ACL 2017: all accepted papers
- Universal Dependencies Parsing for Colloquial Singaporean EnglishHongmin Wang, Yue Zhang, GuangYong Leonard Chan et al. · Long Papers27 citations · our summary
- Representing Sentences as Low-Rank Subspaces ↗Jiaqi Mu, Suma Bhat, Pramod Viswanath · Short Papers26 citations
- Understanding and Detecting Supporting Arguments of Diverse Types ↗Xinyu Hua, Lu Wang · Short Papers26 citations
- Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models ↗Navid Rekabsaz, Mihai Lupu, Artem Baklanov et al. · Long Papers26 citations
- Arc-swift: A Novel Transition System for Dependency ParsingPeng Qi, Christopher D. Manning · Short Papers25 citations · our summary
- Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis ↗Hiroki Ouchi, Hiroyuki Shindo, Yuji Matsumoto · Long Papers25 citations
- Speeding Up Neural Machine Translation Decoding by Shrinking Run-time Vocabulary ↗Xing Shi, Kevin Knight · Short Papers25 citations
- A Generative Attentional Neural Network Model for Dialogue Act ClassificationQuan Hung Tran, Gholamreza Haffari, Ingrid Zukerman · Short Papers24 citations · our summary
- Active Sentiment Domain Adaptation ↗Fangzhao Wu, Yongfeng Huang, Jun Yan · Long Papers24 citations
- Joint Modeling of Content and Discourse Relations in Dialogues ↗Kechen Qin, Lu Wang, Joseph Kim · Long Papers24 citations
- Ontology-Aware Token Embeddings for Prepositional Phrase AttachmentPradeep Dasigi, Waleed Ammar, Chris Dyer et al. · Long Papers24 citations · our summary
- Deep Learning in Semantic Kernel Spaces ↗Danilo Croce, Simone Filice, Giuseppe Castellucci et al. · Long Papers23 citations
- Predicting Native Language from Gaze ↗Yevgeni Berzak, Chie Nakamura, Suzanne Flynn et al. · Long Papers23 citations
- Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages ↗Xiang Yu, Ngoc Thang Vu · Short Papers22 citations
- Chunk-Based Bi-Scale Decoder for Neural Machine Translation ↗Hao Zhou, Zhaopeng Tu, Shujian Huang et al. · Short Papers21 citations
- Sentence Alignment Methods for Improving Text Simplification Systems ↗Sanja Štajner, Marc Franco-Salvador, Simone Paolo Ponzetto et al. · Short Papers21 citations
- Temporal Orientation of Tweets for Predicting Income of Users ↗Mohammed Hasanuzzaman, Sabyasachi Kamila, Mandeep Kaur et al. · Short Papers21 citations
- A Multidimensional Lexicon for Interpersonal Stancetaking ↗Umashanthi Pavalanathan, Jim Fitzpatrick, Scott Kiesling et al. · Long Papers20 citations
- A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse RelationsSamuel Rönnqvist, Niko Schenk, Christian Chiarcos · Short Papers20 citations · our summary
- Discourse Mode Identification in Essays ↗Wei Song, Dong Wang, Ruiji Fu et al. · Long Papers20 citations
- Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization ↗Maxime Peyrard, Judith Eckle-Kohler · Long Papers20 citations
- Topical Coherence in LDA-based Models through Induced Segmentation ↗Hesam Amoualian, Wei Lu, Eric Gaussier et al. · Long Papers20 citations
- Transductive Non-linear Learning for Chinese Hypernym Prediction ↗Chengyu Wang, Junchi Yan, Aoying Zhou et al. · Long Papers20 citations
- Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation ↗Weiyue Wang, Tamer Alkhouli, Derui Zhu et al. · Short Papers19 citations
- Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast ↗Hannah Rashkin, Eric Bell, Yejin Choi et al. · Short Papers19 citations
- Semantic Parsing of Pre-university Math Problems ↗Takuya Matsuzaki, Takumi Ito, Hidenao Iwane et al. · Long Papers19 citations
- Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings ↗Benjamin Marie, Atsushi Fujita · Short Papers18 citations
- Improving Implicit Discourse Relation Recognition with Discourse-specific Word EmbeddingsChangxing Wu, Xiaodong Shi, Yidong Chen et al. · Short Papers18 citations · our summary
- Cardinal Virtues: Extracting Relation Cardinalities from Text ↗Paramita Mirza, Simon Razniewski, Fariz Darari et al. · Short Papers17 citations
- Character-Aware Neural Morphological Disambiguation ↗Alymzhan Toleu, Gulmira Tolegen, Aibek Makazhanov · Short Papers17 citations
- Linguistic analysis of differences in portrayal of movie characters ↗Anil Ramakrishna, Victor R. Martínez, Nikolaos Malandrakis et al. · Long Papers17 citations
- List-only Entity Linking ↗Ying Lin, Chin-Yew Lin, Heng Ji · Short Papers17 citations
- Semantic Word Clusters Using Signed Spectral Clustering ↗João Sedoc, Jean Gallier, Dean Foster et al. · Long Papers17 citations
- Vancouver Welcomes You! Minimalist Location Metonymy Resolution ↗Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham et al. · Long Papers17 citations
