Frederic Kirstein

Industrial PhD researcher bridging NLP research on summarization and personalization with production AI systems.

NLP Research

Summarization

Personalization

Agentic LLM

LLM Evaluation

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Research Projects

EMNLP 2025 -Findings- #Meeting Summarization Architecture, #Personalization, #Evaluation
ACL 2025 -Findings- #Dataset, #Meeting Simulation
COLING 2025 -Main- #Feedback-based Self-Refinement
COLING 2025 -Industry- #LLM-based Evaluation, #Error Detection
JAIR -Vol. 82 (2025)- #Literature Review, #Dialogue Summarization
EMNLP 2024 -Findings- #Evaluation, #Error Analysis
EMNLP 2024 -Industry- #Multi-Source Summarization, #Personalization
EMNLP 2022 -GEM Workshop- #Multi-Task Learning, #Task Families
EMNLP 2022 -Main- #Machine-Paraphrased Plagiarism, #Detection

Frederic Kirstein

NLP Research

Research Projects

Paper Title

Summary

Keywords