Good-Enough Compositional Data Augmentation Apr 21, 2019 Data Augmentation Diagnostic
Code Code Available Learning Programmatic Idioms for Scalable Semantic Parsing Apr 19, 2019 Code Generation Semantic Parsing
— Unverified CraftAssist Instruction Parsing: Semantic Parsing for a Minecraft Assistant Apr 17, 2019 Minecraft Semantic Parsing
— Unverified Unsupervised Person Image Generation with Semantic Parsing Transformation Apr 6, 2019 Image Generation Image Manipulation
Code Code Available An Improved Coarse-to-Fine Method for Solving Generation Tasks Apr 1, 2019 Math Math Word Problem Solving
— Unverified A Pointer Network Architecture for Context-Dependent Semantic Parsing Apr 1, 2019 Semantic Parsing
— Unverified Domain Adaptation for Low-Resource Neural Semantic Parsing Apr 1, 2019 Domain Adaptation Semantic Parsing
— Unverified Neural Program Planner for Structured Predictions Mar 23, 2019 Machine Translation Program Synthesis
— Unverified A Type-coherent, Expressive Representation as an Initial Step to Language Understanding Mar 22, 2019 Semantic Parsing
— Unverified Content Differences in Syntactic and Semantic Representations Mar 15, 2019 Semantic Parsing UCCA Parsing
Code Code Available HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing Mar 11, 2019 General Classification Semantic Parsing
— Unverified Practical Semantic Parsing for Spoken Language Understanding Mar 11, 2019 Multi-Task Learning Question Answering
— Unverified SemEval-2019 Task 1: Cross-lingual Semantic Parsing with UCCA Mar 6, 2019 Semantic Parsing UCCA Parsing
— Unverified DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Mar 1, 2019 Question Answering Reading Comprehension
Code Code Available Learning to Generalize from Sparse and Underspecified Rewards Feb 19, 2019 Bayesian Optimization Semantic Parsing
Code Code Available Improving Semantic Parsing for Task Oriented Dialog Feb 15, 2019 Language Modeling Language Modelling
— Unverified Table2answer: Read the database and answer without SQL Feb 12, 2019 Form Question Answering
Code Code Available Debugging Frame Semantic Role Labeling Jan 22, 2019 Semantic Parsing Semantic Role Labeling
— Unverified Sentence Rewriting for Semantic Parsing Jan 10, 2019 Form Semantic Parsing
— Unverified Building a Neural Semantic Parser from a Domain Ontology Dec 25, 2018 Semantic Parsing
— Unverified Semantic Frame Parsing for Information Extraction : the CALOR corpus Dec 19, 2018 Semantic Frame Parsing Semantic Parsing
— Unverified Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation Dec 4, 2018 Data Augmentation Domain Adaptation
— Unverified A Survey on Semantic Parsing Dec 3, 2018 Program Synthesis Semantic Parsing
— Unverified Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base Dec 1, 2018 Conversational Question Answering Decoder
Code Code Available Counterfactual Learning from Human Proofreading Feedback for Semantic Parsing Nov 29, 2018 counterfactual Question Answering
Code Code Available QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships Nov 20, 2018 Friction Semantic Parsing
— Unverified A Grammar-Based Structural CNN Decoder for Code Generation Nov 14, 2018 Code Generation Decoder
Code Code Available Translating Natural Language to SQL using Pointer-Generator Networks and How Decoding Order Matters Nov 13, 2018 Question Answering Semantic Parsing
— Unverified A Multi-layer LSTM-based Approach for Robot Command Interaction Modeling Nov 13, 2018 Natural Language Understanding Semantic Parsing
— Unverified Neural sentence generation from formal semantics Nov 1, 2018 Machine Translation Natural Language Inference
— Unverified Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing Nov 1, 2018 Dialogue Management General Classification
— Unverified Semantic role labeling tools for biomedical question answering: a study of selected tools on the BioASQ datasets Nov 1, 2018 Named Entity Recognition (NER) Part-Of-Speech Tagging
— Unverified LIA: A Natural Language Programmable Personal Assistant Nov 1, 2018 Semantic Parsing
— Unverified Interactive Instance-based Evaluation of Knowledge Base Question Answering Nov 1, 2018 Entity Linking Knowledge Base Question Answering
Code Code Available Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning Nov 1, 2018 Argument Mining Common Sense Reasoning
Code Code Available Semantic Parsing for Task Oriented Dialog using Hierarchical Representations Oct 18, 2018 Constituency Parsing Semantic Parsing
— Unverified Simple and Effective Text Simplification Using Semantic and Neural Methods Oct 11, 2018 Machine Translation Semantic Parsing
— Unverified SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task Oct 11, 2018 Decoder Semantic Parsing
Code Code Available Semantic Structural Evaluation for Text Simplification Oct 11, 2018 Semantic Parsing Sentence
Code Code Available Semantics as a Foreign Language Oct 1, 2018 Dependency Parsing Machine Translation
— Unverified Grounding language acquisition by training semantic parsers using captioned videos Oct 1, 2018 Language Acquisition Semantic Parsing
— Unverified DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers Oct 1, 2018 Semantic Parsing
— Unverified Knowledge Base Question Answering via Encoding of Complex Query Graphs Oct 1, 2018 Knowledge Base Question Answering Question Answering
Code Code Available Generating Syntactic Paraphrases Oct 1, 2018 Data-to-Text Generation Machine Translation
— Unverified Cross-lingual Decompositional Semantic Parsing Oct 1, 2018 Semantic Parsing
— Unverified Supervised Clustering of Questions into Intents for Dialog System Applications Oct 1, 2018 Chatbot Clustering
— Unverified Better Transition-Based AMR Parsing with a Refined Search Space Oct 1, 2018 Abstract Meaning Representation AMR Parsing
— Unverified Automatically Detecting the Position and Type of Psychiatric Evaluation Report Sections Oct 1, 2018 Position Semantic Parsing
— Unverified Translating a Math Word Problem to a Expression Tree Oct 1, 2018 Machine Translation Math
— Unverified SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task Oct 1, 2018 Decoder Semantic Parsing
— Unverified 