Author

Rajesh Jayaram

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#natural language process... Preprint Aug 2026

TCS-BENCH: Benchmarking State-of-the-Art Generative AI Theoretical Computer Science Research Ability

This work introduces TCS-Bench, a benchmark for evaluating Large Language Models (LLMs) on research-level Theoretical Computer Science (TCS) proof generation, and benchmarks the verifier against human-expert proof judgements on a set of target statements and generated proofs pairs.

Vincent Cohen-Addad, Dimitris Paparas, Ernest van Wijland et al. · 3 citations

Review Jun 2026

Towards Automating Scientific Review with Google's Paper Assistant Tool

The Paper Assistant Tool is introduced, an agentic AI framework built for deep scientific review and verification and able to identify deeper issues than a single model call alone, achieving a 34% improvement over zero-shot recall on mathematical errors in the SPOT benchmark.

Rajesh Jayaram, Drew Tyler, David P. Woodruff et al. · arXiv.org · 0 citations