Where, What, Why: Towards Explainable Driver Attention Prediction Jun 29, 2025 Autonomous Driving Autonomous Vehicles
Code Code Available Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering May 20, 2025 Knowledge Base Question Answering Question Answering
— Unverified Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models May 16, 2025 Semantic Parsing
— Unverified Sigma: A dataset for text-to-code semantic parsing with statistical analysis Apr 5, 2025 Question Answering Semantic Parsing
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 ZOGRASCOPE: A New Benchmark for Property Graphs Mar 7, 2025 Knowledge Graphs Semantic Parsing
— Unverified Geo-Semantic-Parsing: AI-powered geoparsing by traversing semantic knowledge graphs Mar 3, 2025 Knowledge Graphs Semantic Parsing
— Unverified Disambiguate First Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing Feb 25, 2025 Semantic Parsing Text to SQL
Code Code Available ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting Feb 20, 2025 Image Captioning multimodal interaction
— Unverified MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering Feb 19, 2025 Decision Making Knowledge Base Question Answering
— Unverified Linguistic Generalizations are not Rules: Impacts on Evaluation of LMs Feb 18, 2025 Formal Logic Semantic Parsing
— Unverified LP-LM: No Hallucinations in Question Answering with Logic Programming Feb 13, 2025 Question Answering Semantic Parsing
Code Code Available A Semantic Parsing Algorithm to Solve Linear Ordering Problems Feb 12, 2025 Multiple-choice Semantic Parsing
— Unverified Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering Feb 6, 2025 Graph Question Answering Knowledge Graphs
Code Code Available DBRouting: Routing End User Queries to Databases for Answerability Jan 27, 2025 Logical Reasoning Semantic Parsing
— Unverified 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 LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning about Actions Jan 1, 2025 Natural Language Understanding Semantic Parsing
— Unverified TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data Dec 27, 2024 In-Context Learning Knowledge Base Question Answering
— Unverified ARTEMIS-DA: An Advanced Reasoning and Transformation Engine for Multi-Step Insight Synthesis in Data Analytics Dec 18, 2024 Code Generation Information Retrieval
— Unverified 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 DART: An AIGT Detector using AMR of Rephrased Text Dec 16, 2024 Semantic Parsing
— Unverified Retrieval-Augmented Semantic Parsing: Using Large Language Models to Improve Generalization Dec 13, 2024 Decoder Retrieval
— Unverified Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay Dec 10, 2024 Continual Learning Language Modeling
— Unverified Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs Nov 27, 2024 Logical Reasoning Semantic Parsing
— Unverified Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering Oct 10, 2024 Question Answering Semantic Parsing
Code Code Available SAKA: An Intelligent Platform for Semi-automated Knowledge Graph Construction and Application Oct 10, 2024 graph construction Knowledge Base Question Answering
— Unverified Enhancing SPARQL Generation by Triplet-order-sensitive Pre-training Oct 8, 2024 Graph Question Answering Language Modeling
Code Code Available Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA Oct 8, 2024 Knowledge Graphs RAG
Code Code Available Understanding the Effect of Algorithm Transparency of Model Explanations in Text-to-SQL Semantic Parsing Oct 5, 2024 Decision Making Semantic Parsing
— Unverified 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 Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Oct 1, 2024 Knowledge Base Question Answering Question Answering
Code Code Available SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA Sep 25, 2024 Answer Selection Question Answering
Code Code Available Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection Sep 24, 2024 Hallucination Semantic Parsing
— Unverified Rethinking Semantic Parsing for Large Language Models: Enhancing LLM Performance with Semantic Hints Sep 22, 2024 Semantic Parsing Sentence
— Unverified How Does Code Pretraining Affect Language Model Task Performance? Sep 6, 2024 Language Modeling Language Modelling
— Unverified Robust Text-to-Cypher Using Combination of BERT, GraphSAGE, and Transformer (CoBGT) Model Sep 4, 2024 Natural Language Queries Semantic Parsing
— Unverified Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations Jul 5, 2024 Chunking Few-Shot Learning
Code Code Available Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning Jul 3, 2024 In-Context Learning Retrieval
— Unverified Scope-enhanced Compositional Semantic Parsing for DRT Jul 2, 2024 Semantic Parsing Sentence
Code Code Available Handling Ontology Gaps in Semantic Parsing Jun 27, 2024 Hallucination Question Answering
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 Learning to Retrieve Iteratively for In-Context Learning Jun 20, 2024 Combinatorial Optimization In-Context Learning
— Unverified Temporal Knowledge Graph Question Answering: A Survey Jun 20, 2024 Graph Question Answering Knowledge Base Question Answering
— Unverified Evaluating Structural Generalization in Neural Machine Translation Jun 19, 2024 Machine Translation Semantic Parsing
Code Code Available Efficient Prompting for LLM-based Generative Internet of Things Jun 14, 2024 Prompt Engineering Question Answering
— Unverified Multimodal Contextualized Semantic Parsing from Speech Jun 10, 2024 Data Integration graph construction
Code Code Available Compositional Generalization with Grounded Language Models Jun 7, 2024 Knowledge Graphs Semantic Parsing
Code Code Available SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing Jun 1, 2024 Open-Domain Question Answering Question Answering
— Unverified CREPE: Coordinate-Aware End-to-End Document Parser May 1, 2024 document understanding Optical Character Recognition (OCR)
— Unverified Multi-hop Question Answering over Knowledge Graphs using Large Language Models Apr 30, 2024 Information Retrieval Knowledge Graphs
— Unverified 