A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
Karthik Valmeekam, Kaya Stechly, Subbarao Kambhampati
This paper evaluates current LLMs and new Large Reasoning Models on PlanBench, finding that while OpenAI's o1 shows quantum improvement, it still falls far short of saturating the benchmark.
Siwei Wu, Z. Peng, Xinrun Du, et al.
This paper analyzes OpenAI's o1 model's reasoning patterns, comparing it with existing test-time compute methods on general reasoning benchmarks and summarizing six distinct reasoning patterns.
Unknown
Reinforcement learning boosts LLM performance on competitive programming and software engineering, comparing OpenAI models o1, o1-ioi, and o3.
Unknown
A third-party, objective comparison of OpenAI GPT and Google Gemini models with reproducible code and transparent results.
Unknown
A 137M parameter open-source English text embedding model with 8192 context length outperforming OpenAI on short and long-context tasks.