Generative AI Act II: Test Time Scaling Drives Cognition Engineering Paper • 2504.13828 • Published 4 days ago • 13
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Paper • 2504.10479 • Published 8 days ago • 237
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published 22 days ago • 252
OLMoTrace: Tracing Language Model Outputs Back to Trillions of Training Tokens Paper • 2504.07096 • Published 13 days ago • 72
CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation Paper • 2504.00043 • Published 23 days ago • 9
Optimizing Language Model's Reasoning Abilities with Weak Supervision Paper • 2405.04086 • Published May 7, 2024 • 2
Taming Overconfidence in LLMs: Reward Calibration in RLHF Paper • 2410.09724 • Published Oct 13, 2024 • 3
On Grounded Planning for Embodied Tasks with Language Models Paper • 2209.00465 • Published Aug 29, 2022 • 1
Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning Paper • 2410.10074 • Published Oct 14, 2024 • 1
CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation Paper • 2504.00043 • Published 23 days ago • 9
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters Paper • 2408.03314 • Published Aug 6, 2024 • 62
What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models Paper • 2503.24235 • Published 22 days ago • 53
Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models Paper • 2503.24377 • Published 22 days ago • 17
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published 26 days ago • 39
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Paper • 2503.16419 • Published Mar 20 • 70
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? Paper • 2502.14502 • Published Feb 20 • 90 • 9