Learning from Explanations with Neural Execution Tree Nov 4, 2019 Data Augmentation Multi-hop Question Answering
Code Code Available 5 Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model May 18, 2021 Clustering Decoder
Code Code Available 5 Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing Oct 1, 2024 Cross-Lingual Transfer Data Augmentation
Code Code Available 5 Cross-lingual CCG Induction Jun 1, 2019 POS Semantic Parsing
Code Code Available 5 Learning to Generate Programs for Table Fact Verification via Structure-Aware Semantic Parsing May 1, 2022 Fact Verification 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 Learning Language Games through Interaction Jun 8, 2016 Semantic Parsing
Code Code Available 5 Learning Joint Semantic Parsers from Disjoint Data Apr 17, 2018 Dependency Parsing Semantic Dependency Parsing
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 Learning Dependency-Based Compositional Semantics Jan 1, 2013 Semantic Parsing
Code Code Available 5 A Parser for LTAG and Frame Semantics May 1, 2018 Semantic Parsing
Code Code Available 5 Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs Sep 9, 2019 Inductive Bias Semantic Parsing
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 Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding May 8, 2023 Form Graph Neural Network
Code Code Available 5 Butterfly Effects in Frame Semantic Parsing: impact of data processing on model ranking Aug 1, 2018 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 Knowledge Base Question Answering via Encoding of Complex Query Graphs Oct 1, 2018 Knowledge Base Question Answering Question Answering
Code Code Available 5 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 Learning Algebraic Recombination for Compositional Generalization Jul 14, 2021 Semantic Parsing
Code Code Available 5 MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations Oct 18, 2023 In-Context 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 Incorporating Graph Information in Transformer-based AMR Parsing Jun 23, 2023 Abstract Meaning Representation AMR 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 Bootstrapping a Crosslingual Semantic Parser Apr 6, 2020 Machine Translation 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 Handling Ontology Gaps in Semantic Parsing Jun 27, 2024 Hallucination 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 Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs Jun 29, 2016 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 Global Reasoning over Database Structures for Text-to-SQL Parsing Aug 29, 2019 Graph Neural Network Semantic Parsing
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 Good-Enough Compositional Data Augmentation Apr 21, 2019 Data Augmentation Diagnostic
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 From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Apr 25, 2017 reinforcement-learning Reinforcement Learning
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 Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning Nov 1, 2018 Argument Mining Common Sense Reasoning
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 Function Assistant: A Tool for NL Querying of APIs Jun 1, 2017 Natural Language Queries Semantic Parsing
Code Code Available 5 Imitation Learning of Agenda-based Semantic Parsers Jan 1, 2015 Imitation Learning Question Answering
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 Generative Face Completion Apr 19, 2017 Facial Inpainting Semantic Parsing
Code Code Available 5 Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms May 26, 2023 Federated Learning 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 Extracting Biomolecular Interactions Using Semantic Parsing of Biomedical Text Dec 4, 2015 Semantic Parsing Sentence
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 Fast Intent Classification for Spoken Language Understanding Dec 3, 2019 Classification Decision Making
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 Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing Apr 21, 2018 Form Semantic Parsing
Code Code Available 5 Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model Aug 23, 2018 Graph-to-Sequence Semantic Parsing
Code Code Available 5 