2 papers
cs.AI2026
CoverSynth: Coverage-Guided Generation of Retrieval Evaluation Sets
Anahita Sharma, Apaar Shanker, Rishav Chakravarti +6
Enterprise agents need retrieval evaluation sets that expose domain-specific failures and guide developers towards efficient deployment tradeoffs. Neither expert-human-authored set…
cs.CL2024
Learning to Route LLMs with Confidence Tokens
Yu-Neng Chuang, Prathusha Kameswara Sarma, Parikshit Gopalan +4
Large language models (LLMs) have demonstrated impressive performance on several tasks and are increasingly deployed in real-world applications. However, especially in high-stakes…