Evolving Domain Adaptation of Pretrained Language Models for Text Classification

no code implementations • 16 Nov 2023 • Yun-Shiuan Chuang, Yi Wu, Dhruv Gupta, Rheeya Uppaal, Ananya Kumar, Luhang Sun, Makesh Narsimhan Sreedhar, Sijia Yang, Timothy T. Rogers, Junjie Hu

Adapting pre-trained language models (PLMs) for time-series text classification amidst evolving domain shifts (EDS) is critical for maintaining accuracy in applications like stance detection.

Domain Adaptation Stance Detection +3

Generating Fact Checking Summaries for Web Claims

1 code implementation • EMNLP (WNUT) 2020 • Rahul Mishra, Dhruv Gupta, Markus Leippold

SUMO further generates an extractive summary by presenting a diversified set of sentences from the documents that explain its decision on the correctness of the textual claim.

Fact Checking Word Embeddings

Event Search and Analytics: Detecting Events in Semantically Annotated Corpora for Search and Analytics

no code implementations • 1 Mar 2016 • Dhruv Gupta

I posit to analyze natural language text with the help of semantic annotations and mine important events for navigating large text corpora.

Determing Trustworthiness in E-Commerce Customer Reviews

no code implementations • WS 2014 • Dhruv Gupta, Asif Ekbal

Opinion Mining Sentiment Analysis