56 citations · 83 across the 10 of their papers we have counts for
5 papers · 1 filter
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction
Anubhav Shrimal, Aryan Jain, Soumyajit Chowdhury +1
Structured information extraction from unstructured text is critical for emerging Software 3.0 systems where LLM agents autonomously interact with APIs and tools. Recent approaches…
MARS: Multilingual Aspect-centric Review Summarisation
Sandeep Sricharan Mukku, Abinesh Kanagarajan, Chetan Aggarwal +1
Summarizing customer feedback to provide actionable insights for products/services at scale is an important problem for businesses across industries. Lately, the review volumes are…
InsightNet: Structured Insight Mining from Customer Feedback
Sandeep Sricharan Mukku, Manan Soni, Jitenkumar Rana +4
We propose InsightNet, a novel approach for the automated extraction of structured insights from customer reviews. Our end-to-end machine learning framework is designed to overcome…
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue
Gaurav Kumar, Rishabh Joshi, Jaspreet Singh +1
The problem of building a coherent and non-monotonous conversational agent with proper discourse and coverage is still an area of open research. Current architectures only take car…
A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks
Tushar Semwal, Gaurav Mathur, Promod Yenigalla +1
Transfer Learning (TL) plays a crucial role when a given dataset has insufficient labeled examples to train an accurate model. In such scenarios, the knowledge accumulated within a…