Search Results for author: Arka Mitra

Found 6 papers, 2 papers with code

IITkgp at FinCausal 2020, Shared Task 1: Causality Detection using Sentence Embeddings in Financial Reports

no code implementations FNP (COLING) 2020 Arka Mitra, Harshvardhan Srivastava, Yugam Tiwari

The experiments have shown BERT (Large) performed the best, giving a F1 score of 0. 958, in the task of detecting the causality of sentences in financial texts and reports.

regression Sentence +1

Causality Detection using Multiple Annotation Decisions

1 code implementation26 Oct 2022 Quynh Anh Nguyen, Arka Mitra

The paper describes the work that has been submitted to the 5th workshop on Challenges and Applications of Automated Extraction of socio-political events from text (CASE 2022).

Multilingual Hate Speech and Offensive Content Detection using Modified Cross-entropy Loss

1 code implementation5 Feb 2022 Arka Mitra, Priyanshu Sankhala

Large language models are trained on a lot of data and they also make use of contextual embeddings.

IIT_kgp at FinCausal 2020, Shared Task 1: Causality Detection using Sentence Embeddings in Financial Reports

no code implementations16 Nov 2020 Arka Mitra, Harshvardhan Srivastava, Yugam Tiwari

The experiments have shown BERT (Large) performed the best, giving a F1 score of 0. 958, in the task of detecting the causality of sentences in financial texts and reports.

regression Sentence +1

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