Recognize Anything: A Strong Image Tagging Model Jun 6, 2023 model Semantic Parsing
Code Code Available 5 N-LTP: An Open-source Neural Language Technology Platform for Chinese Sep 24, 2020 Chinese Word Segmentation Dependency Parsing
Code Code Available 5 Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer Apr 21, 2024 Face Parsing Semantic Parsing
Code Code Available 5 Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog Apr 11, 2021 Semantic Parsing
Code Code Available 5 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Oct 23, 2019 Answer Generation Common Sense Reasoning
Code Code Available 5 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 5 RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL Feb 12, 2023 Decoder Language Modeling
Code Code Available 5 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 5 A Pilot Study for Chinese SQL Semantic Parsing Sep 29, 2019 Cross-Lingual Word Embeddings Question Answering
Code Code Available 5 Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding Jan 9, 2024 Fact Verification In-Context Learning
Code Code Available 5 OpenICL: An Open-Source Framework for In-context Learning Mar 6, 2023 In-Context Learning Language Modeling
Code Code Available 5 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 5 Binding Language Models in Symbolic Languages Oct 6, 2022 Language Modelling Semantic Parsing
Code Code Available 5 ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues Mar 23, 2022 Semantic Parsing
Code Code Available 5 Diverse Demonstrations Improve In-context Compositional Generalization Dec 13, 2022 In-Context Learning Semantic Parsing
Code Code Available 5 Differentiable Tree Operations Promote Compositional Generalization Jun 1, 2023 Semantic Parsing Text Generation
Code Code Available 5 DPF: Learning Dense Prediction Fields with Weak Supervision Mar 29, 2023 Intrinsic Image Decomposition Prediction
Code Code Available 5 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 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 Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing Mar 8, 2021 Human Parsing Multi-Person Pose Estimation
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 Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks Apr 4, 2021 Conversational Question Answering Graph Attention
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 Break It Down: A Question Understanding Benchmark Jan 31, 2020 Open-Domain Question Answering Question Answering
Code Code Available 5 Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues Nov 4, 2021 Dialogue State Tracking Machine Translation
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 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 Calibrated Interpretation: Confidence Estimation in Semantic Parsing Nov 14, 2022 Semantic Parsing
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 Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering 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 Constrained Language Models Yield Few-Shot Semantic Parsers Apr 18, 2021 Semantic Parsing
Code Code Available 5 CST5: Data Augmentation for Code-Switched Semantic Parsing Nov 14, 2022 Data Augmentation Semantic Parsing
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 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 ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering Apr 17, 2022 Knowledge Base Question Answering Program induction
Code Code Available 5 A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization Feb 4, 2019 Decoder Semantic Parsing
Code Code Available 5 Benchmarking Meaning Representations in Neural Semantic Parsing Nov 1, 2020 Benchmarking 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 Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available 5 Towards General Natural Language Understanding with Probabilistic Worldbuilding May 6, 2021 Natural Language Understanding Question Answering
Code Code Available 5 Context Dependent Semantic Parsing: A Survey Nov 2, 2020 Semantic Parsing Survey
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 A Graph-Based Neural Model for End-to-End Frame Semantic Parsing Sep 25, 2021 graph construction Semantic Parsing
Code Code Available 5 AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry Jun 24, 2021 Question Answering Semantic Parsing
Code Code Available 5 Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction Jun 1, 2021 Abstract Meaning Representation Decoder
Code Code Available 5 A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese Oct 5, 2020 Language Modeling Language Modelling
Code Code Available 5 A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Apr 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 