ACL 2018: all accepted papers
- Deep Reinforcement Learning for Chinese Zero Pronoun ResolutionQingyu Yin, Yu Zhang, Wei-Nan Zhang et al. · Long Papers51 citations · our summary
- Question Condensing Networks for Answer Selection in Community Question Answering ↗Wei Wu, Xu Sun, Houfeng Wang · Long Papers51 citations
- A Helping Hand: Transfer Learning for Deep Sentiment Analysis ↗Xin Dong, Gerard de Melo · Long Papers50 citations
- Discourse Representation Structure Parsing ↗Jiangming Liu, Shay B. Cohen, Mirella Lapata · Long Papers50 citations
- Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention ↗Lin Zhao, Zhe Feng · Short Papers50 citations
- NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation ↗Jingguang Han, Utsab Barman, Jeremiah Hayes et al.49 citations
- Twitter Universal Dependency Parsing for African-American and Mainstream American EnglishSu Lin Blodgett, Johnny Wei, Brendan O'Connor · Long Papers49 citations · our summary
- Adversarial Contrastive Estimation ↗Avishek Joey Bose, Huan Ling, Yanshuai Cao · Long Papers48 citations
- Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision ↗Prachi Jain, Pankaj Kumar, Mausam et al. · Short Papers48 citations
- A Study of the Importance of External Knowledge in the Named Entity Recognition Task ↗Dominic Seyler, Tatiana Dembelova, Luciano Del Corro et al. · Short Papers47 citations
- Efficient Online Scalar Annotation with Bounded Support ↗Keisuke Sakaguchi, Benjamin Van Durme · Long Papers47 citations
- End-to-End Reinforcement Learning for Automatic Taxonomy Induction ↗Yuning Mao, Xiang Ren, Jiaming Shen et al. · Long Papers47 citations
- Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search ↗Jamie Kiros, William Chan, Geoffrey Hinton · Long Papers46 citations
- Neural Models for Documents with Metadata ↗Dallas Card, Chenhao Tan, Noah A. Smith · Long Papers46 citations
- Compositional Representation of Morphologically-Rich Input for Neural Machine Translation ↗Duygu Ataman, Marcello Federico · Short Papers45 citations
- Conditional Generators of Words Definitions ↗Artyom Gadetsky, Ilya Yakubovskiy, Dmitry Vetrov · Short Papers45 citations
- Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ↗Edoardo Maria Ponti, Roi Reichart, Anna Korhonen et al. · Long Papers45 citations
- Zero-shot Learning of Classifiers from Natural Language Quantification ↗Shashank Srivastava, Igor Labutov, Tom Mitchell · Long Papers45 citations
- LinkNBed: Multi-Graph Representation Learning with Entity Linkage ↗Rakshit Trivedi, Bunyamin Sisman, Xin Luna Dong et al. · Long Papers44 citations
- Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ↗Bingfeng Luo, Yansong Feng, Zheng Wang et al. · Long Papers44 citations
- Subword-level Word Vector Representations for Korean ↗Sungjoon Park, Jeongmin Byun, Sion Baek et al. · Long Papers44 citations
- Bleaching Text: Abstract Features for Cross-lingual Gender Prediction ↗Rob van der Goot, Nikola Ljubešić, Ian Matroos et al. · Short Papers43 citations
- Dating Documents using Graph Convolution Networks ↗Shikhar Vashishth, Shib Sankar Dasgupta, Swayambhu Nath Ray et al. · Long Papers43 citations
- Polyglot Semantic Role Labeling ↗Phoebe Mulcaire, Swabha Swayamdipta, Noah A. Smith · Short Papers43 citations
- Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ↗Shuming Ma, Xu Sun, Junyang Lin et al. · Short Papers42 citations
- Learning Translations via Images with a Massively Multilingual Image Dataset ↗John Hewitt, Daphne Ippolito, Brendan Callahan et al. · Long Papers42 citations
- SciDTB: Discourse Dependency TreeBank for Scientific AbstractsAn Yang, Sujian Li · Short Papers42 citations · our summary
- Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference ↗Boyuan Pan, Yazheng Yang, Zhou Zhao et al. · Long Papers41 citations
- Multi-Input Attention for Unsupervised OCR Correction ↗Rui Dong, David Smith · Long Papers41 citations
- Parser Training with Heterogeneous Treebanks ↗Sara Stymne, Miryam de Lhoneux, Aaron Smith et al. · Short Papers41 citations
- Context-Aware Neural Model for Temporal Information Extraction ↗Yuanliang Meng, Anna Rumshisky · Long Papers40 citations
- Efficient Large-Scale Neural Domain Classification with Personalized Attention ↗Young-Bum Kim, Dongchan Kim, Anjishnu Kumar et al. · Long Papers40 citations
- Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension ↗Zhen Wang, Jiachen Liu, Xinyan Xiao et al. · Long Papers40 citations
