Summary of Multi-property Steering Of Large Language Models with Dynamic Activation Composition, by Daniel Scalena et al.
Multi-property Steering of Large Language Models with Dynamic Activation Compositionby Daniel Scalena, Gabriele Sarti, Malvina…
Summary of Unlocking Continual Learning Abilities in Language Models, by Wenyu Du et al.
Unlocking Continual Learning Abilities in Language Modelsby Wenyu Du, Shuang Cheng, Tongxu Luo, Zihan Qiu,…
Summary of Can We Trust the Performance Evaluation Of Uncertainty Estimation Methods in Text Summarization?, by Jianfeng He et al.
Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization?by Jianfeng He,…
Summary of Are Language Models Actually Useful For Time Series Forecasting?, by Mingtian Tan et al.
Are Language Models Actually Useful for Time Series Forecasting?by Mingtian Tan, Mike A. Merrill, Vinayak…
Summary of Understanding and Mitigating Tokenization Bias in Language Models, by Buu Phan et al.
Understanding and Mitigating Tokenization Bias in Language Modelsby Buu Phan, Marton Havasi, Matthew Muckley, Karen…
Summary of Does Cross-cultural Alignment Change the Commonsense Morality Of Language Models?, by Yuu Jinnai
Does Cross-Cultural Alignment Change the Commonsense Morality of Language Models?by Yuu JinnaiFirst submitted to arxiv…
Summary of Token-based Decision Criteria Are Suboptimal in In-context Learning, by Hakaze Cho et al.
Token-based Decision Criteria Are Suboptimal in In-context Learningby Hakaze Cho, Yoshihiro Sakai, Mariko Kato, Kenshiro…
Summary of Semantic Entropy Probes: Robust and Cheap Hallucination Detection in Llms, by Jannik Kossen et al.
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMsby Jannik Kossen, Jiatong Han, Muhammed…
Summary of Data Efficient Evaluation Of Large Language Models and Text-to-image Models Via Adaptive Sampling, by Cong Xu et al.
Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Samplingby Cong Xu,…
Summary of Improving Text-to-audio Models with Synthetic Captions, by Zhifeng Kong et al.
Improving Text-To-Audio Models with Synthetic Captionsby Zhifeng Kong, Sang-gil Lee, Deepanway Ghosal, Navonil Majumder, Ambuj…