From the 1 of 4 linked papers with an AI index.
4 papers
Selecting Open-Weight Language Models for Zero-Shot Intent Classification: A Systematic Evaluation of 41 Models
Parishruthi Ganesh, Gerry Dozier, Cheryl Seals
The paper systematically evaluates 41 open-weight language models for zero‑shot intent classification across multiple datasets, analyzing accuracy, calibration, robustness, and dep…
OffensiveLang: A Community Based Implicit Offensive Language Dataset
Amit Das, Mostafa Rahgouy, Dongji Feng +10
The widespread presence of hateful languages on social media has resulted in adverse effects on societal well-being. As a result, addressing this issue with high priority has becom…
Investigating Annotator Bias in Large Language Models for Hate Speech Detection
Amit Das, Zheng Zhang, Najib Hasan +12
Data annotation, the practice of assigning descriptive labels to raw data, is pivotal in optimizing the performance of machine learning models. However, it is a resource-intensive…
Towards Effective Authorship Attribution: Integrating Class-Incremental Learning
Mostafa Rahgouy, Hamed Babaei Giglou, Mehnaz Tabassum +5
AA is the process of attributing an unidentified document to its true author from a predefined group of known candidates, each possessing multiple samples. The nature of AA necessi…