Counterfactual Explanations for Natural Language Interfaces Apr 27, 2022 counterfactual Semantic Parsing
Code Code Available Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding May 31, 2023 Semantic Parsing Text to SQL
Code Code Available Cornell SPF: Cornell Semantic Parsing Framework Nov 13, 2013 Semantic Parsing
Code Code Available CORD: A Consolidated Receipt Dataset for Post-OCR Parsing Sep 14, 2019 Optical Character Recognition (OCR) Semantic Parsing
Code Code Available LP-LM: No Hallucinations in Question Answering with Logic Programming Feb 13, 2025 Question Answering Semantic Parsing
Code Code Available Conversational Semantic Parsing using Dynamic Context Graphs May 4, 2023 Graph Neural Network Knowledge Graphs
Code Code Available Macro Grammars and Holistic Triggering for Efficient Semantic Parsing Jul 25, 2017 Semantic Parsing Sentence
Code Code Available 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 ReCoMIF: Reading comprehension based multi-source information fusion network for Chinese spoken language understanding Aug 1, 2023 Intent Detection Multiple-choice
Code Code Available Semantic Tagging with Deep Residual Networks Sep 22, 2016 Part-Of-Speech Tagging POS
Code Code Available Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings Jun 20, 2016 Semantic Parsing
Code Code Available Reducing Model Churn: Stable Re-training of Conversational Agents Sep 1, 2022 Semantic Parsing Structured Prediction
Code Code Available Training Naturalized Semantic Parsers with Very Little Data Apr 29, 2022 Semantic Parsing
Code Code Available A Grammar-Based Structural CNN Decoder for Code Generation Nov 14, 2018 Code Generation Decoder
Code Code Available XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Oct 25, 2022 In-Context Learning Retrieval
Code Code Available Training Heterogeneous Features in Sequence to Sequence Tasks: Latent Enhanced Multi-filter Seq2Seq Model May 18, 2021 Clustering Decoder
Code Code Available Measuring Alignment Bias in Neural Seq2Seq Semantic Parsers May 17, 2022 Semantic Parsing
Code Code Available Underwater Robotics Semantic Parser Assistant Jan 28, 2023 Form Semantic Parsing
Code Code Available A Double-Graph Based Framework for Frame Semantic Parsing Jun 18, 2022 graph construction Semantic Parsing
Code Code Available Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Dec 20, 2019 BIG-bench Machine Learning Question Answering
Code Code Available Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing Jul 6, 2018 Combinatorial Optimization Program Synthesis
Code Code Available Memory-Based Semantic Parsing Sep 7, 2021 Decoder Semantic Parsing
Code Code Available Merging Weak and Active Supervision for Semantic Parsing Nov 29, 2019 Active Learning Semantic Parsing
Code Code Available Unified Semantic Parsing with Weak Supervision Jun 12, 2019 Semantic Parsing
Code Code Available Meta-Learning a Cross-lingual Manifold for Semantic Parsing Sep 26, 2022 Cross-Lingual Transfer Machine Translation
Code Code Available A Probabilistic Generative Grammar for Semantic Parsing Jun 20, 2016 Natural Language Understanding Semantic Parsing
Code Code Available DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Mar 1, 2019 Question Answering Reading Comprehension
Code Code Available Content Differences in Syntactic and Semantic Representations Mar 15, 2019 Semantic Parsing UCCA Parsing
Code Code Available Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference Apr 7, 2022 Dependency Parsing Semantic Dependency Parsing
Code Code Available Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering Aug 13, 2018 Knowledge Base Question Answering Question Answering
Code Code Available Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing Sep 4, 2018 Graph Generation Representation Learning
Code Code Available A Unified View of Evaluation Metrics for Structured Prediction Oct 20, 2023 Prediction Relation Extraction
Code Code Available Controllable Semantic Parsing via Retrieval Augmentation Oct 16, 2021 Retrieval Semantic Parsing
Code Code Available ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering Aug 1, 2021 Knowledge Base Question Answering Question Answering
Code Code Available Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing Aug 26, 2019 Semantic Parsing
Code Code Available SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models May 15, 2022 Out-of-Distribution Generalization Semantic Parsing
Code Code Available SGL: Speaking the Graph Languages of Semantic Parsing via Multilingual Translation Jun 1, 2021 AMR Parsing Machine Translation
Code Code Available ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser Apr 10, 2021 Decoder Semantic Parsing
Code Code Available Shift-Reduce Task-Oriented Semantic Parsing with Stack-Transformers Oct 21, 2022 Constituency Parsing Semantic Parsing
Code Code Available The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Apr 26, 2019 Image-text Retrieval Object
Code Code Available Sigma: A dataset for text-to-code semantic parsing with statistical analysis Apr 5, 2025 Question Answering Semantic Parsing
Code Code Available XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations Jun 7, 2023 Cross-Lingual Transfer Decoder
Code Code Available 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 Transformer with Tree-order Encoding for Neural Program Generation May 30, 2022 Code Generation Decoder
Code Code Available Simpler Context-Dependent Logical Forms via Model Projections Jun 16, 2016 model Semantic Parsing
Code Code Available Multilingual Neural Semantic Parsing for Low-Resourced Languages Jun 7, 2021 Machine Translation Semantic Parsing
Code Code Available Multilingual Semantic Parsing And Code-Switching Aug 1, 2017 Domain Adaptation Semantic Parsing
Code Code Available Transforming Dependency Structures to Logical Forms for Semantic Parsing Jan 1, 2016 Question Answering Semantic Parsing
Code Code Available Sister Help: Data Augmentation for Frame-Semantic Role Labeling Sep 16, 2021 Data Augmentation Semantic Parsing
Code Code Available Multimodal Contextualized Semantic Parsing from Speech Jun 10, 2024 Data Integration graph construction
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