adaptive IR systems 1human feedback 1human-in-the-loop 1retrieval-augmented generation 1self-improvement 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.IR2026
Enhancing LLMs through human feedback: a journey towards self-improvement
Tatiana Pelc, Gila Kamhi, Asaf Avrahamy +1
The paper proposes a method to improve Retrieval‑Augmented Generation systems by continuously incorporating human feedback, enabling the model to iteratively refine its responses.
cs.CL2024
Self-Improving Customer Review Response Generation Based on LLMs
Guy Azov, Tatiana Pelc, Adi Fledel Alon +1
Previous studies have demonstrated that proactive interaction with user reviews has a positive impact on the perception of app users and encourages them to submit revised ratings.…