Search Results for author: Koustuv Dasgupta

Found 3 papers, 3 papers with code

FinRED: A Dataset for Relation Extraction in Financial Domain

1 code implementation6 Jun 2023 Soumya Sharma, Tapas Nayak, Arusarka Bose, Ajay Kumar Meena, Koustuv Dasgupta, Niloy Ganguly, Pawan Goyal

Relation extraction models trained on a source domain cannot be applied on a different target domain due to the mismatch between relation sets.

Financial Relation Extraction Relation +1

ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts

1 code implementation22 Oct 2022 Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal

Despite tremendous progress in automatic summarization, state-of-the-art methods are predominantly trained to excel in summarizing short newswire articles, or documents with strong layout biases such as scientific articles or government reports.

A Generative Approach for Financial Causality Extraction

1 code implementation12 Apr 2022 Tapas Nayak, Soumya Sharma, Yash Butala, Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly

Causality represents the foremost relation between events in financial documents such as financial news articles, financial reports.

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