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Rajdeep Sarkar

3 accepted papers

2024

A Hybrid Approach to Aspect Based Sentiment Analysis Using Transfer Learning

COLING 2024main

Aspect-Based Sentiment Analysis ( ABSA) aims to identify terms or multiword expressions (MWEs) on which sentiments are expressed and the sentiment polarities associated with them. The development of supervised models has been at the forefront of research in this area. However, training these models…

Cited by 9SourcePDFScholar
2020

Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation

COLING 2020main

Conversational recommender systems focus on the task of suggesting products to users based on the conversation flow. Recently, the use of external knowledge in the form of knowledge graphs has shown to improve the performance in recommendation and dialogue systems. Information from knowledge graphs…

2020

Unsupervised Deep Language and Dialect Identification for Short Texts

COLING 2020main

Automatic Language Identification (LI) or Dialect Identification (DI) of short texts of closely related languages or dialects, is one of the primary steps in many natural language processing pipelines. Language identification is considered a solved task in many cases; however, in the case of very cl…

Cited by 13SourcePDFScholar