Lidong Bing

Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective

M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework

Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions

The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio

Chain of Ideas: Revolutionizing Research in Idea Development with LLM Agents

LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization

Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss

From General to Expert: Custom Pruning LLMs Across Language, Domain, and Task

Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks

CLEX: Continuous Length Extrapolation for Large Language Models

Multilingual Jailbreak Challenges in Large Language Models

How do Large Language Models Handle Multilingualism?

Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources

Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts

Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective

Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging