Joint Universal Syntactic and Semantic Parsing Apr 12, 2021 Semantic Parsing
Code Code Available 5 KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base May 1, 2022 Conversational Question Answering Entity Disambiguation
Code Code Available 5 Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning Aug 21, 2018 Hierarchical Reinforcement Learning reinforcement-learning
Code Code Available 5 Knowledge Base Question Answering via Encoding of Complex Query Graphs Oct 1, 2018 Knowledge Base Question Answering Question Answering
Code Code Available 5 Compositionality as Lexical Symmetry Jan 30, 2022 Data Augmentation Inductive Bias
Code Code Available 5 Compositional Generalization without Trees using Multiset Tagging and Latent Permutations May 26, 2023 Inductive Bias Semantic Parsing
Code Code Available 5 Compositional Generalization with Grounded Language Models Jun 7, 2024 Knowledge Graphs Semantic Parsing
Code Code Available 5 Compositional Task-Oriented Parsing as Abstractive Question Answering May 4, 2022 abstractive question answering Question Answering
Code Code Available 5 A Split-and-Recombine Approach for Follow-up Query Analysis Sep 19, 2019 Natural Language Queries Semantic Parsing
Code Code Available 5 Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Apr 25, 2024 Cross-Lingual Transfer Graph Attention
Code Code Available 5 Interactive Instance-based Evaluation of Knowledge Base Question Answering Nov 1, 2018 Entity Linking Knowledge Base Question Answering
Code Code Available 5 Compositional generalization in semantic parsing with pretrained transformers Sep 30, 2021 Out-of-Distribution Generalization Semantic Parsing
Code Code Available 5 Learning Dependency-Based Compositional Semantics Jan 1, 2013 Semantic Parsing
Code Code Available 5 Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Jul 17, 2020 Language Modeling Language Modelling
Code Code Available 5 A Sketch-Based System for Semantic Parsing Sep 2, 2019 Reranking Semantic Parsing
Code Code Available 5 TAGPRIME: A Unified Framework for Relational Structure Extraction May 25, 2022 Event Argument Extraction Language Modelling
Code Code Available 5 Construction of Large-scale English Verbal Multiword Expression Annotated Corpus May 1, 2018 Dependency Parsing Semantic Parsing
Code Code Available 5 Content Differences in Syntactic and Semantic Representations Mar 15, 2019 Semantic Parsing UCCA Parsing
Code Code Available 5 Content Differences in Syntactic and Semantic Representation Jun 1, 2019 Semantic Parsing UCCA Parsing
Code Code Available 5 Content Enhanced BERT-based Text-to-SQL Generation Oct 16, 2019 Code Generation Semantic Parsing
Code Code Available 5 Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Oct 24, 2020 Semantic Parsing
Code Code Available 5 Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback May 3, 2018 counterfactual Semantic Parsing
Code Code Available 5 Compositional Generalisation with Structured Reordering and Fertility Layers Oct 6, 2022 Semantic Parsing
Code Code Available 5 Incorporating Graph Information in Transformer-based AMR Parsing Jun 23, 2023 Abstract Meaning Representation AMR Parsing
Code Code Available 5 Complex Question Decomposition for Semantic Parsing Jul 1, 2019 Semantic Parsing
Code Code Available 5 Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Mar 13, 2021 Conversational Question Answering Knowledge Graphs
Code Code Available 5 Holistic Exploration on Universal Decompositional Semantic Parsing: Architecture, Data Augmentation, and LLM Paradigm Jul 25, 2023 Attribute Data Augmentation
Code Code Available 5 Handling Ontology Gaps in Semantic Parsing Jun 27, 2024 Hallucination Question Answering
Code Code Available 5 LIMIT-BERT : Linguistics Informed Multi-Task BERT Nov 1, 2020 Language Modeling Language Modelling
Code Code Available 5 LP-LM: No Hallucinations in Question Answering with Logic Programming Feb 13, 2025 Question Answering Semantic Parsing
Code Code Available 5 Controllable Semantic Parsing via Retrieval Augmentation Oct 16, 2021 Retrieval Semantic Parsing
Code Code Available 5 Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs Jun 29, 2016 Semantic Parsing
Code Code Available 5 A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing Sep 30, 2020 Graph Neural Network Semantic Parsing
Code Code Available 5 A Grammar-Based Structural CNN Decoder for Code Generation Nov 14, 2018 Code Generation Decoder
Code Code Available 5 Coarse-to-Fine Decoding for Neural Semantic Parsing May 12, 2018 Semantic Parsing
Code Code Available 5 A Transition-Based Directed Acyclic Graph Parser for UCCA Apr 3, 2017 Semantic Parsing UCCA Parsing
Code Code Available 5 Merging Weak and Active Supervision for Semantic Parsing Nov 29, 2019 Active Learning Semantic Parsing
Code Code Available 5 CORD: A Consolidated Receipt Dataset for Post-OCR Parsing Sep 14, 2019 Optical Character Recognition (OCR) Semantic Parsing
Code Code Available 5 A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases Jan 15, 2022 Knowledge Base Question Answering Question Answering
Code Code Available 5 AMUSE: Multilingual Semantic Parsing for Question Answering over Linked Data Feb 26, 2018 Form Knowledge Base Question Answering
Code Code Available 5 Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing Jun 11, 2017 Dependency Parsing Semantic Parsing
Code Code Available 5 Counterfactual Explanations for Natural Language Interfaces Apr 27, 2022 counterfactual Semantic Parsing
Code Code Available 5 A Probabilistic Generative Grammar for Semantic Parsing Jun 20, 2016 Natural Language Understanding Semantic Parsing
Code Code Available 5 Multilingual Semantic Parsing And Code-Switching Aug 1, 2017 Domain Adaptation Semantic Parsing
Code Code Available 5 Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation Nov 15, 2023 Constituency Parsing Knowledge Distillation
Code Code Available 5 Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base Oct 11, 2019 Conversational Question Answering Multi-Task Learning
Code Code Available 5 Neural Semantic Parsing by Character-based Translation: Experiments with Abstract Meaning Representations May 28, 2017 AMR Parsing Semantic Parsing
Code Code Available 5 Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge Base Jul 8, 2022 Question Answering Relation Extraction
Code Code Available 5 Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU May 1, 2018 Abstractive Text Summarization Coreference Resolution
Code Code Available 5 Global Reasoning over Database Structures for Text-to-SQL Parsing Aug 29, 2019 Graph Neural Network Semantic Parsing
Code Code Available 5 