Knowledge Base Question Answering via Encoding of Complex Query Graphs Oct 1, 2018 Knowledge Base Question Answering Question Answering
Code Code Available 5 Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks Nov 9, 2021 Semantic Parsing Transfer Learning
Code Code Available 5 Compositional Semantic Parsing Across Graphbanks Jun 27, 2019 Multi-Task Learning 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 Improving Generalization in Semantic Parsing by Increasing Natural Language Variation Feb 13, 2024 Data Augmentation 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 Compositionality as Lexical Symmetry Jan 30, 2022 Data Augmentation Inductive Bias
Code Code Available 5 Compositional Task-Oriented Parsing as Abstractive Question Answering May 4, 2022 abstractive question answering Question Answering
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 Joint Universal Syntactic and Semantic Parsing Apr 12, 2021 Semantic Parsing
Code Code Available 5 Compositional Generalization with Grounded Language Models Jun 7, 2024 Knowledge Graphs Semantic Parsing
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 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 Algebraic Recombination for Compositional Generalization Jul 14, 2021 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 Content Differences in Syntactic and Semantic Representations Mar 15, 2019 Semantic Parsing UCCA Parsing
Code Code Available 5 Imitation Learning of Agenda-based Semantic Parsers Jan 1, 2015 Imitation Learning Question Answering
Code Code Available 5 Content Enhanced BERT-based Text-to-SQL Generation Oct 16, 2019 Code Generation 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 Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss Jul 6, 2019 Machine Translation 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 Compositional Generalisation with Structured Reordering and Fertility Layers Oct 6, 2022 Semantic Parsing
Code Code Available 5 Cross-lingual AMR Aligner: Paying Attention to Cross-Attention Jun 15, 2022 Abstract Meaning Representation 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 Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback May 3, 2018 counterfactual Semantic Parsing
Code Code Available 5 Learning to Generalize from Sparse and Underspecified Rewards Feb 19, 2019 Bayesian Optimization Semantic Parsing
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 Complex Question Decomposition for Semantic Parsing Jul 1, 2019 Semantic Parsing
Code Code Available 5 Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs Jun 29, 2016 Semantic Parsing
Code Code Available 5 Good-Enough Compositional Data Augmentation Apr 21, 2019 Data Augmentation Diagnostic
Code Code Available 5 Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jan 18, 2023 Domain Generalization Inductive Bias
Code Code Available 5 A Grammar-Based Structural CNN Decoder for Code Generation Nov 14, 2018 Code Generation Decoder
Code Code Available 5 Conversational Semantic Parsing using Dynamic Context Graphs May 4, 2023 Graph Neural Network Knowledge Graphs
Code Code Available 5 A Transition-Based Directed Acyclic Graph Parser for UCCA Apr 3, 2017 Semantic Parsing UCCA Parsing
Code Code Available 5 Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Oct 7, 2020 Domain Adaptation Meta-Learning
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 Global Reasoning over Database Structures for Text-to-SQL Parsing Aug 29, 2019 Graph Neural Network Semantic Parsing
Code Code Available 5 Coarse-to-Fine Decoding for Neural Semantic Parsing May 12, 2018 Semantic Parsing
Code Code Available 5 Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding May 31, 2023 Semantic Parsing Text to SQL
Code Code Available 5 Counterfactual Explanations for Natural Language Interfaces Apr 27, 2022 counterfactual Semantic Parsing
Code Code Available 5 Counterfactual Learning from Human Proofreading Feedback for Semantic Parsing Nov 29, 2018 counterfactual Question Answering
Code Code Available 5 Memory-Based Semantic Parsing Sep 7, 2021 Decoder Semantic Parsing
Code Code Available 5 Meta-Learning a Cross-lingual Manifold for Semantic Parsing Sep 26, 2022 Cross-Lingual Transfer Machine Translation
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 Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing Jul 1, 2017 Dependency 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 Function Assistant: A Tool for NL Querying of APIs Jun 1, 2017 Natural Language Queries Semantic Parsing
Code Code Available 5 