When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning Paper ⢠2504.01005 ⢠Published Apr 1 ⢠15
OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement Paper ⢠2503.17352 ⢠Published Mar 21 ⢠24
OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement Paper ⢠2503.17352 ⢠Published Mar 21 ⢠24
DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails Paper ⢠2502.05163 ⢠Published Feb 7 ⢠23
Flow-DPO: Improving LLM Mathematical Reasoning through Online Multi-Agent Learning Paper ⢠2410.22304 ⢠Published Oct 29, 2024 ⢠18
Enhancing Large Vision Language Models with Self-Training on Image Comprehension Paper ⢠2405.19716 ⢠Published May 30, 2024
MIRAI: Evaluating LLM Agents for Event Forecasting Paper ⢠2407.01231 ⢠Published Jul 1, 2024 ⢠18
view post Post 1679 Check out our new benchmark paper on LLM agents for global events forecasting! MIRAI: Evaluating LLM Agents for Event Forecasting (2407.01231) š Arxiv: https://arxiv.org/abs/2407.01231š Project page: https://mirai-llm.github.ioš» GitHub Repo: https://github.com/yecchen/MIRAIš Dataset: https://drive.google.com/file/d/1xmSEHZ_wqtBu1AwLpJ8wCDYmT-jRpfrN/view?usp=sharingš Interactive Demo Notebook: https://colab.research.google.com/drive/1QyqT35n6NbtPaNtqQ6A7ILG_GMeRgdnO?usp=sharing ā¤ļø 2 2 + Reply
DataComp-LM: In search of the next generation of training sets for language models Paper ⢠2406.11794 ⢠Published Jun 17, 2024 ⢠54
Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance Paper ⢠2402.08680 ⢠Published Feb 13, 2024 ⢠1
Leaving Reality to Imagination: Robust Classification via Generated Datasets Paper ⢠2302.02503 ⢠Published Feb 5, 2023
ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling Paper ⢠2307.01909 ⢠Published Jul 4, 2023
Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models Paper ⢠2308.15812 ⢠Published Aug 30, 2023 ⢠1
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts Paper ⢠2310.02255 ⢠Published Oct 3, 2023 ⢠2
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation Paper ⢠2305.14327 ⢠Published May 23, 2023
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models Paper ⢠2401.13311 ⢠Published Jan 24, 2024 ⢠12
Robust Learning with Progressive Data Expansion Against Spurious Correlation Paper ⢠2306.04949 ⢠Published Jun 8, 2023
Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves Paper ⢠2311.04205 ⢠Published Nov 7, 2023 ⢠5