Papers
Deep Relevance Ranking Using Enhanced Document-Query Interactions
Ryan McDonald, George Brokos, Ion Androutsopoulos
Learning Context-Sensitive Convolutional Filters for Text Processing
Dinghan Shen, Martin Renqiang Min, Yitong Li et al.
Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment
Dinghan Shen, Xinyuan Zhang, Ricardo Henao et al.
Content Selection in Deep Learning Models of Summarization
Chris Kedzie, Kathleen McKeown, Hal Daumé III
Improving Abstraction in Text Summarization
Wojciech Kryściński, Romain Paulus, Caiming Xiong et al.
Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization
Shashi Narayan, Shay B. Cohen, Mirella Lapata
Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling
Wei Li, Xinyan Xiao, Yajuan Lyu et al.
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism
Yongzhen Wang, Xiaozhong Liu, Zheng Gao
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions
Sho Yokoi, Sosuke Kobayashi, Kenji Fukumizu et al.
Learning Scalar Adjective Intensity from Paraphrases
Anne Cocos, Skyler Wharton, Ellie Pavlick et al.
Predicting Semantic Relations using Global Graph Properties
Yuval Pinter, Jacob Eisenstein
Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research
Haim Dubossarsky, Eitan Grossman, Daphna Weinshall
Heuristically Informed Unsupervised Idiom Usage Recognition
Changsheng Liu, Rebecca Hwa
Better Transition-Based AMR Parsing with a Refined Search Space
Zhijiang Guo, Wei Lu
What It Takes to Achieve 100% Condition Accuracy on WikiSQL
Semih Yavuz, Izzeddin Gur, Yu Su et al.
DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers
Jesse Dunietz, Jaime Carbonell, Lori Levin
Learning to Learn Semantic Parsers from Natural Language Supervision
Igor Labutov, Bishan Yang, Tom Mitchell
Cross-lingual Decompositional Semantic Parsing
Sheng Zhang, Xutai Ma, Rachel Rudinger et al.
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task
Tao Yu, Michihiro Yasunaga, Kai Yang et al.
Mapping Language to Code in Programmatic Context
Srinivasan Iyer, Ioannis Konstas, Alvin Cheung et al.
A Span Selection Model for Semantic Role Labeling
Hiroki Ouchi, Hiroyuki Shindo, Yuji Matsumoto
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing
Jonathan Herzig, Jonathan Berant
SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications
Zexuan Zhong, Jiaqi Guo, Wei Yang et al.
Question Generation from SQL Queries Improves Neural Semantic Parsing
Daya Guo, Yibo Sun, Duyu Tang et al.
Lessons from Natural Language Inference in the Clinical Domain
Alexey Romanov, Chaitanya Shivade