Recognize Anything: A Strong Image Tagging Model Jun 6, 2023 model Semantic Parsing
Code Code Available Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer Apr 21, 2024 Face Parsing Semantic Parsing
Code Code Available N-LTP: An Open-source Neural Language Technology Platform for Chinese Sep 24, 2020 Chinese Word Segmentation Dependency Parsing
Code Code Available Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog Apr 11, 2021 Semantic Parsing
Code Code Available ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues Mar 23, 2022 Semantic Parsing
Code Code Available ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Oct 13, 2023 Knowledge Base Question Answering Knowledge Graphs
Code Code Available UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Jan 16, 2022 Few-Shot Learning Question Answering
Code Code Available OpenICL: An Open-Source Framework for In-context Learning Mar 6, 2023 In-Context Learning Language Modeling
Code Code Available RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Feb 12, 2023 Decoder Language Modeling
Code Code Available Binding Language Models in Symbolic Languages Oct 6, 2022 Language Modelling Semantic Parsing
Code Code Available A Pilot Study for Chinese SQL Semantic Parsing Sep 29, 2019 Cross-Lingual Word Embeddings Question Answering
Code Code Available Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Oct 23, 2019 Answer Generation Common Sense Reasoning
Code Code Available 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 Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding Jan 9, 2024 Fact Verification In-Context Learning
Code Code Available Diverse Demonstrations Improve In-context Compositional Generalization Dec 13, 2022 In-Context Learning Semantic Parsing
Code Code Available DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models Oct 4, 2021 Argument Mining Logical Reasoning Reading Comprehension
Code Code Available DPF: Learning Dense Prediction Fields with Weak Supervision Mar 29, 2023 Intrinsic Image Decomposition Prediction
Code Code Available Conversational Semantic Parsing for Dialog State Tracking Oct 24, 2020 Decoder dialog state tracking
Code Code Available Context Dependent Semantic Parsing: A Survey Nov 2, 2020 Semantic Parsing Survey
Code Code Available CST5: Data Augmentation for Code-Switched Semantic Parsing Nov 14, 2022 Data Augmentation Semantic Parsing
Code Code Available Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing Jan 5, 2021 Dialogue State Tracking Inductive Bias
Code Code Available CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet Aug 1, 2021 Entity Linking Entity Typing
Code Code Available Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available Constrained Language Models Yield Few-Shot Semantic Parsers Apr 18, 2021 Semantic Parsing
Code Code Available Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues Nov 4, 2021 Dialogue State Tracking Machine Translation
Code Code Available Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Apr 4, 2021 Conversational Question Answering Graph Attention
Code Code Available DART: Open-Domain Structured Data Record to Text Generation Jul 6, 2020 Domain Generalization Semantic Parsing
Code Code Available Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data Aug 1, 2021 Code Generation Inductive Bias
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 Differentiable Tree Operations Promote Compositional Generalization Jun 1, 2023 Semantic Parsing Text Generation
Code Code Available COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Oct 12, 2020 Position 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 A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization Feb 4, 2019 Decoder Semantic Parsing
Code Code Available Calibrated Interpretation: Confidence Estimation in Semantic Parsing Nov 14, 2022 Semantic Parsing
Code Code Available Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata May 23, 2023 Knowledge Base Question Answering Knowledge Graphs
Code Code Available Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases Mar 6, 2019 Information Retrieval Knowledge Base Question Answering
Code Code Available BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Jun 21, 2022 Decoder Language Modeling
Code Code Available AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Oct 9, 2020 Attribute Natural Questions
Code Code Available Benchmarking Meaning Representations in Neural Semantic Parsing Nov 1, 2020 Benchmarking Semantic Parsing
Code Code Available CABINET: Content Relevance based Noise Reduction for Table Question Answering Feb 2, 2024 In-Context Learning Question Answering
Code Code Available 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 Break It Down: A Question Understanding Benchmark Jan 31, 2020 Open-Domain Question Answering Question Answering
Code Code Available Towards General Natural Language Understanding with Probabilistic Worldbuilding May 6, 2021 Natural Language Understanding Question Answering
Code Code Available Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding Apr 16, 2020 Human Part Segmentation Panoptic Segmentation
Code Code Available Code-Style In-Context Learning for Knowledge-Based Question Answering Sep 9, 2023 Code Generation In-Context Learning
Code Code Available A Graph-Based Neural Model for End-to-End Frame Semantic Parsing Sep 25, 2021 graph construction Semantic Parsing
Code Code Available AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry Jun 24, 2021 Question Answering Semantic Parsing
Code Code Available Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction Jun 1, 2021 Abstract Meaning Representation Decoder
Code Code Available Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
Code Code Available A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese Oct 5, 2020 Language Modeling Language Modelling
Code Code Available 