Farima Fatahi Bayat
7 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(21)
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(5)
Deep Learning
(5)
Machine Learning
(5)
Natural Language Processing
(5)
Core AI
(4)
Learning Types · Machine Learning
(3)
Applications
(2)
Core Methods
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
large language model
(3)
hallucination mitigation
(2)
language model
(2)
evidence retrieval
(2)
mathematical reasoning
(1)
factual accuracy
(1)
relation extraction
(1)
entity linking
(1)
question answering
(1)
prompt engineering
(1)
factuality evaluation
(1)
semantic parsing
(1)
preference optimization
(1)
confidence calibration
(1)
open information extraction
(1)
hallucination detection
(1)
expected calibration error
(1)
error correction
(1)
factual error
(1)
knowledge source
(1)
Papers
From Proof to Program: Characterizing Tool-Induced Reasoning Hallucinations in Large Language Models
ACL 2026
FactBench: A Dynamic Benchmark for In-the-Wild Language Model Factuality Evaluation
ACL 2025
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching
NAACL 2024
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression
ACL 2024
Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding
EMNLP 2024
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge
EMNLP 2023
CompactIE: Compact Facts in Open Information Extraction
NAACL 2022