- Fine-Grained Entity Typing with High-Multiplicity Assignments ↗Maxim Rabinovich, Dan Klein · Short Papers16 citations
- Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun ResolutionTing Liu, Yiming Cui, Qingyu Yin et al. · Long Papers16 citations · our summary
- Self-Crowdsourcing Training for Relation Extraction ↗Azad Abad, Moin Nabi, Alessandro Moschitti · Short Papers16 citations
- Chunk-based Decoder for Neural Machine Translation ↗Shonosuke Ishiwatari, Jingtao Yao, Shujie Liu et al. · Long Papers15 citations
- EviNets: Neural Networks for Combining Evidence Signals for Factoid Question Answering ↗Denis Savenkov, Eugene Agichtein · Short Papers15 citations
- Learning Lexico-Functional Patterns for First-Person Affect ↗Lena Reed, Jiaqi Wu, Shereen Oraby et al. · Short Papers15 citations
- The Role of Prosody and Speech Register in Word Segmentation: A Computational Modelling Perspective ↗Bogdan Ludusan, Reiko Mazuka, Mathieu Bernard et al. · Short Papers15 citations
- Detection of Chinese Word Usage Errors for Non-Native Chinese Learners with Bidirectional LSTM ↗Yow-Ting Shiue, Hen-Hsen Huang, Hsin-Hsi Chen · Short Papers14 citations
- Neural Machine Translation via Binary Code Prediction ↗Yusuke Oda, Philip Arthur, Graham Neubig et al. · Long Papers14 citations
- Parsing to 1-Endpoint-Crossing, Pagenumber-2 Graphs ↗Junjie Cao, Sheng Huang, Weiwei Sun et al. · Long Papers14 citations
- Polish evaluation dataset for compositional distributional semantics models ↗Alina Wróblewska, Katarzyna Krasnowska-Kieraś · Long Papers14 citations
- Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection ↗Youxuan Jiang, Jonathan K. Kummerfeld, Walter S. Lasecki · Short Papers14 citations
- A Constituent-Centric Neural Architecture for Reading Comprehension ↗Pengtao Xie, Eric Xing · Long Papers13 citations
- Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech TaggingHassan Sajjad, Fahim Dalvi, Nadir Durrani et al. · Short Papers13 citations · our summary
- Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering ↗Jianbo Ye, Yanran Li, Zhaohui Wu et al. · Long Papers13 citations
- Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization ↗Ye Zhang, Matthew Lease, Byron C. Wallace · Short Papers13 citations
- Friendships, Rivalries, and Trysts: Characterizing Relations between Ideas in Texts ↗Chenhao Tan, Dallas Card, Noah A. Smith · Long Papers13 citations
- Group Sparse CNNs for Question Classification with Answer Sets ↗Mingbo Ma, Liang Huang, Bing Xiang et al. · Short Papers13 citations
- Neural Semantic Parsing over Multiple Knowledge-bases ↗Jonathan Herzig, Jonathan Berant · Short Papers13 citations
- Information-Theory Interpretation of the Skip-Gram Negative-Sampling Objective Function ↗Oren Melamud, Jacob Goldberger · Short Papers12 citations
- Riemannian Optimization for Skip-Gram Negative Sampling ↗Alexander Fonarev, Oleksii Grinchuk, Gleb Gusev et al. · Long Papers12 citations
- Semantic Dependency Parsing via Book Embedding ↗Weiwei Sun, Junjie Cao, Xiaojun Wan · Long Papers12 citations
- TextFlow: A Text Similarity Measure based on Continuous Sequences ↗Yassine Mrabet, Halil Kilicoglu, Dina Demner-Fushman · Long Papers12 citations
- Determining Whether and When People Participate in the Events They Tweet About ↗Krishna Chaitanya Sanagavarapu, Alakananda Vempala, Eduardo Blanco · Short Papers11 citations
- Error-repair Dependency Parsing for Ungrammatical Texts ↗Keisuke Sakaguchi, Matt Post, Benjamin Van Durme · Short Papers10 citations
- Improving Native Language Identification by Using Spelling Errors ↗Lingzhen Chen, Carlo Strapparava, Vivi Nastase · Short Papers10 citations
- Obtaining referential word meanings from visual and distributional information: Experiments on object naming ↗Sina Zarrieß, David Schlangen · Long Papers10 citations
- Spectral Analysis of Information Density in Dialogue Predicts Collaborative Task Performance ↗Yang Xu, David Reitter · Long Papers10 citations
- Towards a Seamless Integration of Word Senses into Downstream NLP Applications ↗Mohammad Taher Pilehvar, Jose Camacho-Collados, Roberto Navigli et al. · Long Papers10 citations
- English Event Detection With Translated Language Features ↗Sam Wei, Igor Korostil, Joel Nothman et al. · Short Papers9 citations
- Feature-Rich Networks for Knowledge Base Completion ↗Alexandros Komninos, Suresh Manandhar · Short Papers9 citations
- Oracle Summaries of Compressive Summarization ↗Tsutomu Hirao, Masaaki Nishino, Masaaki Nagata · Short Papers9 citations
