Vitaly Nikolaev
Biographic Data
| ID | 9632285 |
|---|---|
| NAME | Vitaly Nikolaev |
| GIVEN NAMES | Vitaly |
| FAMILY NAME | Nikolaev |
| SIGNATURE | NIKOLAEV V |
| AFFILIATIONS | Google DeepMind (United Kingdom) |
| ORCID | 0000-0001-8424-0076 |
| VERIFIED | Yes |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 2 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2023 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Causes in Neuron Diagrams, and Testing Causal Reasoning in Large Language Models
Measuring Attribution in Natural Language Generation Models
Large neural models have brought a new challenge to natural language generation (NLG): it has become imperative to ensure the safety and reliability of the output of models that generate freely. To this end, we present an evaluation framework, Attributable to Identified Sources (AIS), stipulating that NLG output pertaining to the external world is to be verified against an independent, provided source. We define AIS and a two-stage annotation pip…
No prominent works on this page.
Measuring Attribution in Natural Language Generation Models
Large neural models have brought a new challenge to natural language generation (NLG): it has become imperative to ensure the safety and reliability of the output of models that generate freely. To this end, we present an evaluation framework, Attributable to Identified Sources (AIS), stipulating that NLG output pertaining to the external world is to be verified against an independent, provided source. We define AIS and a two-stage annotation pip…
Causes in Neuron Diagrams, and Testing Causal Reasoning in Large Language Models
Explainable Artificial Intelligence (XAI (2 works) · Annotation (1 work) · Artificial Intelligence (1 work) · Artificial Intelligence in Healthcare and Education (1 work) · Automatic summarization (1 work) · Causal reasoning (1 work) · Causation (1 work) · Computer Science (1 work) · Data mining (1 work) · Embodied and Extended Cognition (1 work)