Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregationby Xinyi Wang,…
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Modelsby Zhiyuan Hu, Chumin…
Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Modelsby…
Discovering interpretable models of scientific image data with deep learningby Christopher J. Soelistyo, Alan R.…
How Free is Parameter-Free Stochastic Optimization?by Amit Attia, Tomer KorenFirst submitted to arxiv on: 5…
Good Teachers Explain: Explanation-Enhanced Knowledge Distillationby Amin Parchami-Araghi, Moritz Böhle, Sukrut Rao, Bernt SchieleFirst submitted…
Constrained Decoding for Cross-lingual Label Projectionby Duong Minh Le, Yang Chen, Alan Ritter, Wei XuFirst…
Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classificationby Kushal Tatariya, Heather Lent, Johannes…
Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representationsby Stefan…
Enhancing Neural Subset Selection: Integrating Background Information into Set Representationsby Binghui Xie, Yatao Bian, Kaiwen…