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researcher

Robert Gerstenberger

16 papers hereh-index 152.3k citations33 works total

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

author position
  • first author1
  • middle author14

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • cs.DB4
  • cs.AI3
  • cs.DC1
  • cs.DS1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedGraph of Thoughts: Solving Elaborate Problems with Large Language Models

483 citations · 603 across the 16 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

Performance Foundations of Parallel & Distributed Reasoning Language Models

Maciej Besta, Leonard Schmidt, Lara Nonino +7

Reinforcement Learning with Verifiable Rewards (RLVR) and other RL-style post-training paradigms have been used for aligning large language models (LLMs) with reasoning standards.…

cs.DB2026

GraphSeek: Next-Generation Graph Analytics with LLMs

Maciej Besta, Łukasz Jarmocik, Orest Hrycyna +7

Graphs are foundational across domains but remain hard to use without deep expertise. LLMs promise accessible natural language (NL) graph analytics, yet they fail to process indust…

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