ACL 2018: all accepted papers
- A Web-scale system for scientific knowledge exploration ↗Zhihong Shen, Hao Ma, Kuansan Wang125 citations
- Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ↗Zhenghao Liu, Chenyan Xiong, Maosong Sun et al. · Long Papers122 citations
- Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic DataAdithya Pratapa, Gayatri Bhat, Monojit Choudhury et al. · Long Papers121 citations · our summary
- Stack-Pointer Networks for Dependency Parsing ↗Xuezhe Ma, Zecong Hu, Jingzhou Liu et al. · Long Papers121 citations
- Automated essay scoring with string kernels and word embeddings ↗Mădălina Cozma, Andrei Butnaru, Radu Tudor Ionescu · Short Papers120 citations
- Fighting Offensive Language on Social Media with Unsupervised Text Style TransferCicero Nogueira dos Santos, Igor Melnyk, Inkit Padhi · Short Papers119 citations · our summary
- Fluency Boost Learning and Inference for Neural Grammatical Error Correction ↗Tao Ge, Furu Wei, Ming Zhou · Long Papers119 citations
- Unsupervised Neural Machine Translation with Weight Sharing ↗Zhen Yang, Wei Chen, Feng Wang et al. · Long Papers119 citations
- YEDDA: A Lightweight Collaborative Text Span Annotation Tool ↗Jie Yang, Yue Zhang, Linwei Li et al.119 citations
- A Neural Architecture for Automated ICD Coding ↗Pengtao Xie, Eric Xing · Long Papers118 citations
- Attacking Visual Language Grounding with Adversarial Examples: A Case Study on Neural Image Captioning ↗Hongge Chen, Huan Zhang, Pin-Yu Chen et al. · Long Papers118 citations
- Disconnected Recurrent Neural Networks for Text Categorization ↗Baoxin Wang · Long Papers118 citations
- Deep RNNs Encode Soft Hierarchical SyntaxTerra Blevins, Omer Levy, Luke Zettlemoyer · Short Papers116 citations · our summary
- Word Embedding and WordNet Based Metaphor Identification and Interpretation ↗Rui Mao, Chenghua Lin, Frank Guerin · Long Papers116 citations
- Domain Adaptation with Adversarial Training and Graph Embeddings ↗Firoj Alam, Shafiq Joty, Muhammad Imran · Long Papers115 citations
- Cross-Target Stance Classification with Self-Attention Networks ↗Chang Xu, Cécile Paris, Surya Nepal et al. · Short Papers114 citations
- Improving Knowledge Graph Embedding Using Simple Constraints ↗Boyang Ding, Quan Wang, Bin Wang et al. · Long Papers113 citations
- A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ↗Ying Lin, Shengqi Yang, Veselin Stoyanov et al. · Long Papers110 citations
- Accelerating Neural Transformer via an Average Attention Network ↗Biao Zhang, Deyi Xiong, Jinsong Su · Long Papers110 citations
- DuoRC: Towards Complex Language Understanding with Paraphrased Reading ComprehensionAmrita Saha, Rahul Aralikatte, Mitesh M. Khapra et al. · Long Papers110 citations · our summary
- Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention ↗Yue Zhao, Xiaolong Jin, Yuanzhuo Wang et al. · Short Papers109 citations
- Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures ↗Luke Vilnis, Xiang Li, Shikhar Murty et al. · Long Papers109 citations
- Training Classifiers with Natural Language Explanations ↗Braden Hancock, Paroma Varma, Stephanie Wang et al. · Long Papers109 citations
- A Co-Matching Model for Multi-choice Reading Comprehension ↗Shuohang Wang, Mo Yu, Jing Jiang et al. · Short Papers106 citations
- TDNN: A Two-stage Deep Neural Network for Prompt-independent Automated Essay Scoring ↗Cancan Jin, Ben He, Kai Hui et al. · Long Papers106 citations
- Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora ↗Stephen Roller, Douwe Kiela, Maximilian Nickel · Short Papers104 citations
- Retrieval of the Best Counterargument without Prior Topic KnowledgeHenning Wachsmuth, Shahbaz Syed, Benno Stein · Long Papers102 citations · our summary
- A Walk-based Model on Entity Graphs for Relation Extraction ↗Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou · Short Papers100 citations
- Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated ExamplesVidur Joshi, Matthew Peters, Mark Hopkins · Long Papers100 citations · our summary
- Extreme Adaptation for Personalized Neural Machine TranslationPaul Michel, Graham Neubig · Short Papers100 citations · our summary
- A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors ↗Mikhail Khodak, Nikunj Saunshi, Yingyu Liang et al. · Long Papers99 citations
- Multimodal Named Entity Disambiguation for Noisy Social Media Posts ↗Seungwhan Moon, Leonardo Neves, Vitor Carvalho · Long Papers98 citations
