ACL 2018: all accepted papers
- ScoutBot: A Dialogue System for Collaborative Navigation ↗Stephanie M. Lukin, Felix Gervits, Cory J. Hayes et al.21 citations
- Temporal Event Knowledge Acquisition via Identifying Narratives ↗Wenlin Yao, Ruihong Huang · Long Papers21 citations
- diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora ↗Prabal Agarwal, Jannik Strötgen, Luciano del Corro et al. · Short Papers21 citations
- A Rank-Based Similarity Metric for Word Embeddings ↗Enrico Santus, Hongmin Wang, Emmanuele Chersoni et al. · Short Papers20 citations
- Bridging CNNs, RNNs, and Weighted Finite-State Machines ↗Roy Schwartz, Sam Thomson, Noah A. Smith · Long Papers20 citations
- Extracting Commonsense Properties from Embeddings with Limited Human Guidance ↗Yiben Yang, Larry Birnbaum, Ji-Ping Wang et al. · Short Papers20 citations
- Inherent Biases in Reference-based Evaluation for Grammatical Error Correction ↗Leshem Choshen, Omri Abend · Long Papers20 citations
- Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations ↗Vered Shwartz, Ido Dagan · Long Papers20 citations
- Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction ↗Anastassia Kornilova, Daniel Argyle, Vladimir Eidelman · Short Papers20 citations
- Scoring Lexical Entailment with a Supervised Directional Similarity Network ↗Marek Rei, Daniela Gerz, Ivan Vulić · Short Papers20 citations
- Construction of a Chinese Corpus for the Analysis of the Emotionality of Metaphorical Expressions ↗Dongyu Zhang, Hongfei Lin, Liang Yang et al. · Short Papers19 citations
- Guess Me if You Can: Acronym Disambiguation for Enterprises ↗Yang Li, Bo Zhao, Ariel Fuxman et al. · Long Papers19 citations
- Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable ↗Viktor Hangya, Fabienne Braune, Alexander Fraser et al. · Long Papers19 citations
- Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module ↗Juan Pavez, Héctor Allende, Héctor Allende-Cid · Long Papers19 citations
- Eyes are the Windows to the Soul: Predicting the Rating of Text Quality Using Gaze Behaviour ↗Sandeep Mathias, Diptesh Kanojia, Kevin Patel et al. · Long Papers18 citations
- Sequence-to-sequence Models for Cache Transition Systems ↗Xiaochang Peng, Linfeng Song, Daniel Gildea et al. · Long Papers18 citations
- Supervised Treebank Conversion: Data and Approaches ↗Xinzhou Jiang, Zhenghua Li, Bo Zhang et al. · Long Papers18 citations
- What Action Causes This? Towards Naive Physical Action-Effect Prediction ↗Qiaozi Gao, Shaohua Yang, Joyce Chai et al. · Long Papers18 citations
- A Document Descriptor using Covariance of Word Vectors ↗Marwan Torki · Short Papers17 citations
- A Simple and Effective Approach to Coverage-Aware Neural Machine Translation ↗Yanyang Li, Tong Xiao, Yinqiao Li et al. · Short Papers17 citations
- An Empirical Study of Building a Strong Baseline for Constituency Parsing ↗Jun Suzuki, Sho Takase, Hidetaka Kamigaito et al. · Short Papers17 citations
- Distilling Knowledge for Search-based Structured Prediction ↗Yijia Liu, Wanxiang Che, Huaipeng Zhao et al. · Long Papers17 citations
- Forest-Based Neural Machine Translation ↗Chunpeng Ma, Akihiro Tamura, Masao Utiyama et al. · Long Papers17 citations
- Neural Semantic Parsing ↗Matt Gardner, Pradeep Dasigi, Srinivasan Iyer et al. · Tutorial Abstracts17 citations
- Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce ↗Minghui Qiu, Liu Yang, Feng Ji et al. · Short Papers17 citations
- Unsupervised Learning of Distributional Relation Vectors ↗Shoaib Jameel, Zied Bouraoui, Steven Schockaert · Long Papers17 citations
- Unsupervised Semantic Frame Induction using Triclustering ↗Dmitry Ustalov, Alexander Panchenko, Andrey Kutuzov et al. · Short Papers17 citations
- Global Transition-based Non-projective Dependency Parsing ↗Carlos Gómez-Rodríguez, Tianze Shi, Lillian Lee · Long Papers16 citations
- Leveraging distributed representations and lexico-syntactic fixedness for token-level prediction of the idiomaticity of English verb-noun combinations ↗Milton King, Paul Cook · Short Papers16 citations
- A Deep Relevance Model for Zero-Shot Document Filtering ↗Chenliang Li, Wei Zhou, Feng Ji et al. · Long Papers15 citations
- Character-Level Models versus Morphology in Semantic Role Labeling ↗Gözde Gül Şahin, Mark Steedman · Long Papers15 citations
- Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model ↗Shivashankar Subramanian, Timothy Baldwin, Trevor Cohn · Short Papers15 citations
- Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ↗Guillem Collell, Marie-Francine Moens · Short Papers15 citations
- GNEG: Graph-Based Negative Sampling for word2vec ↗Zheng Zhang, Pierre Zweigenbaum · Short Papers15 citations
- Improving Beam Search by Removing Monotonic Constraint for Neural Machine Translation ↗Raphael Shu, Hideki Nakayama · Short Papers15 citations
- Automatic Estimation of Simultaneous Interpreter Performance ↗Craig Stewart, Nikolai Vogler, Junjie Hu et al. · Short Papers14 citations
- Dynamic and Static Topic Model for Analyzing Time-Series Document Collections ↗Rem Hida, Naoya Takeishi, Takehisa Yairi et al. · Short Papers14 citations
- Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings ↗Yang Xu, Jiawei Liu, Wei Yang et al. · Long Papers14 citations
- Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ↗Ryo Takahashi, Ran Tian, Kentaro Inui · Long Papers14 citations
- Learning from Chunk-based Feedback in Neural Machine Translation ↗Pavel Petrushkov, Shahram Khadivi, Evgeny Matusov · Short Papers14 citations
- Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis ↗Shuhei Kurita, Daisuke Kawahara, Sadao Kurohashi · Long Papers14 citations
- Platforms for Non-speakers Annotating Names in Any Language ↗Ying Lin, Cash Costello, Boliang Zhang et al.14 citations
- Token-level and sequence-level loss smoothing for RNN language models ↗Maha Elbayad, Laurent Besacier, Jakob Verbeek · Long Papers14 citations
- `Lighter' Can Still Be Dark: Modeling Comparative Color Descriptions ↗Olivia Winn, Smaranda Muresan · Short Papers14 citations
- Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure AnalysisTomohide Shibata, Sadao Kurohashi · Long Papers13 citations · our summary
- Modeling Deliberative Argumentation Strategies on Wikipedia ↗Khalid Al-Khatib, Henning Wachsmuth, Kevin Lang et al. · Long Papers13 citations
- Orthographic Features for Bilingual Lexicon Induction ↗Parker Riley, Daniel Gildea · Short Papers13 citations
- A Distributional and Orthographic Aggregation Model for English Derivational MorphologyDaniel Deutsch, John Hewitt, Dan Roth · Long Papers12 citations · our summary
- Adaptive Scaling for Sparse Detection in Information Extraction ↗Hongyu Lin, Yaojie Lu, Xianpei Han et al. · Long Papers12 citations
- Generating Fine-Grained Open Vocabulary Entity Type Descriptions ↗Rajarshi Bhowmik, Gerard de Melo · Long Papers12 citations
- Narrative Modeling with Memory Chains and Semantic Supervision ↗Fei Liu, Trevor Cohn, Timothy Baldwin · Short Papers12 citations
- Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction ↗Van-Thuy Phi, Joan Santoso, Masashi Shimbo et al. · Short Papers12 citations
- SNAG: Spoken Narratives and Gaze Dataset ↗Preethi Vaidyanathan, Emily T. Prud'hommeaux, Jeff B. Pelz et al. · Short Papers12 citations
- Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER ↗Rudra Murthy, Anoop Kunchukuttan, Pushpak Bhattacharyya · Short Papers11 citations
- Learning Cross-lingual Distributed Logical Representations for Semantic Parsing ↗Yanyan Zou, Wei Lu · Short Papers11 citations
- Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated WorldsIgor Labutov, Bishan Yang, Anusha Prakash et al. · Long Papers11 citations · our summary
- Unsupervised Learning of Style-sensitive Word Vectors ↗Reina Akama, Kento Watanabe, Sho Yokoi et al. · Short Papers11 citations
- A Structured Variational Autoencoder for Contextual Morphological Inflection ↗Lawrence Wolf-Sonkin, Jason Naradowsky, Sabrina J. Mielke et al. · Long Papers10 citations
- A dataset for identifying actionable feedback in collaborative software development ↗Benjamin S. Meyers, Nuthan Munaiah, Emily Prud'hommeaux et al. · Short Papers10 citations
- Jack the Reader – A Machine Reading Framework ↗Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein et al.10 citations
- Learning Prototypical Goal Activities for Locations ↗Tianyu Jiang, Ellen Riloff · Long Papers10 citations
- NLP Web Services for Resource-Scarce Languages ↗Martin Puttkammer, Roald Eiselen, Justin Hocking et al.10 citations
- CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation ↗Yilin Shen, Avik Ray, Abhishek Patel et al.9 citations
- Disambiguating False-Alarm Hashtag Usages in Tweets for Irony DetectionHen-Hsen Huang, Chiao-Chen Chen, Hsin-Hsi Chen · Short Papers9 citations · our summary
- Object-oriented Neural Programming (OONP) for Document Understanding ↗Zhengdong Lu, Xianggen Liu, Haotian Cui et al. · Long Papers9 citations
