11 citations · 13 across the 6 of their papers we have counts for
6 papers
Benchmarking LLMs on the Semantic Overlap Summarization Task
John Salvador, Naman Bansal, Mousumi Akter +3
Semantic Overlap Summarization (SOS) is a constrained multi-document summarization task, where the constraint is to capture the common/overlapping information between two alternati…
LLMs as Meta-Reviewers' Assistants: A Case Study
Eftekhar Hossain, Sanjeev Kumar Sinha, Naman Bansal +11
One of the most important yet onerous tasks in the academic peer-reviewing process is composing meta-reviews, which involves assimilating diverse opinions from multiple expert peer…
LLMs as On-demand Customizable Service
Souvika Sarkar, Mohammad Fakhruddin Babar, Monowar Hasan +1
Large Language Models (LLMs) have demonstrated remarkable language understanding and generation capabilities. However, training, deploying, and accessing these models pose notable…
Zero-Shot Multi-Label Topic Inference with Sentence Encoders
Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu
Sentence encoders have indeed been shown to achieve superior performances for many downstream text-mining tasks and, thus, claimed to be fairly general. Inspired by this, we perfor…
On Evaluation of Bangla Word Analogies
Mousumi Akter, Souvika Sarkar, Shubhra Kanti Karmaker Santu
This paper presents a high-quality dataset for evaluating the quality of Bangla word embeddings, which is a fundamental task in the field of Natural Language Processing (NLP). Desp…
Processing Natural Language on Embedded Devices: How Well Do Transformer Models Perform?
Souvika Sarkar, Mohammad Fakhruddin Babar, Md Mahadi Hassan +2
This paper presents a performance study of transformer language models under different hardware configurations and accuracy requirements and derives empirical observations about th…