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Soumyadeep Roy

IIT Kharagpur, India;L3S Research Center, Germany

13 papers hereh-index 687 citations23 works total

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

author position
  • sole author2
  • first author6
  • middle author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.CL10
  • cs.LG2
  • cs.SD1
affiliations
  • IIT Kharagpur, India;L3S Research Center, Germany
Homepage

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedBeyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions

17 citations · 46 across the 13 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CL2025

"Where does it hurt?" -- Dataset and Study on Physician Intent Trajectories in Doctor Patient Dialogues

Tom Röhr, Soumyadeep Roy, Fares Al Mohamad +4

In a doctor-patient dialogue, the primary objective of physicians is to diagnose patients and propose a treatment plan. Medical doctors guide these conversations through targeted q…

cs.CL2025★ 3 cited

Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings

Gunjan Balde, Soumyadeep Roy, Mainack Mondal +1

Large Language Models (LLMs) recently achieved great success in medical text summarization by simply using in-context learning. However, these recent efforts do not perform fine-gr…

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