Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations ↗Koki Washio, Tsuneaki Kato · Human Language Technologies, Volume 1 (Long Papers24 citations
- Identifying the Most Dominant Event in a News Article by Mining Event Coreference RelationsPrafulla Kumar Choubey, Kaushik Raju, Ruihong Huang · Human Language Technologies, Volume 2 (Short Papers24 citations · our summary
- Target Foresight Based Attention for Neural Machine Translation ↗Xintong Li, Lemao Liu, Zhaopeng Tu et al. · Human Language Technologies, Volume 1 (Long Papers24 citations
- A Corpus of Non-Native Written English Annotated for Metaphor ↗Beata Beigman Klebanov, Chee Wee (Ben) Leong, Michael Flor · Human Language Technologies, Volume 2 (Short Papers23 citations
- A Meaning-Based Statistical English Math Word Problem Solver ↗Chao-Chun Liang, Yu-Shiang Wong, Yi-Chung Lin et al. · Human Language Technologies, Volume 1 (Long Papers23 citations
- Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model ↗Goran Glavaš, Ivan Vulić · Human Language Technologies, Volume 2 (Short Papers23 citations
- Estimating Summary Quality with Pairwise Preferences ↗Markus Zopf · Human Language Technologies, Volume 1 (Long Papers23 citations
- Noise-Robust Morphological Disambiguation for Dialectal ArabicNasser Zalmout, Alexander Erdmann, Nizar Habash · Human Language Technologies, Volume 1 (Long Papers23 citations · our summary
- Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures ↗Zhucheng Tu, Mengping Li, Jimmy Lin · Demonstrations23 citations
- Bag of Experts Architectures for Model Reuse in Conversational Language Understanding ↗Rahul Jha, Alex Marin, Suvamsh Shivaprasad et al. · Human Language Technologies, Volume 3 (Industry Papers22 citations
- Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment ↗Shweta Yadav, Asif Ekbal, Sriparna Saha et al. · Human Language Technologies, Volume 2 (Short Papers22 citations
- Comparing Theories of Speaker Choice Using a Model of Classifier Production in Mandarin Chinese ↗Meilin Zhan, Roger Levy · Human Language Technologies, Volume 1 (Long Papers21 citations
- Higher-Order Syntactic Attention Network for Longer Sentence Compression ↗Hidetaka Kamigaito, Katsuhiko Hayashi, Tsutomu Hirao et al. · Human Language Technologies, Volume 1 (Long Papers21 citations
- Robust Cross-Lingual Hypernymy Detection Using Dependency Context ↗Shyam Upadhyay, Yogarshi Vyas, Marine Carpuat et al. · Human Language Technologies, Volume 1 (Long Papers21 citations
- Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task ↗Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha et al. · Human Language Technologies, Volume 1 (Long Papers20 citations
- Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata ↗Lucie-Aimée Kaffee, Hady Elsahar, Pavlos Vougiouklis et al. · Human Language Technologies, Volume 2 (Short Papers20 citations
- Objective Function Learning to Match Human Judgements for Optimization-Based Summarization ↗Maxime Peyrard, Iryna Gurevych · Human Language Technologies, Volume 2 (Short Papers20 citations
- QuickEdit: Editing Text & Translations by Crossing Words Out ↗David Grangier, Michael Auli · Human Language Technologies, Volume 1 (Long Papers20 citations
- Stacking with Auxiliary Features for Visual Question Answering ↗Nazneen Fatema Rajani, Raymond Mooney · Human Language Technologies, Volume 1 (Long Papers20 citations
- A Transition-Based Algorithm for Unrestricted AMR Parsing ↗David Vilares, Carlos Gómez-Rodríguez · Human Language Technologies, Volume 2 (Short Papers19 citations
- EMR Coding with Semi-Parametric Multi-Head Matching Networks ↗Anthony Rios, Ramakanth Kavuluru · Human Language Technologies, Volume 1 (Long Papers19 citations
