E-commerce information retrieval (IR) systems struggle to simultaneously achieve high accuracy in interpreting complex user queries and maintain efficient processing of vast product catalogs. The dual challenge lies in precisely matching user intent …
Cognates are present in multiple variants of the same text across different languages (e.g., hund in German and hound in English language mean dog). They pose a challenge to various Natural Language Processing (NLP) applications such as Machine …
Cross-domain sentiment analysis (CDSA) helps to address the problem of data scarcity in scenarios where labelled data for a domain (known as the target domain) is unavailable or insufficient. However, the decision to choose a domain (known as the …
This paper describes additional aspects of a digital tool called the ‘Textual History Tool’. We describe its various salient features with special reference to those of its features that may help the philologist digitize commentaries and …
Tracing the root of a text i.e., the original version of the text, by inferring phylogenetic trees has been a topic of interest in philological studies. However, existing methods face meaning conflation deficiency due to the usage of lexical …
This paper describes a digital tool called the Textual History Tool in detail. This tool captures the historical evolution of a text through various temporal stages, and inter-related data culled from various types of related texts. This tool also …