Renat Aksitov

According to our database, Renat Aksitov authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

How new data permeates LLM knowledge and how to dilute it.

Chen Sun, Renat Aksitov, Andrey Zhmoginov, Nolan Andrew Miller, Max Vladymyrov, Ulrich Rueckert, Been Kim, Mark Sandler

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent.

Renat Aksitov, Sobhan Miryoosefi, Zonglin Li, Daliang Li, Sheila Babayan, Kavya Kopparapu, Zachary Fisher, Ruiqi Guo, Sushant Prakash, Pranesh Srinivasan, Manzil Zaheer, Felix X. Yu, Sanjiv Kumar

CoRR, 2023

Universal Self-Consistency for Large Language Model Generation.

Xinyun Chen, Renat Aksitov, Uri Alon, Jie Ren, Kefan Xiao, Pengcheng Yin, Sushant Prakash, Charles Sutton, Xuezhi Wang, Denny Zhou

CoRR, 2023

Hallucination Augmented Recitations for Language Models.

Abdullatif Köksal, Renat Aksitov, Chung-Ching Chang

CoRR, 2023

KL-Divergence Guided Temperature Sampling.

Chung-Ching Chang, David Reitter, Renat Aksitov, Yun-Hsuan Sung

CoRR, 2023

Conversational Recommendation as Retrieval: A Simple, Strong Baseline.

Raghav Gupta, Renat Aksitov, Samrat Phatale, Simral Chaudhary, Harrison Lee, Abhinav Rastogi

CoRR, 2023

Characterizing Attribution and Fluency Tradeoffs for Retrieval-Augmented Large Language Models.

Renat Aksitov, Chung-Ching Chang, David Reitter, Siamak Shakeri, Yun-Hsuan Sung

CoRR, 2023