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Learning Dependency-Based Compositional Semantics
Percy Liang
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Michael I. Jordan
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Dan Klein
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Paper Details:
Year: 2013
Venue:
CL |
Citations
URL
Multilingual Semantic Parsing : Parsing Multiple Languages into Semantic Representations
Zhanming Jie
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Wei Lu
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Situated Incremental Natural Language Understanding using a Multimodal, Linguistically-driven Update Model
Casey Kennington
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Spyros Kousidis
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David Schlangen
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Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing
Bo Chen
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Bo An
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Le Sun
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Xianpei Han
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Joint Relational Embeddings for Knowledge-based Question Answering
Min-Chul Yang
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Nan Duan
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Ming Zhou
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Hae-Chang Rim
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Question Answering over Linked Data Using First-order Logic
Shizhu He
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Kang Liu
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Yuanzhe Zhang
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Liheng Xu
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Jun Zhao
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Learning Compact Lexicons for CCG Semantic Parsing
Yoav Artzi
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Dipanjan Das
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Slav Petrov
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Morpho-syntactic Lexical Generalization for CCG Semantic Parsing
Adrienne Wang
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Tom Kwiatkowski
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Luke Zettlemoyer
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Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation
Reut Tsarfaty
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Ilia Pogrebezky
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Guy Weiss
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Yaarit Natan
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Smadar Szekely
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David Harel
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Semantic Parsing with Relaxed Hybrid Trees
Wei Lu
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Alignment-Based Compositional Semantics for Instruction Following
Jacob Andreas
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Dan Klein
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Improving Semantic Parsing with Enriched Synchronous Context-Free Grammar
Junhui Li
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Muhua Zhu
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Wei Lu
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Guodong Zhou
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Broad-coverage CCG Semantic Parsing with AMR
Yoav Artzi
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Kenton Lee
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Luke Zettlemoyer
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Semantic Parsing to Probabilistic Programs for Situated Question Answering
Jayant Krishnamurthy
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Oyvind Tafjord
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Aniruddha Kembhavi
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Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems
Shyam Upadhyay
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Ming-Wei Chang
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Kai-Wei Chang
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Wen-tau Yih
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Semantic Parsing with Semi-Supervised Sequential Autoencoders
Tomáš Kočiský
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Gábor Melis
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Edward Grefenstette
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Chris Dyer
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Wang Ling
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Phil Blunsom
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Karl Moritz Hermann
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From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems
Mrinmaya Sachan
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Kumar Dubey
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Eric Xing
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Macro Grammars and Holistic Triggering for Efficient Semantic Parsing
Yuchen Zhang
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Panupong Pasupat
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Percy Liang
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Neural Semantic Parsing with Type Constraints for Semi-Structured Tables
Jayant Krishnamurthy
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Pradeep Dasigi
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Matt Gardner
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Joint Concept Learning and Semantic Parsing from Natural Language Explanations
Shashank Srivastava
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Igor Labutov
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Tom Mitchell
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Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model
Kun Xu
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Lingfei Wu
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Zhiguo Wang
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Mo Yu
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Liwei Chen
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Vadim Sheinin
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Question Generation from SQL Queries Improves Neural Semantic Parsing
Daya Guo
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Yibo Sun
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Duyu Tang
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Nan Duan
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Jian Yin
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Hong Chi
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James Cao
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Peng Chen
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Ming Zhou
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Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing
Jonathan Herzig
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Jonathan Berant
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Mapping Language to Code in Programmatic Context
Srinivasan Iyer
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Ioannis Konstas
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Alvin Cheung
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Luke Zettlemoyer
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SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task
Tao Yu
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Michihiro Yasunaga
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Kai Yang
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Rui Zhang
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Dongxu Wang
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Zifan Li
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Dragomir Radev
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Learning to Learn Semantic Parsers from Natural Language Supervision
Igor Labutov
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Bishan Yang
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Tom Mitchell
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Dependency-based Hybrid Trees for Semantic Parsing
Zhanming Jie
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Wei Lu
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Learning Latent Semantic Annotations for Grounding Natural Language to Structured Data
Guanghui Qin
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Jin-Ge Yao
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Xuening Wang
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Jinpeng Wang
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Chin-Yew Lin
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Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
Tao Yu
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Rui Zhang
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Kai Yang
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Michihiro Yasunaga
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Dongxu Wang
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Zifan Li
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James Ma
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Irene Li
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Qingning Yao
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Shanelle Roman
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Zilin Zhang
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Dragomir Radev
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Empirically-motivated Generalizations of CCG Semantic Parsing Learning Algorithms
Jesse Glass
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Alexander Yates
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Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems
Shyam Upadhyay
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Ming-Wei Chang
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On-demand Injection of Lexical Knowledge for Recognising Textual Entailment
Pascual Martínez-Gómez
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Koji Mineshima
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Yusuke Miyao
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Daisuke Bekki
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Squib: Reproducibility in Computational Linguistics: Are We Willing to Share?
