Summary of Mitigating Social Biases in Language Models Through Unlearning, by Omkar Dige et al.
Mitigating Social Biases in Language Models through Unlearningby Omkar Dige, Diljot Singh, Tsz Fung Yau,…
Summary of Promises, Outlooks and Challenges Of Diffusion Language Modeling, by Justin Deschenaux et al.
Promises, Outlooks and Challenges of Diffusion Language Modelingby Justin Deschenaux, Caglar GulcehreFirst submitted to arxiv…
Summary of Aligning Large Language Models From Self-reference Ai Feedback with One General Principle, by Rong Bao et al.
Aligning Large Language Models from Self-Reference AI Feedback with one General Principleby Rong Bao, Rui…
Summary of Famicom: Further Demystifying Prompts For Language Models with Task-agnostic Performance Estimation, by Bangzheng Li et al.
FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimationby Bangzheng Li, Ben Zhou,…
Summary of Supportiveness-based Knowledge Rewriting For Retrieval-augmented Language Modeling, by Zile Qiao et al.
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modelingby Zile Qiao, Wei Ye, Yong Jiang, Tong Mo,…
Summary of Enhancing Trust in Llms: Algorithms For Comparing and Interpreting Llms, by Nik Bear Brown
Enhancing Trust in LLMs: Algorithms for Comparing and Interpreting LLMsby Nik Bear BrownFirst submitted to…
Summary of Contextual Position Encoding: Learning to Count What’s Important, by Olga Golovneva et al.
Contextual Position Encoding: Learning to Count What’s Importantby Olga Golovneva, Tianlu Wang, Jason Weston, Sainbayar…
Summary of Slaves to the Law Of Large Numbers: An Asymptotic Equipartition Property For Perplexity in Generative Language Models, by Avinash Mudireddy et al.
Slaves to the Law of Large Numbers: An Asymptotic Equipartition Property for Perplexity in Generative…
Summary of Llamaturk: Adapting Open-source Generative Large Language Models For Low-resource Language, by Cagri Toraman
LlamaTurk: Adapting Open-Source Generative Large Language Models for Low-Resource Languageby Cagri ToramanFirst submitted to arxiv…
Summary of General Purpose Verification For Chain Of Thought Prompting, by Robert Vacareanu et al.
General Purpose Verification for Chain of Thought Promptingby Robert Vacareanu, Anurag Pratik, Evangelia Spiliopoulou, Zheng…