- Neural Storyline Extraction Model for Storyline Generation from News Articles ↗Deyu Zhou, Linsen Guo, Yulan He · Human Language Technologies, Volume 1 (Long Papers19 citations
- Olive Oil is Made \textitof Olives, Baby Oil is Made \textitfor Babies: Interpreting Noun Compounds Using Paraphrases in a Neural Model ↗Vered Shwartz, Chris Waterson · Human Language Technologies, Volume 2 (Short Papers19 citations
- Deep Learning for Conversational AI ↗Pei-Hao Su, Nikola Mrkšić, Iñigo Casanueva et al. · Tutorial Abstracts18 citations
- Enhanced Word Representations for Bridging Anaphora ResolutionYufang Hou · Human Language Technologies, Volume 2 (Short Papers18 citations · our summary
- Joint Bootstrapping Machines for High Confidence Relation Extraction ↗Pankaj Gupta, Benjamin Roth, Hinrich Schütze · Human Language Technologies, Volume 1 (Long Papers18 citations
- RankME: Reliable Human Ratings for Natural Language GenerationJekaterina Novikova, Ondřej Dušek, Verena Rieser · Human Language Technologies, Volume 2 (Short Papers18 citations · our summary
- Using Morphological Knowledge in Open-Vocabulary Neural Language Models ↗Austin Matthews, Graham Neubig, Chris Dyer · Human Language Technologies, Volume 1 (Long Papers18 citations
- Using Word Vectors to Improve Word Alignments for Low Resource Machine Translation ↗Nima Pourdamghani, Marjan Ghazvininejad, Kevin Knight · Human Language Technologies, Volume 2 (Short Papers18 citations
- Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes ↗Snigdha Chaturvedi, Shashank Srivastava, Dan Roth · Human Language Technologies, Volume 2 (Short Papers18 citations
- Deep Dungeons and Dragons: Learning Character-Action Interactions from Role-Playing Game Transcripts ↗Annie Louis, Charles Sutton · Human Language Technologies, Volume 2 (Short Papers17 citations
- Document-based Recommender System for Job Postings using Dense Representations ↗Ahmed Elsafty, Martin Riedl, Chris Biemann · Human Language Technologies, Volume 3 (Industry Papers17 citations
- Effective Crowdsourcing for a New Type of Summarization Task ↗Youxuan Jiang, Catherine Finegan-Dollak, Jonathan K. Kummerfeld et al. · Human Language Technologies, Volume 2 (Short Papers17 citations
- Exploring the Role of Prior Beliefs for Argument Persuasion ↗Esin Durmus, Claire Cardie · Human Language Technologies, Volume 1 (Long Papers17 citations
- Reference-less Measure of Faithfulness for Grammatical Error Correction ↗Leshem Choshen, Omri Abend · Human Language Technologies, Volume 2 (Short Papers17 citations
- Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System ↗Judith Gaspers, Penny Karanasou, Rajen Chatterjee · Human Language Technologies, Volume 3 (Industry Papers17 citations
- Self-Attentive Residual Decoder for Neural Machine Translation ↗Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram et al. · Human Language Technologies, Volume 1 (Long Papers17 citations
- Simple Models for Word Formation in Slang ↗Vivek Kulkarni, William Yang Wang · Human Language Technologies, Volume 1 (Long Papers17 citations
- Variable Typing: Assigning Meaning to Variables in Mathematical Text ↗Yiannos Stathopoulos, Simon Baker, Marek Rei et al. · Human Language Technologies, Volume 1 (Long Papers17 citations
- ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System ↗Boliang Zhang, Ying Lin, Xiaoman Pan et al. · Demonstrations16 citations
- Pieces of Eight: 8-bit Neural Machine Translation ↗Jerry Quinn, Miguel Ballesteros · Human Language Technologies, Volume 3 (Industry Papers16 citations
- Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text ↗Ji Wen, Xu Sun, Xuancheng Ren et al. · Human Language Technologies, Volume 2 (Short Papers16 citations
- Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data ↗Haibo Ding, Ellen Riloff · Human Language Technologies, Volume 1 (Long Papers15 citations
- Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing ↗Maria Barrett, Ana Valeria González-Garduño, Lea Frermann et al. · Human Language Technologies, Volume 1 (Long Papers15 citations
- CL Scholar: The ACL Anthology Knowledge Graph Miner ↗Mayank Singh, Pradeep Dogga, Sohan Patro et al. · Demonstrations14 citations
- Character-Based Neural Networks for Sentence Pair Modeling ↗Wuwei Lan, Wei Xu · Human Language Technologies, Volume 2 (Short Papers14 citations
- CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension ↗Simon Šuster, Walter Daelemans · Human Language Technologies, Volume 1 (Long Papers14 citations
- Evaluating bilingual word embeddings on the long tail ↗Fabienne Braune, Viktor Hangya, Tobias Eder et al. · Human Language Technologies, Volume 2 (Short Papers14 citations
- Learning Word Embeddings for Low-Resource Languages by PU Learning ↗Chao Jiang, Hsiang-Fu Yu, Cho-Jui Hsieh et al. · Human Language Technologies, Volume 1 (Long Papers14 citations
- Multimodal Frame Identification with Multilingual Evaluation ↗Teresa Botschen, Iryna Gurevych, Jan-Christoph Klie et al. · Human Language Technologies, Volume 1 (Long Papers14 citations
- Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation ↗Roman Grundkiewicz, Marcin Junczys-Dowmunt · Human Language Technologies, Volume 2 (Short Papers14 citations
- Neural Syntactic Generative Models with Exact Marginalization ↗Jan Buys, Phil Blunsom · Human Language Technologies, Volume 1 (Long Papers14 citations
- Polyglot Semantic Parsing in APIs ↗Kyle Richardson, Jonathan Berant, Jonas Kuhn · Human Language Technologies, Volume 1 (Long Papers14 citations
- A Structured Syntax-Semantics Interface for English-AMR AlignmentIda Szubert, Adam Lopez, Nathan Schneider · Human Language Technologies, Volume 1 (Long Papers13 citations · our summary
- Acquisition of Phrase Correspondences Using Natural Deduction Proofs ↗Hitomi Yanaka, Koji Mineshima, Pascual Martínez-Gómez et al. · Human Language Technologies, Volume 1 (Long Papers13 citations
- Atypical Inputs in Educational Applications ↗Su-Youn Yoon, Aoife Cahill, Anastassia Loukina et al. · Human Language Technologies, Volume 3 (Industry Papers13 citations
- Determining Event Durations: Models and Error Analysis ↗Alakananda Vempala, Eduardo Blanco, Alexis Palmer · Human Language Technologies, Volume 2 (Short Papers13 citations
- From dictations to clinical reports using machine translation ↗Gregory Finley, Wael Salloum, Najmeh Sadoughi et al. · Human Language Technologies, Volume 3 (Industry Papers13 citations
- Hierarchical Structured Model for Fine-to-Coarse Manifesto Text Analysis ↗Shivashankar Subramanian, Trevor Cohn, Timothy Baldwin · Human Language Technologies, Volume 1 (Long Papers13 citations
- SystemT: Declarative Text Understanding for Enterprise ↗Laura Chiticariu, Marina Danilevsky, Yunyao Li et al. · Human Language Technologies, Volume 3 (Industry Papers13 citations
- Comparing Constraints for Taxonomic Organization ↗Anne Cocos, Marianna Apidianaki, Chris Callison-Burch · Human Language Technologies, Volume 1 (Long Papers12 citations
- Early Text Classification Using Multi-Resolution Concept Representations ↗Adrian Pastor López-Monroy, Fabio A. González, Manuel Montes et al. · Human Language Technologies, Volume 1 (Long Papers12 citations
- End-to-End Graph-Based TAG Parsing with Neural Networks ↗Jungo Kasai, Robert Frank, Pauli Xu et al. · Human Language Technologies, Volume 1 (Long Papers12 citations
- Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach ↗Poorya Zaremoodi, Gholamreza Haffari · Human Language Technologies, Volume 1 (Long Papers12 citations
- Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees ↗Ola Rønning, Daniel Hardt, Anders Søgaard · Human Language Technologies, Volume 2 (Short Papers12 citations
- Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction ↗Procheta Sen, Debasis Ganguly, Gareth Jones · Human Language Technologies, Volume 1 (Long Papers12 citations
- Transition-Based Chinese AMR Parsing ↗Chuan Wang, Bin Li, Nianwen Xue · Human Language Technologies, Volume 2 (Short Papers12 citations
- Which Scores to Predict in Sentence Regression for Text Summarization? ↗Markus Zopf, Eneldo Loza Mencía, Johannes Fürnkranz · Human Language Technologies, Volume 1 (Long Papers12 citations
- Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time ↗Pankaj Gupta, Subburam Rajaram, Hinrich Schütze et al. · Human Language Technologies, Volume 1 (Long Papers11 citations
- Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding ↗Huasha Zhao, Yi Yang, Qiong Zhang et al. · Human Language Technologies, Volume 2 (Short Papers11 citations
- LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics ↗Zhen Xu, Nan Jiang, Bingquan Liu et al. · Human Language Technologies, Volume 1 (Long Papers11 citations
- Learning Sentence Representations over Tree Structures for Target-Dependent Classification ↗Junwen Duan, Xiao Ding, Ting Liu · Human Language Technologies, Volume 1 (Long Papers11 citations
- Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation ↗Shudong Hao, Jordan Boyd-Graber, Michael J. Paul · Human Language Technologies, Volume 1 (Long Papers11 citations
- Syntactic Patterns Improve Information Extraction for Medical Search ↗Roma Patel, Yinfei Yang, Iain Marshall et al. · Human Language Technologies, Volume 2 (Short Papers11 citations
- Using Aspect Extraction Approaches to Generate Review Summaries and User Profiles ↗Christopher Mitcheltree, Skyler Wharton, Avneesh Saluja · Human Language Technologies, Volume 3 (Industry Papers11 citations
- Demand-Weighted Completeness Prediction for a Knowledge Base ↗Andrew Hopkinson, Amit Gurdasani, Dave Palfrey et al. · Human Language Technologies, Volume 3 (Industry Papers10 citations
- Predicting Foreign Language Usage from English-Only Social Media Posts ↗Svitlana Volkova, Stephen Ranshous, Lawrence Phillips · Human Language Technologies, Volume 2 (Short Papers10 citations
- Visually Guided Spatial Relation Extraction from Text ↗Taher Rahgooy, Umar Manzoor, Parisa Kordjamshidi · Human Language Technologies, Volume 2 (Short Papers10 citations
- 360\textdegree Stance Detection ↗Sebastian Ruder, John Glover, Afshin Mehrabani et al. · Demonstrations9 citations
- Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation? ↗Abhik Jana, Pawan Goyal · Human Language Technologies, Volume 1 (Long Papers9 citations
- Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision ↗Sandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi · Human Language Technologies, Volume 1 (Long Papers9 citations
- Object Ordering with Bidirectional Matchings for Visual Reasoning ↗Hao Tan, Mohit Bansal · Human Language Technologies, Volume 2 (Short Papers9 citations
- Punny Captions: Witty Wordplay in Image Descriptions ↗Arjun Chandrasekaran, Devi Parikh, Mohit Bansal · Human Language Technologies, Volume 2 (Short Papers9 citations
- Semantic Pleonasm Detection ↗Omid Kashefi, Andrew T. Lucas, Rebecca Hwa · Human Language Technologies, Volume 2 (Short Papers9 citations
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