Martijn Wieling
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Josine Rawee
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Gertjan van Noord
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Multilingual Semantic Parsing And Code-Switching
Long Duong
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Hadi Afshar
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Dominique Estival
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Glen Pink
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Philip Cohen
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Mark Johnson
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Weakly-Supervised Neural Semantic Parsing with a Generative Ranker
Jianpeng Cheng
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Mirella Lapata
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Semantic approaches to software component retrieval with English queries
Huijing Deng
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Grzegorz Chrupała
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Annotating Logical Forms for EHR Questions
Kirk Roberts
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Dina Demner-Fushman
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Grounded Semantic Parsing for Complex Knowledge Extraction
Ankur P. Parikh
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Hoifung Poon
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Kristina Toutanova
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Type-Driven Incremental Semantic Parsing with Polymorphism
Kai Zhao
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Liang Huang
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Probabilistic Models for Learning a Semantic Parser Lexicon
Jayant Krishnamurthy
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A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap
Carolin Haas
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Stefan Riezler
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The Web as a Knowledge-Base for Answering Complex Questions
Alon Talmor
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Jonathan Berant
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TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation
Tao Yu
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Zifan Li
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Zilin Zhang
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Rui Zhang
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Dragomir Radev
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Logical Inference on Dependency-based Compositional Semantics
Ran Tian
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Yusuke Miyao
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Takuya Matsuzaki
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Information Extraction over Structured Data: Question Answering with Freebase
Xuchen Yao
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Benjamin Van Durme
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Knowledge-Based Question Answering as Machine Translation
Junwei Bao
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Nan Duan
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Ming Zhou
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Tiejun Zhao
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Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar
Jayant Krishnamurthy
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Tom M. Mitchell
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A Discriminative Graph-Based Parser for the Abstract Meaning Representation
Jeffrey Flanigan
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Sam Thomson
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Jaime Carbonell
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Chris Dyer
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Noah A. Smith
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Context-dependent Semantic Parsing for Time Expressions
Kenton Lee
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Yoav Artzi
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Jesse Dodge
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Luke Zettlemoyer
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Semantic Parsing for Single-Relation Question Answering
Wen-tau Yih
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Xiaodong He
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Christopher Meek
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Question Answering over Freebase with Multi-Column Convolutional Neural Networks
Li Dong
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Furu Wei
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Ming Zhou
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Ke Xu
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Robust Subgraph Generation Improves Abstract Meaning Representation Parsing
Keenon Werling
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Gabor Angeli
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Christopher D. Manning
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Environment-Driven Lexicon Induction for High-Level Instructions
Dipendra Kumar Misra
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Kejia Tao
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Percy Liang
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Ashutosh Saxena
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Building a Semantic Parser Overnight
Yushi Wang
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Jonathan Berant
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Percy Liang
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Open IE as an Intermediate Structure for Semantic Tasks
Gabriel Stanovsky
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Ido Dagan
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Mausam
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Constrained Semantic Forests for Improved Discriminative Semantic Parsing
Wei Lu
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Noise reduction and targeted exploration in imitation learning for Abstract Meaning Representation parsing
James Goodman
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Andreas Vlachos
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Jason Naradowsky
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Data Recombination for Neural Semantic Parsing
Robin Jia
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Percy Liang
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Inferring Logical Forms From Denotations
Panupong Pasupat
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Percy Liang
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Language to Logical Form with Neural Attention
Li Dong
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Mirella Lapata
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Combining Natural Logic and Shallow Reasoning for Question Answering
Gabor Angeli
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Neha Nayak
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Christopher D. Manning
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Sentence Rewriting for Semantic Parsing
Bo Chen
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Le Sun
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Xianpei Han
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Bo An
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CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases
Zihang Dai
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Lei Li
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Wei Xu
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Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings
Fereshte Khani
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Martin Rinard
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Percy Liang
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Learning Semantically and Additively Compositional Distributional Representations
Ran Tian
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Naoaki Okazaki
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Kentaro Inui
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Knowledge-Based Semantic Embedding for Machine Translation
Chen Shi
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Shujie Liu
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Shuo Ren
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Shi Feng
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Mu Li
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Ming Zhou
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Xu Sun
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Houfeng Wang
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Learning Language Games through Interaction
Sida I. Wang
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Percy Liang
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Christopher D. Manning
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The Value of Semantic Parse Labeling for Knowledge Base Question Answering
Wen-tau Yih
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Matthew Richardson
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Chris Meek
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Ming-Wei Chang
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Jina Suh
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Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision
Chen Liang
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Jonathan Berant
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Quoc Le
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Kenneth D. Forbus
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Ni Lao
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Learning Structured Natural Language Representations for Semantic Parsing
Jianpeng Cheng
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Siva Reddy
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Vijay Saraswat
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Mirella Lapata
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A Syntactic Neural Model for General-Purpose Code Generation
Pengcheng Yin
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Graham Neubig
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Naturalizing a Programming Language via Interactive Learning
Sida I. Wang
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Samuel Ginn
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Percy Liang
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Christopher D. Manning
