Compositional Exemplars for In-context Learning Feb 11, 2023 Code Generation Contrastive Learning
Code Code Available Open-Domain Frame Semantic Parsing Using Transformers Oct 21, 2020 Decoder Multi-Task Learning
Code Code Available PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Sep 10, 2021 Dialogue State Tracking Semantic Parsing
Code Code Available pNLP-Mixer: an Efficient all-MLP Architecture for Language Feb 9, 2022 All intent-classification
Code Code Available Program Transfer for Answering Complex Questions over Knowledge Bases Oct 12, 2021 Program induction Semantic Parsing
Code Code Available Progressive Semantic-Aware Style Transformation for Blind Face Restoration Sep 18, 2020 Blind Face Restoration Face Parsing
Code Code Available RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL May 14, 2022 Dialogue State Tracking Semantic Parsing
Code Code Available RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Nov 10, 2019 Relation 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 ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Oct 22, 2022 Fact Verification Question Answering
Code Code Available Compositional Semantic Parsing on Semi-Structured Tables Aug 3, 2015 Question Answering Semantic Parsing
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 AMR Parsing as Sequence-to-Graph Transduction May 21, 2019 AMR Parsing Semantic Parsing
Code Code Available Semantic Parsing for Conversational Question Answering over Knowledge Graphs Jan 28, 2023 Conversational Question Answering Knowledge Graphs
Code Code Available CABINET: Content Relevance based Noise Reduction for Table Question Answering Feb 2, 2024 In-Context Learning Question Answering
Code Code Available Calibrated Interpretation: Confidence Estimation in Semantic Parsing Nov 14, 2022 Semantic Parsing
Code Code Available Span-based Semantic Parsing for Compositional Generalization Sep 13, 2020 Semantic Parsing
Code Code Available SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases Mar 31, 2020 Semantic Parsing Sentence
Code Code Available Structured Reordering for Modeling Latent Alignments in Sequence Transduction Jun 6, 2021 Machine Translation Semantic Parsing
Code Code Available StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Jun 20, 2018 Code Generation Semantic Parsing
Code Code Available Systematic Generalization with Edge Transformers Dec 1, 2021 Dependency Parsing Natural Language Understanding
Code Code Available TaBERT: Pretraining for Joint Understanding of Textual and Tabular Data May 17, 2020 Form Semantic Parsing
Code Code Available 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 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 Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding Apr 16, 2020 Human Part Segmentation Panoptic Segmentation
Code Code Available The Natural Language Decathlon: Multitask Learning as Question Answering Jun 20, 2018 Decoder Domain Adaptation
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 Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing Dec 23, 2020 Decoder Deep Attention
Code Code Available 3D-to-2D Distillation for Indoor Scene Parsing Apr 6, 2021 Scene Parsing 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 CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet Aug 1, 2021 Entity Linking Entity Typing
Code Code Available COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Oct 12, 2020 Position Semantic Parsing
Code Code Available AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Oct 9, 2020 Attribute Natural Questions
Code Code Available Complex Knowledge Base Question Answering: A Survey Aug 15, 2021 Information Retrieval Knowledge Base Question Answering
Code Code Available Context Dependent Semantic Parsing: A Survey Nov 2, 2020 Semantic Parsing Survey
Code Code Available Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues Nov 4, 2021 Dialogue State Tracking Machine Translation
Code Code Available BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Jun 21, 2022 Decoder Language Modeling
Code Code Available Conversational Semantic Parsing for Dialog State Tracking Oct 24, 2020 Decoder dialog state tracking
Code Code Available Benchmarking Meaning Representations in Neural Semantic Parsing Nov 1, 2020 Benchmarking Semantic Parsing
Code Code Available Code-Style In-Context Learning for Knowledge-Based Question Answering Sep 9, 2023 Code Generation In-Context Learning
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 Constrained Language Models Yield Few-Shot Semantic Parsers Apr 18, 2021 Semantic Parsing
Code Code Available Evaluating Scoped Meaning Representations Feb 23, 2018 Natural Language Understanding Negation
Code Code Available Evaluating statistical language models as pragmatic reasoners May 1, 2023 Negation 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 Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases Mar 6, 2019 Information Retrieval Knowledge Base Question Answering
Code Code Available Improving Compositional Generalization in Semantic Parsing Oct 12, 2020 Decoder Semantic Parsing
Code Code Available Few-Shot Semantic Parsing for New Predicates Jan 26, 2021 Few-Shot Learning Meta-Learning
Code Code Available Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold Jun 29, 2017 Semantic Parsing
Code Code Available Neural Machine Translation for Query Construction and Composition Jun 27, 2018 Code Generation Knowledge Base Question Answering
Code Code Available 