Multimodal Contextualized Semantic Parsing from Speech Jun 10, 2024 Data Integration graph construction
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 Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer Apr 25, 2024 Cross-Lingual Transfer Graph Attention
Code Code Available 5 Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing Apr 21, 2018 Form Semantic Parsing
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 Benchmarking Long-tail Generalization with Likelihood Splits Oct 13, 2022 Benchmarking Language Modeling
Code Code Available 5 Dealing with Co-reference in Neural Semantic Parsing Sep 1, 2017 AMR Parsing Semantic Parsing
Code Code Available 5 Imitation Learning of Agenda-based Semantic Parsers Jan 1, 2015 Imitation Learning Question Answering
Code Code Available 5 Coarse-to-Fine Decoding for Neural Semantic Parsing May 12, 2018 Semantic Parsing
Code Code Available 5 Handling Ontology Gaps in Semantic Parsing Jun 27, 2024 Hallucination Question Answering
Code Code Available 5 Data Recombination for Neural Semantic Parsing Jun 11, 2016 Semantic Parsing
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 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 Improving a Neural Semantic Parser by Counterfactual Learning from Human Bandit Feedback May 3, 2018 counterfactual 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 DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue Dec 15, 2022 Semantic Parsing XLM-R
Code Code Available 5 CUNY-PKU Parser at SemEval-2019 Task 1: Cross-Lingual Semantic Parsing with UCCA Jun 1, 2019 Semantic Parsing
Code Code Available 5 Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Jul 14, 2017 Question Answering 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 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 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 Cross-linguistically Consistent Semantic and Syntactic Annotation of Child-directed Speech Sep 22, 2021 Language Acquisition Semantic Parsing
Code Code Available 5 Semantic Decomposition of Question and SQL for Text-to-SQL Parsing Oct 20, 2023 Retrieval 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 Exploiting Definitions for Frame Identification Apr 1, 2021 Semantic Parsing Sentence
Code Code Available 5 Complex Question Decomposition for Semantic Parsing Jul 1, 2019 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 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 From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Apr 25, 2017 reinforcement-learning Reinforcement Learning
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 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 A Unified View of Evaluation Metrics for Structured Prediction Oct 20, 2023 Prediction Relation Extraction
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 Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling Nov 1, 2021 graph construction Graph Generation
Code Code Available 5 TAGPRIME: A Unified Framework for Relational Structure Extraction May 25, 2022 Event Argument Extraction Language Modelling
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 Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning Nov 1, 2018 Argument Mining Common Sense Reasoning
Code Code Available 5 Sister Help: Data Augmentation for Frame-Semantic Role Labeling Sep 16, 2021 Data Augmentation Semantic Parsing
Code Code Available 5 SLING: A framework for frame semantic parsing Oct 19, 2017 Semantic Frame Parsing Semantic Parsing
Code Code Available 5 Fast Intent Classification for Spoken Language Understanding Dec 3, 2019 Classification Decision Making
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 Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs Jun 29, 2016 Semantic Parsing
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 Joint Universal Syntactic and Semantic Parsing Apr 12, 2021 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 