Summary of Pace: Parsimonious Concept Engineering For Large Language Models, by Jinqi Luo et al.
PaCE: Parsimonious Concept Engineering for Large Language Modelsby Jinqi Luo, Tianjiao Ding, Kwan Ho Ryan…
Summary of Spread Preference Annotation: Direct Preference Judgment For Efficient Llm Alignment, by Dongyoung Kim et al.
Spread Preference Annotation: Direct Preference Judgment for Efficient LLM Alignmentby Dongyoung Kim, Kimin Lee, Jinwoo…
Summary of Self-play with Adversarial Critic: Provable and Scalable Offline Alignment For Language Models, by Xiang Ji et al.
Self-Play with Adversarial Critic: Provable and Scalable Offline Alignment for Language Modelsby Xiang Ji, Sanjeev…
Summary of Representational Alignment Supports Effective Machine Teaching, by Ilia Sucholutsky and Katherine M. Collins and Maya Malaviya and Nori Jacoby and Weiyang Liu and Theodore R. Sumers and Michalis Korakakis and Umang Bhatt and Mark Ho and Joshua B. Tenenbaum and Brad Love and Zachary A. Pardos and Adrian Weller and Thomas L. Griffiths
Representational Alignment Supports Effective Machine Teachingby Ilia Sucholutsky, Katherine M. Collins, Maya Malaviya, Nori Jacoby,…
Summary of Hackatari: Atari Learning Environments For Robust and Continual Reinforcement Learning, by Quentin Delfosse et al.
HackAtari: Atari Learning Environments for Robust and Continual Reinforcement Learningby Quentin Delfosse, Jannis Blüml, Bjarne…
Summary of Is Free Self-alignment Possible?, by Dyah Adila et al.
Is Free Self-Alignment Possible?by Dyah Adila, Changho Shin, Yijing Zhang, Frederic SalaFirst submitted to arxiv…
Summary of Alignment Calibration: Machine Unlearning For Contrastive Learning Under Auditing, by Yihan Wang et al.
Alignment Calibration: Machine Unlearning for Contrastive Learning under Auditingby Yihan Wang, Yiwei Lu, Guojun Zhang,…
Summary of Bayesian Weaks-to-strong From Text Classification to Generation, by Ziyun Cui et al.
Bayesian WeakS-to-Strong from Text Classification to Generationby Ziyun Cui, Ziyang Zhang, Guangzhi Sun, Wen Wu,…
Summary of Exploring User Retrieval Integration Towards Large Language Models For Cross-domain Sequential Recommendation, by Tingjia Shen et al.
Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendationby Tingjia Shen, Hao…
Summary of Scaling Laws For Reward Model Overoptimization in Direct Alignment Algorithms, by Rafael Rafailov et al.
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithmsby Rafael Rafailov, Yaswanth Chittepu, Ryan…