3 papers
cs.CL2026
Optimizing Abstractive Summarization With Fine-Tuned PEGASUS
Sadiul Arefin Rafi, Naimur Rahman, Kazi Nazibul Islam +2
Abstractive text summarization is the technique of generating a short and concise summary comprising the salient ideas of a source text without making a subset of the salient sente…
cs.LG2026
Modeling and Controlling Deployment Reliability under Temporal Distribution Shift
Naimur Rahman, Naazreen Tabassum
Machine learning models deployed in non-stationary environments are exposed to temporal distribution shift, which can erode predictive reliability over time. While common mitigatio…
cs.CL2025
Gradient Masters at BLP-2025 Task 1: Advancing Low-Resource NLP for Bengali using Ensemble-Based Adversarial Training for Hate Speech Detection
Syed Mohaiminul Hoque, Naimur Rahman, Md Sakhawat Hossain
This paper introduces the approach of "Gradient Masters" for BLP-2025 Task 1: "Bangla Multitask Hate Speech Identification Shared Task". We present an ensemble-based fine-tuning st…