APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning Paper • 2212.07249 • Published Dec 14, 2022
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Paper • 2304.11657 • Published Apr 23, 2023
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models Paper • 2403.11838 • Published Mar 18, 2024
Alleviating Hallucination in Large Vision-Language Models with Active Retrieval Augmentation Paper • 2408.00555 • Published Aug 1, 2024
From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models Paper • 2503.06260 • Published Mar 8
Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph Paper • 2307.07697 • Published Jul 15, 2023
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM Paper • 2408.12076 • Published Aug 22, 2024 • 12
Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning Paper • 2408.17150 • Published Aug 30, 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information Paper • 2409.14083 • Published Sep 21, 2024
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Paper • 2505.07233 • Published 6 days ago • 7
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Paper • 2505.07233 • Published 6 days ago • 7 • 3
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Paper • 2505.07233 • Published 6 days ago • 7
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Paper • 2505.07233 • Published 6 days ago • 7 • 3
Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency Paper • 2504.18589 • Published 24 days ago • 11