3 papers
cs.CL2025
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies
Terrance Liu, Shuyi Wang, Daniel Preotiuc-Pietro +2
While large language models (LLMs) achieve strong performance on text-to-SQL parsing, they sometimes exhibit unexpected failures in which they are confidently incorrect. Building t…
cs.CL2023
Multilingual Few-Shot Learning via Language Model Retrieval
Genta Indra Winata, Liang-Kang Huang, Soumya Vadlamannati +1
Transformer-based language models have achieved remarkable success in few-shot in-context learning and drawn a lot of research interest. However, these models' performance greatly…
cs.SI2019
Using Social Media for Word-of-Mouth Marketing
Nagendra Kumar, Yash Chandarana, K. Anand +1
Nowadays online social networks are used extensively for personal and commercial purposes. This widespread popularity makes them an ideal platform for advertisements. Social media…