1 citations · 1 across the 4 of their papers we have counts for
4 papers · 1 filter
Large Language Models and Arabic Content: A Review
Haneh Rhel, Dmitri Roussinov
Over the past three years, the rapid advancement of Large Language Models (LLMs) has had a profound impact on multiple areas of Artificial Intelligence (AI), particularly in Natura…
NLP-based Regulatory Compliance -- Using GPT 4.0 to Decode Regulatory Documents
Bimal Kumar, Dmitri Roussinov
Large Language Models (LLMs) such as GPT-4.0 have shown significant promise in addressing the semantic complexities of regulatory documents, particularly in detecting inconsistenci…
Controlling Out-of-Domain Gaps in LLMs for Genre Classification and Generated Text Detection
Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina
This study demonstrates that the modern generation of Large Language Models (LLMs, such as GPT-4) suffers from the same out-of-domain (OOD) performance gap observed in prior resear…
BERT Goes Off-Topic: Investigating the Domain Transfer Challenge using Genre Classification
Dmitri Roussinov, Serge Sharoff
While performance of many text classification tasks has been recently improved due to Pre-trained Language Models (PLMs), in this paper we show that they still suffer from a perfor…