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researcher

Shamane Siriwardhana

11 papers hereh-index 9916 citations15 works total

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

author position
  • first author6
  • middle author5

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.LG4
  • cs.AI1
  • cs.IR1
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedImproving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering

10 citations · 28 across the 10 of their papers we have counts for

collaborators
Showing cs.IRShow all

1 paper · 1 filter

cs.IR2021★ 4 cited

Fine-tune the Entire RAG Architecture (including DPR retriever) for Question-Answering

Shamane Siriwardhana, Rivindu Weerasekera, Elliott Wen +1

In this paper, we illustrate how to fine-tune the entire Retrieval Augment Generation (RAG) architecture in an end-to-end manner. We highlighted the main engineering challenges tha…

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