- Unsupervised Abstractive Meeting Summarization with Multi-Sentence Compression and Budgeted Submodular Maximization ↗Guokan Shang, Wensi Ding, Zekun Zhang et al. · Long Papers98 citations
- Filtering and Mining Parallel Data in a Joint Multilingual SpaceHolger Schwenk · Short Papers96 citations · our summary
- Incorporating Glosses into Neural Word Sense Disambiguation ↗Fuli Luo, Tianyu Liu, Qiaolin Xia et al. · Long Papers96 citations
- Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction ↗Onno Kampman, Elham J. Barezi, Dario Bertero et al. · Short Papers96 citations
- Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ↗Aishwarya Jadhav, Vaibhav Rajan · Long Papers95 citations
- Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification ↗Yizhong Wang, Kai Liu, Jing Liu et al. · Long Papers95 citations
- The price of debiasing automatic metrics in natural language evalaution ↗Arun Chaganty, Stephen Mussmann, Percy Liang · Long Papers95 citations
- Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking ↗Shikhar Murty, Patrick Verga, Luke Vilnis et al. · Long Papers90 citations
- Modeling Naive Psychology of Characters in Simple Commonsense Stories ↗Hannah Rashkin, Antoine Bosselut, Maarten Sap et al. · Long Papers89 citations
- Cross-Domain Sentiment Classification with Target Domain Specific Information ↗Minlong Peng, Qi Zhang, Yu-gang Jiang et al. · Long Papers86 citations
- Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction ↗Wenya Wang, Sinno Jialin Pan · Long Papers86 citations
- Marian: Fast Neural Machine Translation in C++Marcin Junczys-Dowmunt, Roman Grundkiewicz, Tomasz Dwojak et al.84 citations · our summary
- Nugget Proposal Networks for Chinese Event Detection ↗Hongyu Lin, Yaojie Lu, Xianpei Han et al. · Long Papers84 citations
- Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ↗Yikang Shen, Zhouhan Lin, Athul Paul Jacob et al. · Long Papers84 citations
- Large-Scale QA-SRL ParsingNicholas FitzGerald, Julian Michael, Luheng He et al. · Long Papers83 citations · our summary
- Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings ↗Bernd Bohnet, Ryan McDonald, Gonçalo Simões et al. · Long Papers83 citations
- StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ↗Pengcheng Yin, Chunting Zhou, Junxian He et al. · Long Papers83 citations
- A Purely End-to-End System for Multi-speaker Speech Recognition ↗Hiroshi Seki, Takaaki Hori, Shinji Watanabe et al. · Long Papers82 citations
- GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data ↗Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang et al. · Long Papers82 citations
- Sentiment Adaptive End-to-End Dialog Systems ↗Weiyan Shi, Zhou Yu · Long Papers79 citations
- Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ↗Nina Poerner, Hinrich Schütze, Benjamin Roth · Long Papers77 citations
- How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures ↗Tobias Domhan · Long Papers74 citations
- Learning to Control the Specificity in Neural Response Generation ↗Ruqing Zhang, Jiafeng Guo, Yixing Fan et al. · Long Papers74 citations
- RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition ↗Albert Zeyer, Tamer Alkhouli, Hermann Ney74 citations
- Bag-of-Words as Target for Neural Machine Translation ↗Shuming Ma, Xu Sun, Yizhong Wang et al. · Short Papers73 citations
- Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information ↗Masaki Asada, Makoto Miwa, Yutaka Sasaki · Short Papers73 citations
- Modeling and Prediction of Online Product Review Helpfulness: A Survey ↗Gerardo Ocampo Diaz, Vincent Ng · Long Papers73 citations
- Neural Approaches to Conversational AI ↗Jianfeng Gao, Michel Galley, Lihong Li · Tutorial Abstracts73 citations
- DialSQL: Dialogue Based Structured Query Generation ↗Izzeddin Gur, Semih Yavuz, Yu Su et al. · Long Papers72 citations
- Generating Informative Responses with Controlled Sentence Function ↗Pei Ke, Jian Guan, Minlie Huang et al. · Long Papers72 citations
- Learning How to Actively Learn: A Deep Imitation Learning Approach ↗Ming Liu, Wray Buntine, Gholamreza Haffari · Long Papers72 citations
- Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders ↗Yansen Wang, Chenyi Liu, Minlie Huang et al. · Long Papers72 citations
- Multitask Parsing Across Semantic Representations ↗Daniel Hershcovich, Omri Abend, Ari Rappoport · Long Papers72 citations
- Simple and Effective Text Simplification Using Semantic and Neural MethodsElior Sulem, Omri Abend, Ari Rappoport · Long Papers72 citations · our summary
- Explicit Retrofitting of Distributional Word Vectors ↗Goran Glavaš, Ivan Vulić · Long Papers71 citations
- Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question Answering ↗Wei Wang, Ming Yan, Chen Wu · Long Papers71 citations
- Personalized Language Model for Query Auto-Completion ↗Aaron Jaech, Mari Ostendorf · Short Papers71 citations
- Classification of Moral Foundations in Microblog Political Discourse ↗Kristen Johnson, Dan Goldwasser · Long Papers70 citations
- Named Entity Recognition With Parallel Recurrent Neural Networks ↗Andrej Žukov-Gregorič, Yoram Bachrach, Sam Coope · Short Papers69 citations
- Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ↗Yu Hong, Wenxuan Zhou, Jingli Zhang et al. · Long Papers69 citations
- Exemplar Encoder-Decoder for Neural Conversation Generation ↗Gaurav Pandey, Danish Contractor, Vineet Kumar et al. · Long Papers68 citations
- Semantic Parsing with Syntax- and Table-Aware SQL Generation ↗Yibo Sun, Duyu Tang, Nan Duan et al. · Long Papers67 citations
- A Neural Approach to Pun Generation ↗Zhiwei Yu, Jiwei Tan, Xiaojun Wan · Long Papers66 citations
- Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations ↗Jianmo Ni, Julian McAuley · Short Papers66 citations
- Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining ↗Eyal Shnarch, Carlos Alzate, Lena Dankin et al. · Short Papers66 citations
- Exploring Semantic Properties of Sentence Embeddings ↗Xunjie Zhu, Tingfeng Li, Gerard de Melo · Short Papers64 citations
- Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing ↗Bo Chen, Le Sun, Xianpei Han · Long Papers64 citations
- AMR dependency parsing with a typed semantic algebra ↗Jonas Groschwitz, Matthias Lindemann, Meaghan Fowlie et al. · Long Papers63 citations
- AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples ↗Dongyeop Kang, Tushar Khot, Ashish Sabharwal et al. · Long Papers63 citations
- Confidence Modeling for Neural Semantic Parsing ↗Li Dong, Chris Quirk, Mirella Lapata · Long Papers63 citations
- Deep-speare: A joint neural model of poetic language, meter and rhyme ↗Jey Han Lau, Trevor Cohn, Timothy Baldwin et al. · Long Papers63 citations
- Give Me More Feedback: Annotating Argument Persuasiveness and Related Attributes in Student Essays ↗Winston Carlile, Nishant Gurrapadi, Zixuan Ke et al. · Long Papers63 citations
- Which Melbourne? Augmenting Geocoding with Maps ↗Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier · Long Papers63 citations
- Obligation and Prohibition Extraction Using Hierarchical RNNs ↗Ilias Chalkidis, Ion Androutsopoulos, Achilleas Michos · Short Papers62 citations
- Weakly Supervised Semantic Parsing with Abstract Examples ↗Omer Goldman, Veronica Latcinnik, Ehud Nave et al. · Long Papers62 citations
- Learning Simplifications for Specific Target AudiencesCarolina Scarton, Lucia Specia · Short Papers59 citations · our summary
- Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention ClusteringRui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga et al. · Short Papers58 citations · our summary
- Sparse and Constrained Attention for Neural Machine Translation ↗Chaitanya Malaviya, Pedro Ferreira, André F. T. Martins · Short Papers58 citations
- Tackling the Story Ending Biases in The Story Cloze Test ↗Rishi Sharma, James Allen, Omid Bakhshandeh et al. · Short Papers58 citations
- Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages ↗Jeremy Barnes, Roman Klinger, Sabine Schulte im Walde · Long Papers57 citations
- Deep Reinforcement Learning for NLP ↗William Yang Wang, Jiwei Li, Xiaodong He · Tutorial Abstracts57 citations
- Hybrid semi-Markov CRF for Neural Sequence Labeling ↗Zhixiu Ye, Zhen-Hua Ling · Short Papers56 citations
- NASH: Toward End-to-End Neural Architecture for Generative Semantic Hashing ↗Dinghan Shen, Qinliang Su, Paidamoyo Chapfuwa et al. · Long Papers54 citations
- Neural Argument Generation Augmented with Externally Retrieved Evidence ↗Xinyu Hua, Lu Wang · Long Papers54 citations
- SemAxis: A Lightweight Framework to Characterize Domain-Specific Word Semantics Beyond Sentiment ↗Jisun An, Haewoon Kwak, Yong-Yeol Ahn · Long Papers54 citations
- Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation ↗Poorya Zaremoodi, Wray Buntine, Gholamreza Haffari · Short Papers53 citations
- Comprehensive Supersense Disambiguation of English Prepositions and Possessives ↗Nathan Schneider, Jena D. Hwang, Vivek Srikumar et al. · Long Papers53 citations
- A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification ↗Zeyang Lei, Yujiu Yang, Min Yang et al. · Short Papers52 citations
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