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 Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback May 3, 2018 counterfactual Semantic Parsing
Code Code Available Compositional Generalization with Grounded Language Models Jun 7, 2024 Knowledge Graphs Semantic Parsing
Code Code Available Diversity in Fashion Recommendation using Semantic Parsing Oct 18, 2019 Diversity Retrieval
Code Code Available From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Apr 25, 2017 reinforcement-learning Reinforcement Learning
Code Code Available 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 Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning Nov 1, 2018 Argument Mining Common Sense Reasoning
Code Code Available Diverse In-Context Example Selection After Decomposing Programs and Aligned Utterances Improves Semantic Parsing Apr 4, 2025 Semantic Parsing
Code Code Available NL-EDIT: Correcting semantic parse errors through natural language interaction Mar 26, 2021 Semantic Parsing Text to SQL
Code Code Available Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization Sep 6, 2021 Semantic Parsing
Code Code Available Universal Semantic Parsing Feb 10, 2017 Question Answering Semantic Parsing
Code Code Available NLP Workbench: Efficient and Extensible Integration of State-of-the-art Text Mining Tools Mar 2, 2023 Entity Linking Relation Extraction
Code Code Available Disentangled Sequence to Sequence Learning for Compositional Generalization Oct 9, 2021 Disentanglement Machine Translation
Code Code Available Semantic Captioning: Benchmark Dataset and Graph-Aware Few-Shot In-Context Learning for SQL2Text Jan 6, 2025 Code Generation In-Context Learning
Code Code Available Discourse Representation Structure Parsing for Chinese Jun 16, 2023 Machine Translation Semantic Parsing
Code Code Available A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases Jan 15, 2022 Knowledge Base Question Answering Question Answering
Code Code Available Semantic Decomposition of Question and SQL for Text-to-SQL Parsing Oct 20, 2023 Retrieval Semantic Parsing
Code Code Available NormTab: Improving Symbolic Reasoning in LLMs Through Tabular Data Normalization Jun 25, 2024 Semantic Parsing Table-based Fact Verification
Code Code Available Tiny Neural Models for Seq2Seq Aug 7, 2021 Decoder Semantic Parsing
Code Code Available AMUSE: Multilingual Semantic Parsing for Question Answering over Linked Data Feb 26, 2018 Form Knowledge Base Question Answering
Code Code Available Novel positional encodings to enable tree-based transformers Dec 1, 2019 Program Synthesis Semantic Parsing
Code Code Available Incorporating Graph Information in Transformer-based AMR Parsing Jun 23, 2023 Abstract Meaning Representation AMR Parsing
Code Code Available Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Apr 25, 2024 Cross-Lingual Transfer Graph Attention
Code Code Available Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations Jul 5, 2024 Chunking Few-Shot Learning
Code Code Available Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers Sep 11, 2021 Continual Learning Semantic Parsing
Code Code Available Discourse Representation Structure Parsing Jul 1, 2018 Prediction Question Answering
Code Code Available Few-Shot Adaptation for Parsing Contextual Utterances with LLMs Sep 18, 2023 In-Context Learning Semantic Parsing
Code Code Available Disambiguate First Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing Feb 25, 2025 Semantic Parsing Text to SQL
Code Code Available Structural generalization is hard for sequence-to-sequence models Oct 24, 2022 Semantic Parsing
Code Code Available Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation Mar 16, 2022 Data Augmentation Diversity
Code Code Available 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 On Evaluating Multilingual Compositional Generalization with Translated Datasets Jun 20, 2023 Machine Translation Semantic Parsing
Code Code Available Unobserved Local Structures Make Compositional Generalization Hard Jan 15, 2022 Semantic Parsing
Code Code Available Interactive Instance-based Evaluation of Knowledge Base Question Answering Nov 1, 2018 Entity Linking Knowledge Base Question Answering
Code Code Available Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms May 26, 2023 Federated Learning Semantic Parsing
Code Code Available Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations Oct 1, 2022 Semantic Parsing
Code Code Available A Syntactic Neural Model for General-Purpose Code Generation Apr 6, 2017 Code Generation Semantic Parsing
Code Code Available Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning Aug 21, 2018 Hierarchical Reinforcement Learning reinforcement-learning
Code Code Available Fast Intent Classification for Spoken Language Understanding Dec 3, 2019 Classification Decision Making
Code Code Available Compositional generalization in semantic parsing with pretrained transformers Sep 30, 2021 Out-of-Distribution Generalization Semantic Parsing
Code Code Available Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Jul 17, 2020 Language Modeling Language Modelling
Code Code Available Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Oct 16, 2023 Dialogue State Tracking In-Context Learning
Code Code Available A Split-and-Recombine Approach for Follow-up Query Analysis Sep 19, 2019 Natural Language Queries Semantic Parsing
Code Code Available Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base Dec 1, 2018 Conversational Question Answering Decoder
Code Code Available Content Enhanced BERT-based Text-to-SQL Generation Oct 16, 2019 Code Generation Semantic Parsing
Code Code Available Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering Feb 6, 2025 Graph Question Answering Knowledge Graphs
Code Code Available Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing Apr 21, 2018 Form Semantic Parsing
Code Code Available SUBS: Subtree Substitution for Compositional Semantic Parsing May 3, 2022 Data Augmentation Semantic Parsing
Code Code Available Dealing with Co-reference in Neural Semantic Parsing Sep 1, 2017 AMR Parsing Semantic Parsing
Code Code Available Towards Autoformalization of Mathematics and Code Correctness: Experiments with Elementary Proofs Jan 5, 2023 Mathematical Proofs Semantic Parsing
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