- Split and Rephrase: Better Evaluation and Stronger Baselines ↗Roee Aharoni, Yoav Goldberg · Short Papers40 citations
- Document Similarity for Texts of Varying Lengths via Hidden Topics ↗Hongyu Gong, Tarek Sakakini, Suma Bhat et al. · Long Papers39 citations
- Domain Adapted Word Embeddings for Improved Sentiment Classification ↗Prathusha K Sarma, Yingyu Liang, Bill Sethares · Short Papers39 citations
- A Named Entity Recognition Shootout for German ↗Martin Riedl, Sebastian Padó · Short Papers38 citations
- Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach ↗Shafiq Joty, Muhammad Tasnim Mohiuddin, Dat Tien Nguyen · Long Papers38 citations
- Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback ↗Carolin Lawrence, Stefan Riezler · Long Papers38 citations
- Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning ↗Julia Kreutzer, Joshua Uyheng, Stefan Riezler · Long Papers38 citations
- Cold-Start Aware User and Product Attention for Sentiment Classification ↗Reinald Kim Amplayo, Jihyeok Kim, Sua Sung et al. · Long Papers37 citations
- Building Language Models for Text with Named Entities ↗Md Rizwan Parvez, Saikat Chakraborty, Baishakhi Ray et al. · Long Papers36 citations
- Characterizing Departures from Linearity in Word Translation ↗Ndapa Nakashole, Raphael Flauger · Short Papers36 citations
- Improving Topic Quality by Promoting Named Entities in Topic Modeling ↗Katsiaryna Krasnashchok, Salim Jouili · Short Papers36 citations
- Predicting accuracy on large datasets from smaller pilot data ↗Mark Johnson, Peter Anderson, Mark Dras et al. · Short Papers36 citations
- A Language Model based Evaluator for Sentence Compression ↗Yang Zhao, Zhiyuan Luo, Akiko Aizawa · Short Papers35 citations
- Learning to Generate Move-by-Move Commentary for Chess Games from Large-Scale Social Forum Data ↗Harsh Jhamtani, Varun Gangal, Eduard Hovy et al. · Long Papers35 citations
- Modeling Sentiment Association in Discourse for Humor Recognition ↗Lizhen Liu, Donghai Zhang, Wei Song · Short Papers35 citations
- Neural Sparse Topical Coding ↗Min Peng, Qianqian Xie, Yanchun Zhang et al. · Long Papers35 citations
- Towards Understanding the Geometry of Knowledge Graph Embeddings ↗Chandrahas, Aditya Sharma, Partha Talukdar · Long Papers35 citations
- Triangular Architecture for Rare Language Translation ↗Shuo Ren, Wenhu Chen, Shujie Liu et al. · Long Papers35 citations
- Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings ↗Shaohui Kuang, Junhui Li, António Branco et al. · Long Papers33 citations
- Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis ↗Laurent Vanni, Melanie Ducoffe, Carlos Aguilar et al. · Long Papers33 citations
- Backpropagating through Structured Argmax using a SPIGOT ↗Hao Peng, Sam Thomson, Noah A. Smith · Long Papers32 citations
- Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification ↗Raksha Sharma, Pushpak Bhattacharyya, Sandipan Dandapat et al. · Long Papers32 citations
- Incorporating Chinese Characters of Words for Lexical Sememe Prediction ↗Huiming Jin, Hao Zhu, Zhiyuan Liu et al. · Long Papers32 citations
- Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation ↗Alane Suhr, Yoav Artzi · Long Papers32 citations
- TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation ↗Alexander Fabbri, Irene Li, Prawat Trairatvorakul et al. · Long Papers32 citations
- hyperdoc2vec: Distributed Representations of Hypertext Documents ↗Jialong Han, Yan Song, Wayne Xin Zhao et al. · Long Papers32 citations
- Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ↗Pengcheng Yang, Xu Sun, Wei Li et al. · Short Papers31 citations
- Diachronic degradation of language models: Insights from social media ↗Kokil Jaidka, Niyati Chhaya, Lyle Ungar · Short Papers31 citations
- Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ↗Yu Wu, Wei Wu, Zhoujun Li et al. · Short Papers31 citations
- Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association ↗Yafang Huang, Zuchao Li, Zhuosheng Zhang et al.31 citations
- Accurate SHRG-Based Semantic Parsing ↗Yufei Chen, Weiwei Sun, Xiaojun Wan · Long Papers30 citations
- Learning Thematic Similarity Metric from Article Sections Using Triplet Networks ↗Liat Ein Dor, Yosi Mass, Alon Halfon et al. · Short Papers30 citations
- Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum ↗Omer Levy, Kenton Lee, Nicholas FitzGerald et al. · Short Papers30 citations
