Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task Apr 1, 2021 Dependency Parsing Part-Of-Speech Tagging
— Unverified Exploiting Definitions for Frame Identification Apr 1, 2021 Semantic Parsing Sentence
Code Code Available Semantic Parsing of Disfluent Speech Apr 1, 2021 Semantic Parsing
— Unverified FeTaQA: Free-form Table Question Answering Apr 1, 2021 Form Question Answering
Code Code Available NL-EDIT: Correcting semantic parse errors through natural language interaction Mar 26, 2021 Semantic Parsing Text to SQL
Code Code Available Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Mar 13, 2021 Conversational Question Answering Knowledge Graphs
Code Code Available Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing Mar 8, 2021 Human Parsing Multi-Person Pose Estimation
Code Code Available Comparing Knowledge-Intensive and Data-Intensive Models for English Resource Semantic Parsing Mar 1, 2021 Semantic Parsing
— Unverified Semantic Parsing to Manipulate Relational Database For a Management System Feb 18, 2021 Management NER
— Unverified On Robustness of Neural Semantic Parsers Feb 2, 2021 Data Augmentation Semantic Parsing
— Unverified Few-Shot Semantic Parsing for New Predicates Jan 26, 2021 Few-Shot Learning Meta-Learning
Code Code Available El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing Jan 26, 2021 Data Augmentation Semantic Parsing
— Unverified Distilling Large Language Models into Tiny and Effective Students using pQRNN Jan 21, 2021 Data Augmentation Semantic Parsing
— Unverified Teach me how to Label: Labeling Functions from Natural Language with Text-to-text Transformers Jan 18, 2021 Code Generation Semantic Parsing
Code Code Available Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals Jan 11, 2021 Knowledge Base Question Answering Question Answering
Code Code Available Modeling Global Semantics for Question Answering over Knowledge Bases Jan 5, 2021 Question Answering Semantic Parsing
— Unverified Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Jan 5, 2021 Dialogue State Tracking Inductive Bias
Code Code Available Code Generation from Natural Language with Less Prior and More Monolingual Data Jan 1, 2021 Code Generation Inductive Bias
Code Code Available Recurrently Controlling a Recurrent Network with Recurrent Networks Controlled by More Recurrent Networks Jan 1, 2021 Code Generation Inductive Bias
— Unverified PhraseTransformer: Self-Attention using Local Context for Semantic Parsing Jan 1, 2021 Machine Translation Semantic Parsing
Code Code Available Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing Jan 1, 2021 Generalization Bounds Machine Translation
— Unverified Adaptive Self-training for Neural Sequence Labeling with Few Labels Jan 1, 2021 Meta-Learning named-entity-recognition
— Unverified SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing Jan 1, 2021 Dialogue State Tracking Language Modeling
— Unverified Optimizing Deeper Transformers on Small Datasets Dec 30, 2020 Reading Comprehension Semantic Parsing
Code Code Available Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Dec 23, 2020 Decoder Deep Attention
Code Code Available Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Dec 18, 2020 Language Modeling Language Modelling
Code Code Available *-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task Dec 15, 2020 BIG-bench Machine Learning Semantic Parsing
— Unverified Human Pose Transfer by Adaptive Hierarchical Deformation Dec 13, 2020 Image Generation Pose Transfer
Code Code Available Iterative Utterance Segmentation for Neural Semantic Parsing Dec 13, 2020 Segmentation Semantic Parsing
— Unverified Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing Dec 9, 2020 Graph Neural Network Semantic Parsing
Code Code Available Bifold and Semantic Reasoning for Pedestrian Behavior Prediction Dec 6, 2020 Prediction Semantic Parsing
— Unverified Leveraging Abstract Meaning Representation for Knowledge Base Question Answering Dec 3, 2020 Abstract Meaning Representation Entity Linking
— Unverified Machine Translation Aided Bilingual Data-to-Text Generation and Semantic Parsing Dec 1, 2020 Data-to-Text Generation Machine Translation
— Unverified The 2020 Bilingual, Bi-Directional WebNLG+ Shared Task: Overview and Evaluation Results (WebNLG+ 2020) Dec 1, 2020 Semantic Parsing Text Generation
— Unverified Transformer Semantic Parsing Dec 1, 2020 Decoder Question Answering
— Unverified Predicting Coreference in Abstract Meaning Representations Dec 1, 2020 Abstract Meaning Representation coreference-resolution
— Unverified Semantic parsing with fuzzy meaning representations Dec 1, 2020 Semantic Parsing
— Unverified Multi-level Alignment Pretraining for Multi-lingual Semantic Parsing Dec 1, 2020 Semantic Parsing Sentence
— Unverified Point-of-Interest Oriented Question Answering with Joint Inference of Semantic Matching and Distance Correlation Dec 1, 2020 Question Answering Retrieval
— Unverified BMEAUT at SemEval-2020 Task 2: Lexical Entailment with Semantic Graphs Dec 1, 2020 Lexical Entailment Semantic Parsing
— Unverified Semantic Structural Decomposition for Neural Machine Translation Dec 1, 2020 Machine Translation Semantic Parsing
Code Code Available Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View Consistency Dec 1, 2020 Human Parsing Image to 3D
Code Code Available Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation Nov 29, 2020 Semantic Parsing Semantic Role Labeling
Code Code Available Encoding Syntactic Constituency Paths for Frame-Semantic Parsing with Graph Convolutional Networks Nov 26, 2020 Semantic Parsing Semantic Role Labeling
— Unverified Sequence-Level Mixed Sample Data Augmentation Nov 18, 2020 Data Augmentation Semantic Parsing
Code Code Available Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT Nov 9, 2020 DRS Parsing Language Modeling
Code Code Available Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations Nov 3, 2020 Denoising Natural Language Understanding
— Unverified Context Dependent Semantic Parsing: A Survey Nov 2, 2020 Semantic Parsing Survey
Code Code Available ÚFAL at MRP 2020: Permutation-invariant Semantic Parsing in PERIN Nov 2, 2020 Semantic Parsing Sentence
Code Code Available Uncertainty and Traffic-Aware Active Learning for Semantic Parsing Nov 1, 2020 Active Learning Semantic Parsing
— Unverified 