Farima Fatahi Bayat

Computer Science · University of Michigan

Early career · publishing since 2021Rising activity

Topic Modeling Natural Language Processing Techniques Data Quality and Management Semantic Web and Ontologies Explainable Artificial Intelligence (XAI)

Publications

Citations

Est. group size

—

Recurring co-author estimate

Active years

Publishing since 2021

In context

Among 318 early career Computer Science PIs within our index

Citations: 26cohort median 121

Publications / year (recent): 4.4cohort median 2.8

Typically publishes in teams of ~4 · 38% small-team papers (≤3 authors) · across 4 venues

Publication cadence

Publications per year over the last 10 years — averaging 4.4/year recently

Collaborators per year

Distinct co-authors at University of Michigan each year — a rough indication of whether the group around this researcher has been growing or contracting. An estimate from co-authorship, not a roster: collaborators are not necessarily lab members, and recent years can be under-counted while indexing catches up.

Recent publications

From Proof to Program: Characterizing Tool-Induced Reasoning Hallucinations in Large Language Models
2026
Blue Data Intelligence Layer: Streaming Data and Agents for Multi-source Multi-modal Data-Centric Applications
arXiv (Cornell University) · 2026
Blue Data Intelligence Layer: Streaming Data and Agents for Multi-source Multi-modal Data-Centric Applications
arXiv (Cornell University) · 2026
Reflective Prompt Tuning through Language Model Function-Calling
arXiv (Cornell University) · 2026
Reflective Prompt Tuning through Language Model Function-Calling
arXiv (Cornell University) · 2026
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation
2025
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching
2024
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression
2024
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding
arXiv (Cornell University) · 2024
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation
arXiv (Cornell University) · 2024
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding
2024
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression
arXiv (Cornell University) · 2024
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching
arXiv (Cornell University) · 2024
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge
2023
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge
arXiv (Cornell University) · 2023

Publishes in

arXiv (Cornell University)×11
Zenodo (CERN European Organization for Nuclear Research)×3
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies×1
eLearn×1

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This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 25, 2026.

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