- Modeling discourse cohesion for discourse parsing via memory network ↗Yanyan Jia, Yuan Ye, Yansong Feng et al. · Short Papers30 citations
- Examining Temporality in Document Classification ↗Xiaolei Huang, Michael J. Paul · Short Papers29 citations
- Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic StructuresPrafulla Kumar Choubey, Ruihong Huang · Long Papers29 citations · our summary
- Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ↗Georgios Spithourakis, Sebastian Riedel · Long Papers29 citations
- Learning Domain-Sensitive and Sentiment-Aware Word Embeddings ↗Bei Shi, Zihao Fu, Lidong Bing et al. · Long Papers28 citations
- Out-of-the-box Universal Romanization Tool uroman ↗Ulf Hermjakob, Jonathan May, Kevin Knight28 citations
- Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ↗Guy Rotman, Ivan Vulić, Roi Reichart · Long Papers27 citations
- CNN for Text-Based Multiple Choice Question Answering ↗Akshay Chaturvedi, Onkar Pandit, Utpal Garain · Short Papers27 citations
- Document Modeling with External Attention for Sentence Extraction ↗Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos et al. · Long Papers27 citations
- End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions ↗Wenpeng Yin, Dan Roth, Hinrich Schütze · Short Papers27 citations
- Fully Statistical Neural Belief Tracking ↗Nikola Mrkšić, Ivan Vulić · Short Papers27 citations
- Automatic Metric Validation for Grammatical Error Correction ↗Leshem Choshen, Omri Abend · Long Papers26 citations
- Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources ↗Maria Glenski, Tim Weninger, Svitlana Volkova · Short Papers26 citations
- Neural Cross-Lingual Coreference Resolution And Its Application To Entity LinkingGourab Kundu, Avi Sil, Radu Florian et al. · Short Papers26 citations · our summary
- Mining Cross-Cultural Differences and Similarities in Social Media ↗Bill Yuchen Lin, Frank F. Xu, Kenny Zhu et al. · Long Papers25 citations
- TALEN: Tool for Annotation of Low-resource ENtities ↗Stephen Mayhew, Dan Roth25 citations
- Using Intermediate Representations to Solve Math Word Problems ↗Danqing Huang, Jin-Ge Yao, Chin-Yew Lin et al. · Long Papers25 citations
- A Stochastic Decoder for Neural Machine Translation ↗Philip Schulz, Wilker Aziz, Trevor Cohn · Long Papers24 citations
- Active learning for deep semantic parsing ↗Long Duong, Hadi Afshar, Dominique Estival et al. · Short Papers24 citations
- Automatic Article Commenting: the Task and Dataset ↗Lianhui Qin, Lemao Liu, Wei Bi et al. · Short Papers24 citations
- Batch IS NOT Heavy: Learning Word Representations From All Samples ↗Xin Xin, Fajie Yuan, Xiangnan He et al. · Long Papers24 citations
- Learning with Structured Representations for Negation Scope Extraction ↗Hao Li, Wei Lu · Short Papers24 citations
- Neural Hidden Markov Model for Machine Translation ↗Weiyue Wang, Derui Zhu, Tamer Alkhouli et al. · Short Papers24 citations
- Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing ↗Daniel Fried, Dan Klein · Short Papers24 citations
- A Multi-task Approach to Learning Multilingual Representations ↗Karan Singla, Dogan Can, Shrikanth Narayanan · Short Papers23 citations
- Automatic Extraction of Commonsense LocatedNear Knowledge ↗Frank F. Xu, Bill Yuchen Lin, Kenny Zhu · Short Papers23 citations
- Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation ↗Rui Wang, Masao Utiyama, Eiichiro Sumita · Short Papers23 citations
- Addressing Noise in Multidialectal Word Embeddings ↗Alexander Erdmann, Nasser Zalmout, Nizar Habash · Short Papers22 citations
- Discourse Coherence: Concurrent Explicit and Implicit RelationsHannah Rohde, Alexander Johnson, Nathan Schneider et al. · Long Papers22 citations · our summary
- Neural Factor Graph Models for Cross-lingual Morphological Tagging ↗Chaitanya Malaviya, Matthew R. Gormley, Graham Neubig · Long Papers22 citations
- Paper Abstract Writing through Editing Mechanism ↗Qingyun Wang, Zhihao Zhou, Lifu Huang et al. · Short Papers22 citations
- Tailored Sequence to Sequence Models to Different Conversation Scenarios ↗Hainan Zhang, Yanyan Lan, Jiafeng Guo et al. · Long Papers22 citations
- Embedding Learning Through Multilingual Concept Induction ↗Philipp Dufter, Mengjie Zhao, Martin Schmitt et al. · Long Papers21 citations
- Multi-representation ensembles and delayed SGD updates improve syntax-based NMT ↗Danielle Saunders, Felix Stahlberg, Adrià de Gispert et al. · Short Papers21 citations
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