Program Transfer for Answering Complex Questions over Knowledge Bases Oct 12, 2021 Program induction Semantic Parsing
Code Code Available 5 Progressive Semantic-Aware Style Transformation for Blind Face Restoration Sep 18, 2020 Blind Face Restoration Face Parsing
Code Code Available 5 DPF: Learning Dense Prediction Fields with Weak Supervision Mar 29, 2023 Intrinsic Image Decomposition Prediction
Code Code Available 5 RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Nov 10, 2019 Relation Semantic Parsing
Code Code Available 5 Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT Nov 9, 2020 DRS Parsing Language Modeling
Code Code Available 5 ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Oct 22, 2022 Fact Verification Question Answering
Code Code Available 5 Rethinking Tabular Data Understanding with Large Language Models Dec 27, 2023 Semantic Parsing
Code Code Available 5 Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Jan 5, 2021 Dialogue State Tracking Inductive Bias
Code Code Available 5 Schema2QA: High-Quality and Low-Cost Q&A Agents for the Structured Web Jan 16, 2020 Question Answering Semantic Parsing
Code Code Available 5 Semantic Parsing for Conversational Question Answering over Knowledge Graphs Jan 28, 2023 Conversational Question Answering Knowledge Graphs
Code Code Available 5 Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs May 4, 2023 Semantic Parsing SQL Parsing
Code Code Available 5 SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases Mar 31, 2020 Semantic Parsing Sentence
Code Code Available 5 AMR Parsing as Sequence-to-Graph Transduction May 21, 2019 AMR Parsing Semantic Parsing
Code Code Available 5 Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
Code Code Available 5 Evaluating statistical language models as pragmatic reasoners May 1, 2023 Negation Semantic Parsing
Code Code Available 5 Structured Reordering for Modeling Latent Alignments in Sequence Transduction Jun 6, 2021 Machine Translation Semantic Parsing
Code Code Available 5 Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family Mar 14, 2023 Knowledge Base Question Answering Language Modeling
Code Code Available 5 Syntax-augmented Multilingual BERT for Cross-lingual Transfer Jun 3, 2021 Cross-Lingual Transfer named-entity-recognition
Code Code Available 5 Exploring Neural Methods for Parsing Discourse Representation Structures Oct 30, 2018 DRS Parsing Semantic Parsing
Code Code Available 5 Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold Jun 29, 2017 Semantic Parsing
Code Code Available 5 Generating Data for Symbolic Language with Large Language Models May 23, 2023 Code Generation Semantic Parsing
Code Code Available 5 AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling Apr 21, 2020 Intent Detection Semantic Frame Parsing
Code Code Available 5 Text-to-Text Extraction and Verbalization of Biomedical Event Graphs Oct 1, 2022 Event Extraction Semantic Parsing
Code Code Available 5 FeTaQA: Free-form Table Question Answering Apr 1, 2021 Form Question Answering
Code Code Available 5 Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Dec 23, 2020 Decoder Deep Attention
Code Code Available 5 Focusing on Persons: Colorizing Old Images Learning from Modern Historical Movies Aug 14, 2021 Classification Colorization
Code Code Available 5 Break It Down: A Question Understanding Benchmark Jan 31, 2020 Open-Domain Question Answering Question Answering
Code Code Available 5 Conversational Semantic Parsing for Dialog State Tracking Oct 24, 2020 Decoder dialog state tracking
Code Code Available 5 CABINET: Content Relevance based Noise Reduction for Table Question Answering Feb 2, 2024 In-Context Learning Question Answering
Code Code Available 5 3D-to-2D Distillation for Indoor Scene Parsing Apr 6, 2021 Scene Parsing Semantic Parsing
Code Code Available 5 Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding Apr 16, 2020 Human Part Segmentation Panoptic Segmentation
Code Code Available 5 Calibrated Interpretation: Confidence Estimation in Semantic Parsing Nov 14, 2022 Semantic Parsing
Code Code Available 5 AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Oct 9, 2020 Attribute Natural Questions
Code Code Available 5 Grammar Prompting for Domain-Specific Language Generation with Large Language Models May 30, 2023 In-Context Learning Semantic Parsing
Code Code Available 5 Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data Aug 1, 2021 Code Generation Inductive Bias
Code Code Available 5 CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet Aug 1, 2021 Entity Linking Entity Typing
Code Code Available 5 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Jun 21, 2022 Decoder Language Modeling
Code Code Available 5 Code-Style In-Context Learning for Knowledge-Based Question Answering Sep 9, 2023 Code Generation In-Context Learning
Code Code Available 5 Benchmarking Meaning Representations in Neural Semantic Parsing Nov 1, 2020 Benchmarking Semantic Parsing
Code Code Available 5 COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Oct 12, 2020 Position Semantic Parsing
Code Code Available 5 Complex Knowledge Base Question Answering: A Survey Aug 15, 2021 Information Retrieval Knowledge Base Question Answering
Code Code Available 5 Human Pose Transfer by Adaptive Hierarchical Deformation Dec 13, 2020 Image Generation Pose Transfer
Code Code Available 5 Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
Code Code Available 5 Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Apr 4, 2021 Conversational Question Answering Graph Attention
Code Code Available 5 Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation Nov 29, 2020 Semantic Parsing Semantic Role Labeling
Code Code Available 5 Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases Mar 6, 2019 Information Retrieval Knowledge Base Question Answering
Code Code Available 5 Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training Dec 18, 2020 Language Modeling Language Modelling
Code Code Available 5 Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques May 27, 2023 Domain Generalization Language Modeling
Code Code Available 5 Constrained Language Models Yield Few-Shot Semantic Parsers Apr 18, 2021 Semantic Parsing
Code Code Available 5 Open-source Frame Semantic Parsing Mar 22, 2023 Semantic Parsing
Code Code Available 5 