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Learning a Neural Semantic Parser from User Feedback
Srinivasan Iyer
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Ioannis Konstas
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Alvin Cheung
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Jayant Krishnamurthy
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Luke Zettlemoyer
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From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood
Kelvin Guu
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Panupong Pasupat
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Evan Liu
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Percy Liang
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Abstract Syntax Networks for Code Generation and Semantic Parsing
Maxim Rabinovich
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Mitchell Stern
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Dan Klein
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Bandit Structured Prediction for Neural Sequence-to-Sequence Learning
Julia Kreutzer
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Artem Sokolov
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Stefan Riezler
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Learning Semantic Correspondences in Technical Documentation
Kyle Richardson
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Jonas Kuhn
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Neural Semantic Parsing over Multiple Knowledge-bases
Jonathan Herzig
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Jonathan Berant
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Zero-shot Learning of Classifiers from Natural Language Quantification
Shashank Srivastava
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Igor Labutov
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Tom Mitchell
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Improving Text-to-SQL Evaluation Methodology
Catherine Finegan-Dollak
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Jonathan K. Kummerfeld
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Li Zhang
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Karthik Ramanathan
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Sesh Sadasivam
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Rui Zhang
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Dragomir Radev
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Using Intermediate Representations to Solve Math Word Problems
Danqing Huang
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Jin-Ge Yao
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Chin-Yew Lin
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Qingyu Zhou
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Jian Yin
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Discourse Representation Structure Parsing
Jiangming Liu
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Shay B. Cohen
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Mirella Lapata
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Coarse-to-Fine Decoding for Neural Semantic Parsing
Li Dong
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Mirella Lapata
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StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing
Pengcheng Yin
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Chunting Zhou
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Junxian He
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Graham Neubig
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Weakly Supervised Semantic Parsing with Abstract Examples
Omer Goldman
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Veronica Latcinnik
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Ehud Nave
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Amir Globerson
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Jonathan Berant
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Training Classifiers with Natural Language Explanations
Braden Hancock
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Paroma Varma
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Stephanie Wang
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Martin Bringmann
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Percy Liang
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Christopher Ré
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Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation
Alane Suhr
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Yoav Artzi
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Large-scale Semantic Parsing without Question-Answer Pairs
Siva Reddy
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Mirella Lapata
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Mark Steedman
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Imitation Learning of Agenda-based Semantic Parsers
Jonathan Berant
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Percy Liang
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Semantic Parsing of Ambiguous Input through Paraphrasing and Verification
Philip Arthur
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Graham Neubig
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Sakriani Sakti
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Tomoki Toda
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Satoshi Nakamura
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Transforming Dependency Structures to Logical Forms for Semantic Parsing
Siva Reddy
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Oscar Täckström
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Michael Collins
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Tom Kwiatkowski
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Dipanjan Das
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Mark Steedman
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Mirella Lapata
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Learning to Make Inferences in a Semantic Parsing Task
Kyle Richardson
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Jonas Kuhn
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Mapping to Declarative Knowledge for Word Problem Solving
Subhro Roy
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Dan Roth
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A Supervised Semantic Parsing with Lexicon Extension and Syntactic Constraint
Zhihua Liao
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Qixian Zeng
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Qiyun Wang
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Natural Solution to FraCaS Entailment Problems
Lasha Abzianidze
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Evaluating Semantic Parsing against a Simple Web-based Question Answering Model
Alon Talmor
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Mor Geva
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Jonathan Berant
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Learning to Solve Geometry Problems from Natural Language Demonstrations in Textbooks
Mrinmaya Sachan
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Eric Xing
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Grounding Language with Points and Paths in Continuous Spaces
Jacob Andreas
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Dan Klein
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A Deep Architecture for Semantic Parsing
Edward Grefenstette
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Phil Blunsom
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Nando de Freitas
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Karl Moritz Hermann
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From Treebank Parses to Episodic Logic and Commonsense Inference
Lenhart Schubert
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Intermediary Semantic Representation through Proposition Structures
Gabriel Stanovsky
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Jessica Ficler
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Ido Dagan
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Yoav Goldberg
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Efficient Logical Inference for Semantic Processing
Ran Tian
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Yusuke Miyao
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Takuya Matsuzaki
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Freebase QA: Information Extraction or Semantic Parsing?
Xuchen Yao
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Jonathan Berant
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Benjamin Van Durme
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Recursive Neural Networks Can Learn Logical Semantics
Samuel R. Bowman
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Christopher Potts
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Christopher D. Manning
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Transfer Learning for Neural Semantic Parsing
Xing Fan
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Emilio Monti
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Lambert Mathias
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Markus Dreyer
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How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing
Abhilasha Ravichander
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Thomas Manzini
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Matthias Grabmair
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Graham Neubig
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Jonathan Francis
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Eric Nyberg
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An Example-Based Approach to Difficult Pronoun Resolution
Canasai Kruengkrai
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Naoya Inoue
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Jun Sugiura
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Kentaro Inui
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Encoding Generalized Quantifiers in Dependency-based Compositional Semantics
Yubing Dong
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Ran Tian
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Yusuke Miyao
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http://arvix.org/abs/
Field Of Study
Linguistic Trends
Discourse
Formal Semantics
Syntax
Task
Semantic Parsing
Information Extraction
Approach
Generative Model
Graphical Model
Language
English
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