Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoningby Akshara Prabhakar,…
MathOdyssey: Benchmarking Mathematical Problem-Solving Skills in Large Language Models Using Odyssey Math Databy Meng Fang,…
Improving Entity Recognition Using Ensembles of Deep Learning and Fine-tuned Large Language Models: A Case…
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preferenceby Jiaming Ji, Donghai Hong, Borong…
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testingby Han…
Mitigating Social Biases in Language Models through Unlearningby Omkar Dige, Diljot Singh, Tsz Fung Yau,…
Fine-Tuning Gemma-7B for Enhanced Sentiment Analysis of Financial News Headlinesby Kangtong Mo, Wenyan Liu, Xuanzhen…
From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information…
“You Gotta be a Doctor, Lin”: An Investigation of Name-Based Bias of Large Language Models…
Language Modeling with Editable External Knowledgeby Belinda Z. Li, Emmy Liu, Alexis Ross, Abbas Zeitoun,…