5 citations · 10 across the 13 of their papers we have counts for
3 papers · 1 filter
Task-Specific Embeddings for Ante-Hoc Explainable Text Classification
Kishaloy Halder, Josip Krapac, Alan Akbik +2
Current state-of-the-art approaches to text classification typically leverage BERT-style Transformer models with a softmax classifier, jointly fine-tuned to predict class labels of…
Enhancing Product Safety in E-Commerce with NLP
Kishaloy Halder, Josip Krapac, Dmitry Goryunov +6
Ensuring safety of the products offered to the customers is of paramount importance to any e- commerce platform. Despite stringent quality and safety checking of products listed on…
Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis
Siddharth Varia, Shuai Wang, Kishaloy Halder +7
Aspect-based Sentiment Analysis (ABSA) is a fine-grained sentiment analysis task which involves four elements from user-generated texts: aspect term, aspect category, opinion term,…