conftrace_

knowledge reasoning

50 papers

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Co-occurring keywords

large language model (13587) knowledge graph (1837) multimodal learning (4645) visual question answering (1017) benchmark evaluation (1556) question answering (2963) knowledge retrieval (330) vision-language model (2348) knowledge base (804) multi-hop reasoning (423)

Papers

MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models AAAI 2026
TARE: Lightweight Token-Aware Representation Editing for Fine-tuning Transformer-like Models ACL 2026
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025
TaiwanVQA: A Benchmark for Visual Question Answering for Taiwanese Daily Life COLING 2025
Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025
Passing the Driving Knowledge Test ICCV 2025
Exploring and Evaluating Multimodal Knowledge Reasoning Consistency of Multimodal Large Language Models EMNLP 2025
Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration EMNLP 2025
ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge EMNLP 2025
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation EMNLP 2025
Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning ACL 2025
StructFact: Reasoning Factual Knowledge from Structured Data with Large Language Models ACL 2025
MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024
Knowledge-Enhanced Historical Document Segmentation and Recognition AAAI 2024
Hierarchical Deconstruction of LLM Reasoning: A Graph-Based Framework for Analyzing Knowledge Utilization EMNLP 2024
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database COLING 2024
SportQA: A Benchmark for Sports Understanding in Large Language Models NAACL 2024
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024
Safe Abductive Learning in the Presence of Inaccurate Rules AAAI 2024
Towards Artwork Explanation in Large-scale Vision Language Models ACL 2024
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ACL 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NIPS 2024
Knowledge-Aware Reasoning over Multimodal Semi-structured Tables EMNLP 2024
Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024