Tapered Off-Policy REINFORCE: Stable and efficient reinforcement learning for LLMs
Nicolas Le Roux
Marc Gendron-Bellemare
Jonathan Lebensold
Arnaud Bergeron
Joshua Greaves
Alex Fr'echette
Carolyne Pelletier
Eric Thibodeau-Laufer
S'andor Toth
Sam Work
2025-03-18
ArXiv (preprint)
arxiv.org
arxiv.org
Tapered Off-Policy REINFORCE: Stable and efficient reinforcement learning for LLMs
Nicolas Le Roux
Marc Gendron-Bellemare
Jonathan Lebensold
Arnaud Bergeron
Joshua Greaves
Alex Fr'echette
Carolyne Pelletier
Eric Thibodeau-Laufer
S'andor Toth
Sam Work
2025-03-18
ArXiv (preprint)
doi.org
arxiv.org
Meta-learning Optimizers for Communication-Efficient Learning
Charles-Étienne Joseph
Benjamin Thérien
Abhinav Moudgil
Boris Knyazev
Eugene Belilovsky
2025-03-17
TMLR (accepted)
openreview.net
openreview.net
Sparse Decomposition of Graph Neural Networks
Yaochen Hu
Mai Zeng
Ge Zhang
Pavel Rumiantsev
Liheng Ma
Yingxue Zhang
Mark Coates
2025-03-17
TMLR (accepted)
doi.org
openreview.net
Negotiative Alignment: Embracing Disagreement to Achieve Fairer Outcomes -- Insights from Urban Studies
Rashid A. Mushkani
Hugo Berard
Shin (Alexandre) Koseki
2025-03-16
ArXiv (preprint)
arxiv.org
arxiv.org
Sample Compression for Continual Learning
Jacob Comeau
Mathieu Bazinet
Pascal Germain
Cem Subakan
2025-03-13
ArXiv (preprint)
doi.org
arxiv.org
Sample Compression for Continual Learning
Jacob Comeau
Mathieu Bazinet
Pascal Germain
Cem Subakan
2025-03-13
ArXiv (preprint)
arxiv.org
arxiv.org
Exploiting Instruction-Following Retrievers for Malicious Information Retrieval
Parishad BehnamGhader
Nicholas Meade
Siva Reddy
2025-03-11
ArXiv (preprint)
arxiv.org
arxiv.org
Learning Decision Trees as Amortized Structure Inference
Mohammed Mahfoud
Ghait Boukachab
Michał Koziarski
Alex Hernandez-Garcia
Stefan Bauer
Yoshua Bengio
Nikolay Malkin
2025-03-10
ArXiv (preprint)
arxiv.org
arxiv.org
Relative biological effectiveness of 31 meV thermal neutrons in peripheral blood lymphocytes
Laura C Paterson
Fawaz Ali
Mohsen Naseri
David Perez Loureiro
Amy Festarini
Marilyne Stuart
Chad Boyer
Ronald Rogge
Christie Costello
Norma Ybarra
John Kildea
Richard B Richardson
2025-03-10
Radiation Protection Dosimetry (published)
doi.org
SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection
Shamsuddeen Hassan Muhammad
Nedjma OUSIDHOUM
Idris Abdulmumin
Seid Muhie Yimam
Jan Philip Wahle
Terry Lima Ruas
Meriem Beloucif
Christine de Kock
Tadesse Belay
Ibrahim Ahmad
Nirmal Surange
Daniela Teodorescu
David Ifeoluwa Adelani
Alham Fikri Aji
Felermino Ali
Vladimir Araujo
Abinew Ayele
Oana Ignat
Alexander Panchenko
Yi Zhou … (see 1 more)
Saif M. Mohammad
2025-03-10
ArXiv (preprint)
arxiv.org
arxiv.org
Understanding the impact of IoT security patterns on CPU usage and energy consumption: a dynamic approach for selecting patterns with deep reinforcement learning
Saeid Jamshidi
Amin Nikanjam
Kawser Wazed Nafi
Foutse Khomh
2025-03-10
International Journal of Information Security (published)
doi.org