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Jacob Andreas — most-cited papers & profile · Large Language Models
← authors
·
overview
Jacob Andreas
31
papers ·
693
citations ·
0
h-index
Moscow Institute of Thermal Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Lora Vs Full Fine-tuning: An Illusion Of Equivalence
2024 · 88 citations
Interpreting User Requests In The Context Of Natural Language Standing Instructions
2023 · 5 citations
Reaching Beyond the Mode: RL for Distributional Reasoning in Language Models
2026
Self-Steering Language Models
2025
Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty
2025
The Consensus Game: Language Model Generation via Equilibrium Search
2023
Top co-authors
Idan Shenfeld
· 2
Isha Puri
· 2
Mehul Damani
· 2
Yoon Kim
· 2
Alexander K. Lew
· 1
Antonio Torralba
· 1
Athul Paul Jacob
· 1
Gabriele Farina
· 1
Gabriel Grand
· 1
Joshua B. Tenenbaum
· 1
Leshem Choshen
· 1
Marzyeh Ghassemi
· 1
Topics
Training Techniques
Evaluation
Reinforcement Learning
Efficiency
In-Context Learning
Fine-Tuning
Prompting
Safety & Alignment
Code
Vision-Language