Natasha Butt

Joined

November 2022

Names

Natasha Butt (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

University of Amsterdam (uva.nl)

2021 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Universal Likelihood Rewards for LLM Reasoning
Ariel Kwiatkowski, Natasha Butt, Ismail Labiad, Julia Kempe, Yann Ollivier
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Soft Tokens, Hard Truths
Natasha Butt, Ariel Kwiatkowski, Ismail Labiad, Julia Kempe, Yann Ollivier
- ICLR 2026 Poster
- Readers: Everyone
BenchAgents: Automated Benchmark Creation with Agent Interaction
Natasha Butt, Varun Chandrasekaran, Neel Joshi, Besmira Nushi, Vidhisha Balachandran
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay
Natasha Butt, Blazej Manczak, Auke Wiggers, Corrado Rainone, David W. Zhang, Michaël Defferrard, Taco Cohen
- ICLR 2024 AGI Workshop Poster
- Readers: Everyone
Towards Self-Improving Language Models for Code Generation
Michaël Defferrard, Corrado Rainone, David W. Zhang, Blazej Manczak, Natasha Butt, Taco Cohen
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay
Natasha Butt, Blazej Manczak, Auke Wiggers, Corrado Rainone, David W. Zhang, Michaël Defferrard, Taco Cohen
- ICML 2024 Poster
- Readers: Everyone
CodeIt: Abstract Reasoning with Iterative Policy-Guided Program Synthesis
Natasha Butt, Blazej Manczak, Auke Wiggers, Corrado Rainone, David W. Zhang, Michaël Defferrard, Taco Cohen
- Submitted to ICLR 2024
- Readers: Everyone

Co-Authors