Unraveling the Dominance of Large Language Models Over Transformer Models for Bangla Natural Language Inference: A Comprehensive Study

arXiv:2405.02937v1 Announce Type: new
Abstract: Natural Language Inference (NLI) is a cornerstone of Natural Language Processing (NLP), providing insights into the entailment relationships between text pairings. It is a critical component of Natural Language Understanding (NLU), demonstrating the ability to extract information from spoken or written interactions. NLI is mainly concerned with determining the entailment relationship between two statements, known as the premise and hypothesis. When the premise logically implies the hypothesis, the pair is labeled ``entailment''. If the hypothesis …

abstract arxiv bangla cs.cl extract inference information insights language language models language processing language understanding large language large language models natural natural language natural language processing nlp nlu processing relationships study text transformer transformer models type understanding