Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning Paper • 2507.00432 • Published Jul 1 • 74
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think Paper • 2505.10185 • Published May 15 • 26
The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Paper • 2502.08235 • Published Feb 12 • 59
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Paper • 2412.14161 • Published Dec 18, 2024 • 52
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Paper • 2412.14161 • Published Dec 18, 2024 • 52
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Paper • 2412.05237 • Published Dec 6, 2024 • 48
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Paper • 2412.05237 • Published Dec 6, 2024 • 48
Evaluating Language Models as Synthetic Data Generators Paper • 2412.03679 • Published Dec 4, 2024 • 49
Evaluating Language Models as Synthetic Data Generators Paper • 2412.03679 • Published Dec 4, 2024 • 49
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs Paper • 2411.14199 • Published Nov 21, 2024 • 32
JMMMU: A Japanese Massive Multi-discipline Multimodal Understanding Benchmark for Culture-aware Evaluation Paper • 2410.17250 • Published Oct 22, 2024 • 15
Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages Paper • 2410.16153 • Published Oct 21, 2024 • 45
Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages Paper • 2410.16153 • Published Oct 21, 2024 • 45
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples Paper • 2410.14669 • Published Oct 18, 2024 • 40