Search Results for author: Soumya Sharma

Found 10 papers, 6 papers with code

Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task

no code implementations WMT (EMNLP) 2020 Lovish Madaan, Soumya Sharma, Parag Singla

In this paper, we describe IIT Delhi’s submissions to the WMT 2020 task on Similar Language Translation for four language directions: Hindi <-> Marathi and Spanish <-> Portuguese.

Transfer Learning Translation

Financial Numeric Extreme Labelling: A Dataset and Benchmarking for XBRL Tagging

no code implementations6 Jun 2023 Soumya Sharma, Subhendu Khatuya, Manjunath Hegde, Afreen Shaikh. Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly

The U. S. Securities and Exchange Commission (SEC) mandates all public companies to file periodic financial statements that should contain numerals annotated with a particular label from a taxonomy.

Benchmarking Sentence

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

Realistic Data Augmentation Framework for Enhancing Tabular Reasoning

no code implementations23 Oct 2022 Dibyakanti Kumar, Vivek Gupta, Soumya Sharma, Shuo Zhang

We observed that our framework could generate human-like tabular inference examples, which could benefit training data augmentation, especially in the scenario with limited supervision.

counterfactual Data Augmentation +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.

Bayesian Optimization -- Multi-Armed Bandit Problem

1 code implementation14 Dec 2020 Abhilash Nandy, Chandan Kumar, Deepak Mewada, Soumya Sharma

In this report, we survey Bayesian Optimization methods focussed on the Multi-Armed Bandit Problem.

Bayesian Optimization

Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs

1 code implementation IJCNLP 2019 Soumya Sharma, Bishal Santra, Abhik Jana, T. Y. S. S. Santosh, Niloy Ganguly, Pawan Goyal

Specifically, we experiment with fusing embeddings obtained from knowledge graph with the state-of-the-art approaches for NLI task (ESIM model).

Knowledge Graphs

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