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authored a paper 11 months ago

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning

Paper • 2507.22607 • Published Jul 30, 2025 • 47

authored 6 papers about 1 year ago

ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning

Paper • 2506.09513 • Published Jun 11, 2025 • 103

Exploiting Reasoning Chains for Multi-hop Science Question Answering

Paper • 2109.02905 • Published Sep 7, 2021 • 1

From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader

Paper • 2212.04755 • Published Dec 9, 2022

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

Paper • 2410.01428 • Published Oct 2, 2024 • 1

Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths

Paper • 2410.10858 • Published Oct 7, 2024

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 114

authored 3 papers over 1 year ago

On the Multi-turn Instruction Following for Conversational Web Agents

Paper • 2402.15057 • Published Feb 23, 2024 • 1

SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia

Paper • 2502.06298 • Published Feb 10, 2025 • 1

Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers

Paper • 2503.00865 • Published Mar 2, 2025 • 64

authored 3 papers over 1 year ago

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

Paper • 2403.13315 • Published Mar 20, 2024

Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths

Paper • 2410.10858 • Published Oct 7, 2024

Can-Do! A Dataset and Neuro-Symbolic Grounded Framework for Embodied Planning with Large Multimodal Models

Paper • 2409.14277 • Published Sep 22, 2024 • 1

authored a paper almost 2 years ago

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Paper • 2407.19672 • Published Jul 29, 2024 • 57

authored 2 papers almost 2 years ago

Auto Arena of LLMs: Automating LLM Evaluations with Agent Peer-battles and Committee Discussions

Paper • 2405.20267 • Published May 30, 2024 • 1

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Paper • 2407.19672 • Published Jul 29, 2024 • 57

authored a paper almost 2 years ago

On the Transformations across Reward Model, Parameter Update, and In-Context Prompt

Paper • 2406.16377 • Published Jun 24, 2024 • 13

authored a paper about 2 years ago

Auto Arena of LLMs: Automating LLM Evaluations with Agent Peer-battles and Committee Discussions

Paper • 2405.20267 • Published May 30, 2024 • 1

updated a Space about 2 years ago

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authored a paper about 2 years ago

Zero-Shot Text Classification via Self-Supervised Tuning

Paper • 2305.11442 • Published May 19, 2023 • 2