Detection, Optimization, Generation and Semantics Lab

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lmeribal 

authored 2 papers 1 day ago

Mycelium: A Meta-Study of Hallucination Detection Across Provenance, Typology, and Granularities

Paper • 2610.33608 • Published 4 days ago • 14

MemToC: Benchmarking Memory-Tool Conflict Resolution in Large Language Models

Paper • 2608.26295 • Published Aug 26

julia-bel 

submitted a paper to Daily Papers 1 day ago

Mycelium: A Meta-Study of Hallucination Detection Across Provenance, Typology, and Granularities

Paper • 2610.33608 • Published 4 days ago • 14

julia-bel 

authored a paper about 2 months ago

SIRIN: A Unified Toolkit for Detecting Contextual Hallucinations in Retrieval-Augmented and Memory-Grounded LLM Systems

Paper • 2608.00033 • Published Jul 20 • 1

julia-bel 

submitted a paper to Daily Papers about 2 months ago

Enoki: Efficient Multi-Level Hallucination Detection

Paper • 2609.00581 • Published Sep 1 • 29

julia-bel 

authored 3 papers about 2 months ago

Enoki: Efficient Multi-Level Hallucination Detection

Paper • 2609.00581 • Published Sep 1 • 29

Managing Procedural Memory in LLM Agents: Control, Adaptation, and Evaluation

Paper • 2606.23127 • Published Jun 22 • 26

Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation

Paper • 2602.12235 • Published Feb 12 • 1

lmeribal 

authored 2 papers about 2 months ago

Enoki: Efficient Multi-Level Hallucination Detection

Paper • 2609.00581 • Published Sep 1 • 29

Learning Selective LLM Autonomy from Copilot Feedback in Enterprise Customer Support Workflows

Paper • 2604.23855 • Published Apr 26 • 2

lmeribal 

authored a paper 11 months ago

Multimodal Evaluation of Russian-language Architectures

Paper • 2511.15552 • Published Nov 19, 2025 • 79

julia-bel 

authored a paper about 1 year ago

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA

Paper • 2510.04849 • Published Oct 6, 2025 • 117

lmeribal 

authored a paper about 1 year ago

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA

Paper • 2510.04849 • Published Oct 6, 2025 • 117

lmeribal 

authored 2 papers over 2 years ago

SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection

Paper • 2404.06137 • Published Apr 9, 2024

SmurfCat at PAN 2024 TextDetox: Alignment of Multilingual Transformers for Text Detoxification

Paper • 2407.05449 • Published Jul 7, 2024