25 citations · 27 across the 10 of their papers we have counts for
7 papers · 1 filter
IDEAFix: Evaluation Framework for Creative Defixation Prompting in LLMs
F. Carichon, S. Sharma, M. Girard +2
Large language models (LLMs) are increasingly used for tasks involving creative problem solving and idea generation. However, there is a lack of consensus concerning their creative…
FinRED: A Dataset for Relation Extraction in Financial Domain
Soumya Sharma, Tapas Nayak, Arusarka Bose +4
Relation extraction models trained on a source domain cannot be applied on a different target domain due to the mismatch between relation sets. In the current literature, there is…
Financial Numeric Extreme Labelling: A Dataset and Benchmarking for XBRL Tagging
Soumya Sharma, Subhendu Khatuya, Manjunath Hegde +3
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…
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts
Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee +8
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…
Realistic Data Augmentation Framework for Enhancing Tabular Reasoning
Dibyakanti Kumar, Vivek Gupta, Soumya Sharma +1
Existing approaches to constructing training data for Natural Language Inference (NLI) tasks, such as for semi-structured table reasoning, are either via crowdsourcing or fully aut…
A Generative Approach for Financial Causality Extraction
Tapas Nayak, Soumya Sharma, Yash Butala +3
Causality represents the foremost relation between events in financial documents such as financial news articles, financial reports. Each financial causality contains a cause span…