1 citations · 1 across the 7 of their papers we have counts for
9 papers
Financial Audit Assistance using Misinformation Detection and Explanation
Kshitij Madhav Jadhav, Sushodhan Vaishampayan, Manoj Apte +3
Financial statements (FS) such as Balance Sheet (BS), Income Statement (IS) and Cash-flow Statement (CS) summarize the annual financial performance of a company. FS are widely used…
Broken Words, Broken Performance: Effect of Tokenization on Performance of LLMs
Sachin Pawar, Manoj Apte, Kshitij Jadhav +2
Tokenization is the first step in training any Large Language Model (LLM), where the text is split into a sequence of tokens as per the model's fixed vocabulary. This tokenization…
Explainable Statute Prediction via Attention-based Model and LLM Prompting
Sachin Pawar, Girish Keshav Palshikar, Anindita Sinha Banerjee +2
In this paper, we explore the problem of automatic statute prediction where for a given case description, a subset of relevant statutes are to be predicted. Here, the term "statute…
DRAssist: Dispute Resolution Assistance using Large Language Models
Sachin Pawar, Manoj Apte, Girish K. Palshikar +2
Disputes between two parties occur in almost all domains such as taxation, insurance, banking, healthcare, etc. The disputes are generally resolved in a specific forum (e.g., consu…
Multi-Task Learning for Extraction of Adverse Drug Reaction Mentions from Tweets
Shashank Gupta, Manish Gupta, Vasudeva Varma +3
Adverse drug reactions (ADRs) are one of the leading causes of mortality in health care. Current ADR surveillance systems are often associated with a substantial time lag before su…
Co-training for Extraction of Adverse Drug Reaction Mentions from Tweets
Shashank Gupta, Manish Gupta, Vasudeva Varma +3
Adverse drug reactions (ADRs) are one of the leading causes of mortality in health care. Current ADR surveillance systems are often associated with a substantial time lag before su…
Topics and Label Propagation: Best of Both Worlds for Weakly Supervised Text Classification
Sachin Pawar, Nitin Ramrakhiyani, Swapnil Hingmire +1
We propose a Label Propagation based algorithm for weakly supervised text classification. We construct a graph where each document is represented by a node and edge weights represe…
Mining Supervisor Evaluation and Peer Feedback in Performance Appraisals
Girish Keshav Palshikar, Sachin Pawar, Saheb Chourasia +1
Performance appraisal (PA) is an important HR process to periodically measure and evaluate every employee's performance vis-a-vis the goals established by the organization. A PA pr…
Semi-Supervised Recurrent Neural Network for Adverse Drug Reaction Mention Extraction
Shashank Gupta, Sachin Pawar, Nitin Ramrakhiyani +2
Social media is an useful platform to share health-related information due to its vast reach. This makes it a good candidate for public-health monitoring tasks, specifically for ph…