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Saurav Manchanda

3 accepted papers

2024

Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification

EMNLP 2024finding

Citation intention Classification (CIC) tools classify citations by their intention (e.g., background, motivation) and assist readers in evaluating the contribution of scientific literature. Prior research has shown that pretrained language models (PLMs) such as SciBERT can achieve state-of-the-art…

2024

Fooling the Textual Fooler via Randomizing Latent Representations

ACL 2024findings

Despite outstanding performance in a variety of Natural Language Processing (NLP) tasks, recent studies have revealed that NLP models are vulnerable to adversarial attacks that slightly perturb the input to cause the models to misbehave. Several attacks can even compromise the model without requirin…

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