3 papers
cs.CL2025
Investigating Distributions of Telecom Adapted Sentence Embeddings for Document Retrieval
Sujoy Roychowdhury, Sumit Soman, Ranjani Hosakere Gireesha +4
A plethora of sentence embedding models makes it challenging to choose one, especially for technical domains rich with specialized vocabulary. In this work, we domain adapt embeddi…
cs.IR2024
Evaluation of Table Representations to Answer Questions from Tables in Documents : A Case Study using 3GPP Specifications
Sujoy Roychowdhury, Sumit Soman, HG Ranjani +3
With the ubiquitous use of document corpora for question answering, one important aspect which is especially relevant for technical documents is the ability to extract information…
cs.CL2024
Evaluation of RAG Metrics for Question Answering in the Telecom Domain
Sujoy Roychowdhury, Sumit Soman, H G Ranjani +3
Retrieval Augmented Generation (RAG) is widely used to enable Large Language Models (LLMs) perform Question Answering (QA) tasks in various domains. However, RAG based on open-sour…