Language to Logical Form with Neural Attention Jan 6, 2016 Decoder Form
Code Code Available 5 Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Jan 31, 2023 Hallucination Semantic Parsing
Code Code Available 5 Learning from Executions for Semantic Parsing Apr 12, 2021 Semantic Parsing
Code Code Available 5 Learning Semantic Person Image Generation by Region-Adaptive Normalization Apr 14, 2021 Image Generation Pose Transfer
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 AMR Parsing as Sequence-to-Graph Transduction May 21, 2019 AMR Parsing Semantic Parsing
Code Code Available 5 Lexicon Learning for Few-Shot Neural Sequence Modeling Jun 7, 2021 Instruction Following Machine Translation
Code Code Available 5 Lexicon Learning for Few Shot Sequence Modeling Aug 1, 2021 Instruction Following Machine Translation
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 CST5: Data Augmentation for Code-Switched Semantic Parsing Nov 14, 2022 Data Augmentation Semantic Parsing
Code Code Available 5 NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System Feb 25, 2018 Semantic Parsing
Code Code Available 5 DART: Open-Domain Structured Data Record to Text Generation Jul 6, 2020 Domain Generalization 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 DPF: Learning Dense Prediction Fields with Weak Supervision Mar 29, 2023 Intrinsic Image Decomposition Prediction
Code Code Available 5 Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
Code Code Available 5 Benchmarking Meaning Representations in Neural Semantic Parsing Nov 1, 2020 Benchmarking Semantic Parsing
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 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Jun 21, 2022 Decoder 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 Differentiable Tree Operations Promote Compositional Generalization Jun 1, 2023 Semantic Parsing Text Generation
Code Code Available 5 Break It Down: A Question Understanding Benchmark Jan 31, 2020 Open-Domain Question Answering 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 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 An Investigation of LLMs' Inefficacy in Understanding Converse Relations Oct 8, 2023 Knowledge Graph Completion Question Answering
Code Code Available 5 Context Dependent Semantic Parsing: A Survey Nov 2, 2020 Semantic Parsing Survey
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 Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding Apr 16, 2020 Human Part Segmentation Panoptic Segmentation
Code Code Available 5 A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization Feb 4, 2019 Decoder 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 Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available 5 Complex Knowledge Base Question Answering: A Survey Aug 15, 2021 Information Retrieval Knowledge Base Question Answering
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 3D-to-2D Distillation for Indoor Scene Parsing Apr 6, 2021 Scene Parsing Semantic Parsing
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 Few-Shot Semantic Parsing for New Predicates Jan 26, 2021 Few-Shot Learning Meta-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 Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
Code Code Available 5 GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation May 24, 2022 Few-Shot Learning Semantic Parsing
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 Grounded Adaptation for Zero-shot Executable Semantic Parsing Sep 16, 2020 Data Augmentation Dialogue State Tracking
Code Code Available 5 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 5 A Graph-Based Neural Model for End-to-End Frame Semantic Parsing Sep 25, 2021 graph construction Semantic Parsing
Code Code Available 5 Constrained Language Models Yield Few-Shot Semantic Parsers Apr 18, 2021 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 Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues Nov 4, 2021 Dialogue State Tracking Machine Translation
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 Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings Feb 9, 2024 Machine Translation Quantization
Code Code Available 5 Conversational Semantic Parsing for Dialog State Tracking Oct 24, 2020 Decoder dialog state tracking
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 