Knowledge Base Question Answering via Encoding of Complex Query Graphs Oct 1, 2018 Knowledge Base Question Answering Question Answering
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 Joint Universal Syntactic and Semantic Parsing Apr 12, 2021 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 Incorporating Graph Information in Transformer-based AMR Parsing Jun 23, 2023 Abstract Meaning Representation AMR Parsing
Code Code Available 5 Digestion Algorithm in Hierarchical Symbolic Forests: A Fast Text Normalization Algorithm and Semantic Parsing Framework for Specific Scenarios and Lightweight Deployment Dec 18, 2024 Lightweight Deployment 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 Disambiguate First Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing Feb 25, 2025 Semantic Parsing Text to SQL
Code Code Available 5 Imitation Learning of Agenda-based Semantic Parsers Jan 1, 2015 Imitation Learning Question Answering
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 Discourse Representation Structure Parsing for Chinese Jun 16, 2023 Machine Translation Semantic Parsing
Code Code Available 5 Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs Jun 29, 2016 Semantic Parsing
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 Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding May 8, 2023 Form Graph Neural Network
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 Good-Enough Compositional Data Augmentation Apr 21, 2019 Data Augmentation Diagnostic
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 Generative Face Completion Apr 19, 2017 Facial Inpainting Semantic Parsing
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 Doing Natural Language Processing in A Natural Way: An NLP toolkit based on object-oriented knowledge base and multi-level grammar base May 11, 2021 Semantic Parsing
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 LP-LM: No Hallucinations in Question Answering with Logic Programming Feb 13, 2025 Question Answering Semantic Parsing
Code Code Available 5 Macro Grammars and Holistic Triggering for Efficient Semantic Parsing Jul 25, 2017 Semantic Parsing Sentence
Code Code Available 5 Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing Apr 21, 2018 Form Semantic Parsing
Code Code Available 5 A Double-Graph Based Framework for Frame Semantic Parsing Jun 18, 2022 graph construction Semantic Parsing
Code Code Available 5 Fully-Semantic Parsing and Generation: the BabelNet Meaning Representation May 1, 2022 Natural Language Understanding Semantic Parsing
Code Code Available 5 Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing Aug 26, 2019 Semantic Parsing
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 Benchmarking Long-tail Generalization with Likelihood Splits Oct 13, 2022 Benchmarking Language Modeling
Code Code Available 5 CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task Sep 21, 2022 intent-classification Intent Classification
Code Code Available 5 DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Mar 1, 2019 Question Answering Reading Comprehension
Code Code Available 5 Dealing with Co-reference in Neural Semantic Parsing Sep 1, 2017 AMR Parsing Semantic Parsing
Code Code Available 5 From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations Jan 1, 2018 Semantic Composition Semantic Parsing
Code Code Available 5 Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning Nov 1, 2018 Argument Mining Common Sense Reasoning
Code Code Available 5 Multilingual Neural Semantic Parsing for Low-Resourced Languages Jun 7, 2021 Machine Translation Semantic Parsing
Code Code Available 5 From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Apr 25, 2017 reinforcement-learning Reinforcement Learning
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 Multitask Parsing Across Semantic Representations May 1, 2018 Semantic Parsing UCCA Parsing
Code Code Available 5 Data Recombination for Neural Semantic Parsing Jun 11, 2016 Semantic Parsing
Code Code Available 5 Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization Sep 6, 2021 Semantic Parsing
Code Code Available 5 Backpropagating through Structured Argmax using a SPIGOT May 12, 2018 Dependency Parsing Reinforcement Learning
Code Code Available 5 Data Distribution Bottlenecks in Grounding Language Models to Knowledge Bases Sep 15, 2023 Data Augmentation Knowledge Base Question Answering
Code Code Available 5 Few-Shot Adaptation for Parsing Contextual Utterances with LLMs Sep 18, 2023 In-Context Learning Semantic Parsing
Code Code Available 5 Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing Nov 1, 2021 Cross-Lingual Transfer POS
Code Code Available 5 Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling Nov 1, 2021 graph construction Graph Generation
Code Code Available 5 Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text Dec 4, 2015 Semantic Parsing Sentence
Code Code Available 5 DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue Dec 15, 2022 Semantic Parsing XLM-R
Code Code Available 5 