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 A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization Feb 4, 2019 Decoder Semantic Parsing
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 Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning Nov 1, 2018 Argument Mining Common Sense Reasoning
Code Code Available 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 Interactive Instance-based Evaluation of Knowledge Base Question Answering Nov 1, 2018 Entity Linking Knowledge Base Question Answering
Code Code Available LIA: A Natural Language Programmable Personal Assistant Nov 1, 2018 Semantic Parsing
— Unverified Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing Nov 1, 2018 Dialogue Management General Classification
— Unverified Exploring Neural Methods for Parsing Discourse Representation Structures Oct 30, 2018 DRS Parsing Semantic Parsing
Code Code Available Semantic Parsing for Task Oriented Dialog using Hierarchical Representations Oct 18, 2018 Constituency Parsing 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 Simple and Effective Text Simplification Using Semantic and Neural Methods Oct 11, 2018 Machine Translation Semantic Parsing
— Unverified TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation Oct 5, 2018 Code Generation Semantic Parsing
Code Code Available Automatically Detecting the Position and Type of Psychiatric Evaluation Report Sections Oct 1, 2018 Position Semantic Parsing
— Unverified Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis Oct 1, 2018 Dependency Parsing Semantic Parsing
Code Code Available Better Transition-Based AMR Parsing with a Refined Search Space Oct 1, 2018 Abstract Meaning Representation AMR Parsing
— Unverified Cross-lingual Decompositional Semantic Parsing Oct 1, 2018 Semantic Parsing
— Unverified DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers Oct 1, 2018 Semantic Parsing
— Unverified Semantics as a Foreign Language Oct 1, 2018 Dependency Parsing Machine Translation
— Unverified SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-Domain Text-to-SQL Task Oct 1, 2018 Decoder Semantic Parsing
— Unverified Generating Syntactic Paraphrases Oct 1, 2018 Data-to-Text Generation Machine Translation
— Unverified Supervised Clustering of Questions into Intents for Dialog System Applications Oct 1, 2018 Chatbot Clustering
— Unverified Translating a Math Word Problem to a Expression Tree Oct 1, 2018 Machine Translation Math
— Unverified Knowledge Base Question Answering via Encoding of Complex Query Graphs Oct 1, 2018 Knowledge Base Question Answering Question Answering
Code Code Available Grounding language acquisition by training semantic parsers using captioned videos Oct 1, 2018 Language Acquisition Semantic Parsing
— Unverified Novel positional encodings to enable tree-structured transformers Sep 27, 2018 Program Synthesis Semantic Parsing
— Unverified Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Sep 24, 2018 Semantic Parsing Text to SQL
Code Code Available Symbolic Priors for RNN-based Semantic Parsing Sep 20, 2018 Question Answering Semantic Parsing
Code Code Available Knowledge-Aware Conversational Semantic Parsing Over Web Tables Sep 12, 2018 Entity Typing Language Modeling
— Unverified Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations Sep 5, 2018 Question Answering Semantic Parsing
— Unverified Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing Sep 4, 2018 Graph Generation Representation Learning
Code Code Available Dependency-based Hybrid Trees for Semantic Parsing Sep 1, 2018 Semantic Parsing
— Unverified Neural Compositional Denotational Semantics for Question Answering Aug 29, 2018 Question Answering Semantic Parsing
— Unverified Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data Aug 28, 2018 Semantic Parsing Semantic Role Labeling
Code Code Available Zero-shot Transfer Learning for Semantic Parsing Aug 27, 2018 Semantic Parsing Transfer Learning
— Unverified Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model Aug 23, 2018 Graph-to-Sequence Semantic Parsing
Code Code Available 