3 papers
cs.CL2026
AWED-PIPER: Agents, Web Applications & Expert Detectors for Personally Identifiable Information Protection & Fine-grained Named Entity Recognition across 36 languages for 6.6 Billion Speakers
Prachuryya Kaushik, Ashish Anand
Named Entity Recognition (NER) and Personally Identifiable Information (PII) anonymization are critical tasks in Natural Language Processing (NLP) for information extraction and pr…
cs.IR2024
AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models
Mansi, Pranshu Pandya, Mahek Bhavesh Vora +2
Existing datasets for relation classification and extraction often exhibit limitations such as restricted relation types and domain-specific biases. This work presents a generic fr…
cs.CL2023
Noise in Relation Classification Dataset TACRED: Characterization and Reduction
Akshay Parekh, Ashish Anand, Amit Awekar
The overarching objective of this paper is two-fold. First, to explore model-based approaches to characterize the primary cause of the noise. in the RE dataset TACRED Second, to id…