A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approachesby…
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generationby Gaurav Sahu, Abhay Puri, Juan Rodriguez,…
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languagesby Yinquan Lu,…
Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activationsby Bowen Shen, Zheng Lin,…
Are Large Language Models Strategic Decision Makers? A Study of Performance and Bias in Two-Player…
From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AIby Stefanie…
Unlocking the Potential of Model Merging for Low-Resource Languagesby Mingxu Tao, Chen Zhang, Quzhe Huang,…
Are Large Language Models Consistent over Value-laden Questions?by Jared Moore, Tanvi Deshpande, Diyi YangFirst submitted…
Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoningby Akshara Prabhakar,…
Self-Cognition in Large Language Models: An Exploratory Studyby Dongping Chen, Jiawen Shi, Yao Wan, Pan…