inductive reasoning

64 papers

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Co-occurring keywords

large language model (12755) knowledge graph (1795) deductive reasoning (56) few-shot learning (3390) graph neural network (3945) knowledge graph completion (236) link prediction (620) graph embedding (348) language model (4573) in-context learning (1369)

Papers

Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024

Few-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning ACL 2024

CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models ACL 2024

LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024

PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024

PTD-SQL: Partitioning and Targeted Drilling with LLMs in Text-to-SQL EMNLP 2024

A Foundation Model for Zero-shot Logical Query Reasoning NIPS 2024

A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models EACL 2024

Find-the-Common: A Benchmark for Explaining Visual Patterns from Images COLING 2024

Mars: Situated Inductive Reasoning in an Open-World Environment NIPS 2024

Prompt-fused Framework for Inductive Logical Query Answering COLING 2024

Language Models as Inductive Reasoners EACL 2024

Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data NIPS 2024

StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving NIPS 2024

Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023

IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions EMNLP 2023

Contrastive Learning for Inference in Dialogue EMNLP 2023

Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information EMNLP 2023

MTR: A Dataset Fusing Inductive, Deductive, and Defeasible Reasoning ACL 2023

Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information EMNLP 2023

Learning from Both Structural and Textual Knowledge for Inductive Knowledge Graph Completion NIPS 2023

Learning Query Adaptive Anchor Representation for Inductive Relation Prediction ACL 2023

Few-shot Relational Reasoning via Connection Subgraph Pretraining NIPS 2022

TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022

Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022