Nikola Momchev
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (24) ๐งญ Keyword Pioneer ๐ Conference Polyglot (5) ๐ Academic Marathon (5)
๐
Cross-Pollinator
(13)
๐
Renaissance Researcher
(5)
๐
Grand Slam
๐ฅ
Mega-Team
(20)
Conferences
ICLR (2)
ICML (2)
AAAI (1)
ACL (1)
NIPS (1)
Top co-authors
Keywords
reward function
(2)
imitation learning
(2)
sequence modeling
(1)
reinforcement learning
(1)
semantic parsing
(1)
policy learning
(1)
natural language understanding
(1)
inverse reinforcement learning
(1)
compositional generalization
(1)
reinforcement learning from human feedback
(1)
continuous control
(1)
hyperparameter tuning
(1)
language model
(1)
expert demonstration
(1)
transformer neural network
(1)
textual entailment
(1)
reference-free evaluation
(1)
language model fine-tuning
(1)
scalability analysis
(1)
abstractive summarization
(1)
Papers
BOND: Aligning LLMs with Best-of-N Distillation
ICLR 2025
Nash Learning from Human Feedback
ICML 2024
Imitating Language via Scalable Inverse Reinforcement Learning
NIPS 2024
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
ACL 2023
*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task
AAAI 2021
Hyperparameter Selection for Imitation Learning
ICML 2021
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data
ICLR 2020