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Melis Ozyildirim

3 papers hereh-index 241 citations3 works total

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

author position
  • middle author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedHyperparameter Tuning for Deep Reinforcement Learning Applications

21 citations · 21 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CL2024

ReALM: Reference Resolution As Language Modeling

Joel Ruben Antony Moniz, Soundarya Krishnan, Melis Ozyildirim +4

Reference resolution is an important problem, one that is essential to understand and successfully handle context of different kinds. This context includes both previous turns and…

cs.CL2023

MARRS: Multimodal Reference Resolution System

Halim Cagri Ates, Shruti Bhargava, Site Li +15

Successfully handling context is essential for any dialog understanding task. This context maybe be conversational (relying on previous user queries or system responses), visual (r…

cs.LG2022★ 21 cited

Hyperparameter Tuning for Deep Reinforcement Learning Applications

Mariam Kiran, Melis Ozyildirim

Reinforcement learning (RL) applications, where an agent can simply learn optimal behaviors by interacting with the environment, are quickly gaining tremendous success in a wide va…

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