AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

3 papers

JournalNature2024

Detecting hallucinations in large language models using semantic entropy

Sebastian Farquhar, Jannik Kossen, Lorenz Kuhn, et al.

Proposes semantic entropy to detect LLM confabulations by measuring uncertainty at the meaning level, enabling task-agnostic hallucination detection.

1.5kJun 19, 2024Large Language ModelsPrompting

Preprint2024

LLMLingua2

Unknown

LLMLingua2 proposes a task-agnostic prompt compression method using data distillation and a Transformer encoder for token classification.

0Mar 1, 2024TransformersPrompting

Preprint2024

Mtlora: Low-rank adaptation approach for efficient multi-task learning

Unknown

MtLoRA introduces task-agnostic and task-specific low-rank adaptation modules for efficient multi-task learning in vision.

0Jan 1, 2024Computer Vision