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researcher

Sumit Soman

Ericsson

19 papers hereh-index 11444 citations50 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author11
  • last author3

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CL4
  • cs.HC2
  • cs.CV1
  • cs.IR1
  • cs.NE1
affiliations
  • Ericsson
  • Senior Member, IEEE
Homepage

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedObservations on LLMs for Telecom Domain: Capabilities and Limitations

31 citations · 92 across the 18 of their papers we have counts for

collaborators
Showing 2024 · cs.CLShow all

2 papers · 2 filters

cs.CL2024★ 4 cited

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…

cs.CL2024

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.