- Unsupervised Text Segmentation Based on Native Language Characteristics ↗Shervin Malmasi, Mark Dras, Mark Johnson et al. · Long Papers9 citations
- Vector space models for evaluating semantic fluency in autism ↗Emily Prud'hommeaux, Jan van Santen, Douglas Gliner · Short Papers9 citations
- Discourse Annotation of Non-native Spontaneous Spoken Responses Using the Rhetorical Structure Theory Framework ↗Xinhao Wang, James Bruno, Hillary Molloy et al. · Short Papers8 citations
- A Generative Parser with a Discriminative Recognition Algorithm ↗Jianpeng Cheng, Adam Lopez, Mirella Lapata · Short Papers7 citations
- A Principled Framework for Evaluating Summarizers: Comparing Models of Summary Quality against Human Judgments ↗Maxime Peyrard, Judith Eckle-Kohler · Short Papers7 citations
- A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data ↗Qiaolin Xia, Lei Sha, Baobao Chang et al. · Long Papers7 citations
- Japanese Sentence Compression with a Large Training Dataset ↗Shun Hasegawa, Yuta Kikuchi, Hiroya Takamura et al. · Short Papers7 citations
- Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization ↗Akira Sasaki, Kazuaki Hanawa, Naoaki Okazaki et al. · Long Papers7 citations
- Parser Adaptation for Social Media by Integrating Normalization ↗Rob van der Goot, Gertjan van Noord · Short Papers7 citations
- Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) ↗Tomer Cagan, Stefan L. Frank, Reut Tsarfaty · Long Papers6 citations
- Detecting Good Arguments in a Non-Topic-Specific Way: An Oxymoron? ↗Beata Beigman Klebanov, Binod Gyawali, Yi Song · Short Papers6 citations
- Generating Contrastive Referring Expressions ↗Martín Villalba, Christoph Teichmann, Alexander Koller · Long Papers5 citations
- How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers ↗Željko Agić, Natalie Schluter · Short Papers5 citations
- Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier Composition ↗Ellie Pavlick, Marius Paşca · Long Papers5 citations
- Learning Topic-Sensitive Word Representations ↗Marzieh Fadaee, Arianna Bisazza, Christof Monz · Short Papers5 citations
- A Deep Network with Visual Text Composition Behavior ↗Hongyu Guo · Short Papers4 citations
- A Network Framework for Noisy Label Aggregation in Social Media ↗Xueying Zhan, Yaowei Wang, Yanghui Rao et al. · Short Papers4 citations
- Bayesian Modeling of Lexical Resources for Low-Resource Settings ↗Nicholas Andrews, Mark Dredze, Benjamin Van Durme et al. · Long Papers4 citations
- English Multiword Expression-aware Dependency Parsing Including Named EntitiesAkihiko Kato, Hiroyuki Shindo, Yuji Matsumoto · Short Papers4 citations · our summary
- An Analysis of Action Recognition Datasets for Language and Vision Tasks ↗Spandana Gella, Frank Keller · Short Papers3 citations
- Don't understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures ↗Iryna Haponchyk, Alessandro Moschitti · Long Papers3 citations
- Feature Hashing for Language and Dialect Identification ↗Shervin Malmasi, Mark Dras · Short Papers3 citations
- MORSE: Semantic-ally Drive-n MORpheme SEgment-er ↗Tarek Sakakini, Suma Bhat, Pramod Viswanath · Long Papers3 citations
- On the Distribution of Lexical Features at Multiple Levels of Analysis ↗Fatemeh Almodaresi, Lyle Ungar, Vivek Kulkarni et al. · Short Papers3 citations
- Pocket Knowledge Base Population ↗Travis Wolfe, Mark Dredze, Benjamin Van Durme · Short Papers3 citations
- A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing ↗Daniel Fernández-González, Carlos Gómez-Rodríguez · Long Papers2 citations
- Apples to Apples: Learning Semantics of Common Entities Through a Novel Comprehension Task ↗Omid Bakhshandeh, James Allen · Long Papers2 citations
- Automatic Compositor Attribution in the First Folio of Shakespeare ↗Maria Ryskina, Hannah Alpert-Abrams, Dan Garrette et al. · Short Papers2 citations
- Implicitly-Defined Neural Networks for Sequence Labeling ↗Michaeel Kazi, Brian Thompson · Short Papers2 citations
- Improving Semantic Composition with Offset Inference ↗Thomas Kober, Julie Weeds, Jeremy Reffin et al. · Short Papers2 citations
- Alternative Objective Functions for Training MT Evaluation Metrics ↗Miloš Stanojević, Khalil Sima'an · Short Papers1 citation
- An Algebra for Feature Extraction ↗Vivek Srikumar · Long Papers1 citation
- Evaluating Compound Splitters Extrinsically with Textual Entailment ↗Glorianna Jagfeld, Patrick Ziering, Lonneke van der Plas · Short Papers1 citation
- Using Global Constraints and Reranking to Improve Cognates Detection ↗Michael Bloodgood, Benjamin Strauss · Long Papers1 citation
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