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researcher

S. Roukos

42 papers hereh-index 437.3k citations195 works total

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

author position
  • middle author25
  • last author16

Across the 41 of 42 papers where every author was matched, so the position is known.

fields
  • cs.CL30
  • cs.IR5
  • cs.LG3
  • cmp-lg2
  • cs.AI2

identity via Semantic Scholar / OpenAlex

activity
19942025
most citedTowards History-based Grammars: Using Richer Models for Probabilistic Parsing

29 citations · 151 across the 40 of their papers we have counts for

collaborators
Showing 2024 · cs.IRShow all

2 papers · 2 filters

cs.IR2024★ 1 cited

Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support

Paulina Toro Isaza, Michael Nidd, Noah Zheutlin +7

Clients wishing to implement generative AI in the domain of IT Support and AIOps face two critical issues: domain coverage and model size constraints due to model choice limitation…

cs.IR2024★ 1 cited

Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels

Jasper Xian, Saron Samuel, Faraz Khoubsirat +7

We develop a method for training small-scale (under 100M parameter) neural information retrieval models with as few as 10 gold relevance labels. The method depends on generating sy…

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