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researcher

R. Sifa

58 papers hereh-index 283.2k citations221 works total

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

author position
  • middle author17
  • last author40

Across the 57 of 58 papers where every author was matched, so the position is known.

fields
  • cs.CL31
  • cs.CV9
  • cs.LG8
  • cs.AI4
  • stat.ML2
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedIs Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization

54 citations · 126 across the 51 of their papers we have counts for

collaborators
Showing 2024 · cs.CLShow all

3 papers · 2 filters

cs.CL2024★ 1 cited

[Vision Paper] PRObot: Enhancing Patient-Reported Outcome Measures for Diabetic Retinopathy using Chatbots and Generative AI

Maren Pielka, Tobias Schneider, Jan Terheyden +1

We present an outline of the first large language model (LLM) based chatbot application in the context of patient-reported outcome measures (PROMs) for diabetic retinopathy. By uti…

cs.CL2024★ 2 cited

Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs

Mehdi Ali, Michael Fromm, Klaudia Thellmann +38

We present two multilingual LLMs, Teuken 7B-base and Teuken 7B-instruct, designed to embrace Europe's linguistic diversity by supporting all 24 official languages of the European U…

cs.CL2024

Pointer-Guided Pre-Training: Infusing Large Language Models with Paragraph-Level Contextual Awareness

Lars Hillebrand, Prabhupad Pradhan, Christian Bauckhage +1

We introduce "pointer-guided segment ordering" (SO), a novel pre-training technique aimed at enhancing the contextual understanding of paragraph-level text representations in large…

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