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researcher

S. Koçak

3 papers hereh-index 11490 citations21 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CL1
  • cs.LG1
same name
  • S. Koçak — 6 papers, h 11

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedDomain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.AI2026

Interpreting Agentic Systems: Beyond Model Explanations to System-Level Accountability

Judy Zhu, Dhari Gandhi, Himanshu Joshi +3

Agentic systems have transformed how Large Language Models (LLMs) can be leveraged to create autonomous systems with goal-directed behaviors, consisting of multi-step planning and…

cs.LG2025

Optimizing Large Language Models: Metrics, Energy Efficiency, and Case Study Insights

Tahniat Khan, Soroor Motie, Sedef Akinli Kocak +1

The rapid adoption of large language models (LLMs) has led to significant energy consumption and carbon emissions, posing a critical challenge to the sustainability of generative A…

cs.CL2022★ 1 cited

Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization

Brydon Parker, Alik Sokolov, Mahtab Ahmed +3

Summarization of long-form text data is a problem especially pertinent in knowledge economy jobs such as medicine and finance, that require continuously remaining informed on a sop…

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