3 papers
cs.CL2025
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…
cs.CL2025
Set-Theoretic Compositionality of Sentence Embeddings
Naman Bansal, Yash mahajan, Sanjeev Sinha +1
Sentence encoders play a pivotal role in various NLP tasks; hence, an accurate evaluation of their compositional properties is paramount. However, existing evaluation methods predo…
cs.CL2025
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…