- Taylor's law for Human Linguistic Sequences ↗Tatsuru Kobayashi, Kumiko Tanaka-Ishii · Long Papers9 citations
- The Influence of Context on Sentence Acceptability Judgements ↗Jean-Philippe Bernardy, Shalom Lappin, Jey Han Lau · Short Papers9 citations
- To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness ↗Amulya Gupta, Zhu Zhang · Long Papers9 citations
- Injecting Relational Structural Representation in Neural Networks for Question Similarity ↗Antonio Uva, Daniele Bonadiman, Alessandro Moschitti · Short Papers8 citations
- Not that much power: Linguistic alignment is influenced more by low-level linguistic features rather than social power ↗Yang Xu, Jeremy Cole, David Reitter · Long Papers8 citations
- Translating a Language You Don't Know In the Chinese Room ↗Ulf Hermjakob, Jonathan May, Michael Pust et al.8 citations
- Are BLEU and Meaning Representation in Opposition? ↗Ondřej Cífka, Ondřej Bojar · Long Papers7 citations
- Multi-lingual Entity Discovery and Linking ↗Avi Sil, Heng Ji, Dan Roth et al. · Tutorial Abstracts7 citations
- NeuralREG: An end-to-end approach to referring expression generation ↗Thiago Castro Ferreira, Diego Moussallem, Ákos Kádár et al. · Long Papers7 citations
- SANTO: A Web-based Annotation Tool for Ontology-driven Slot Filling ↗Matthias Hartung, Hendrik ter Horst, Frank Grimm et al.7 citations
- Sentence Suggestion of Japanese Functional Expressions for Chinese-speaking Learners ↗Jun Liu, Hiroyuki Shindo, Yuji Matsumoto7 citations
- Simplified Abugidas ↗Chenchen Ding, Masao Utiyama, Eiichiro Sumita · Short Papers7 citations
- AMR Parsing as Graph Prediction with Latent Alignment ↗Chunchuan Lyu, Ivan Titov · Long Papers6 citations
- Composing Finite State Transducers on GPUs ↗Arturo Argueta, David Chiang · Long Papers6 citations
- Constraining MGbank: Agreement, L-Selection and Supertagging in Minimalist Grammars ↗John Torr · Long Papers6 citations
- From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction ↗Zihang Dai, Qizhe Xie, Eduard Hovy · Long Papers6 citations
- Identification of Alias Links among Participants in Narratives ↗Sangameshwar Patil, Sachin Pawar, Swapnil Hingmire et al. · Short Papers6 citations
- Improved Evaluation Framework for Complex Plagiarism Detection ↗Anton Belyy, Marina Dubova, Dmitry Nekrasov · Short Papers6 citations
- Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game ↗Haichao Zhang, Haonan Yu, Wei Xu · Long Papers6 citations
- Linear-time Constituency Parsing with RNNs and Dynamic Programming ↗Juneki Hong, Liang Huang · Short Papers6 citations
- PhraseCTM: Correlated Topic Modeling on Phrases within Markov Random Fields ↗Weijing Huang · Short Papers6 citations
- Pretraining Sentiment Classifiers with Unlabeled Dialog Data ↗Toru Shimizu, Nobuyuki Shimizu, Hayato Kobayashi · Short Papers6 citations
- Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings ↗Maksim Tkachenko, Chong Cher Chia, Hady Lauw · Long Papers6 citations
- The SUMMA Platform: A Scalable Infrastructure for Multi-lingual Multi-media Monitoring ↗Ulrich Germann, Renārs Liepins, Guntis Barzdins et al.6 citations
- Variational Inference and Deep Generative Models ↗Wilker Aziz, Philip Schulz · Tutorial Abstracts6 citations
- Continuous Learning in a Hierarchical Multiscale Neural Network ↗Thomas Wolf, Julien Chaumond, Clement Delangue · Short Papers5 citations
- Discovering Implicit Knowledge with Unary Relations ↗Michael Glass, Alfio Gliozzo · Long Papers5 citations
- Gaussian Mixture Latent Vector Grammars ↗Yanpeng Zhao, Liwen Zhang, Kewei Tu · Long Papers5 citations
- Sense-Aware Neural Models for Pun Location in Texts ↗Yitao Cai, Yin Li, Xiaojun Wan · Short Papers5 citations
- Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers ↗Sandro Pezzelle, Shane Steinert-Threlkeld, Raffaella Bernardi et al. · Short Papers5 citations
- HarriGT: A Tool for Linking News to Science ↗James Ravenscroft, Amanda Clare, Maria Liakata4 citations
- A Framework for Representing Language Acquisition in a Population Setting ↗Jordan Kodner, Christopher Cerezo Falco · Long Papers3 citations
- Beyond Multiword Expressions: Processing Idioms and Metaphors ↗Valia Kordoni · Tutorial Abstracts3 citations
- Language Generation via DAG Transduction ↗Yajie Ye, Weiwei Sun, Xiaojun Wan · Long Papers3 citations
- Using pseudo-senses for improving the extraction of synonyms from word embeddings ↗Olivier Ferret · Short Papers3 citations
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