Vipula Rawte

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Evaluation Framework

Document Retrieval

Top Venues

MIDAS@PKDD/ECML

Publications

Vipula Rawte, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Prachi Priya, Aman Chadha, Amit P. Sheth, Amitava Das
"Sorry, Come Again?" Prompting - Enhancing Comprehension and Diminishing Hallucination with [PAUSE]-injected Optimal Paraphrasing. CoRR (2024)
Bolun "Namir" Xia, Vipula Rawte, Aparna Gupta, Mohammed J. Zaki
FETILDA: Evaluation Framework for Effective Representations of Long Financial Documents. ACM Trans. Knowl. Discov. Data 18 (7) (2024)
Bolun "Namir" Xia, Vipula Rawte, Aparna Gupta, Mohammed J. Zaki
FETILDA: Evaluation Framework for Effective Representations of Long Financial Documents. IEEE Trans. Knowl. Data Eng. 18 (7) (2024)
Vipula Rawte, S. M. Towhidul Islam Tonmoy, Krishnav Rajbangshi, Shravani Nag, Aman Chadha, Amit P. Sheth, Amitava Das
FACTOID: FACtual enTailment fOr hallucInation Detection. CoRR (2024)
S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Vinija Jain, Anku Rani, Vipula Rawte, Aman Chadha, Amitava Das
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models. CoRR (2024)
Anku Rani, Vipula Rawte, Harshad Sharma, Neeraj Anand, Krishnav Rajbangshi, Amit P. Sheth, Amitava Das
Visual Hallucination: Definition, Quantification, and Prescriptive Remediations. CoRR (2024)
Vipula Rawte, Swagata Chakraborty, Agnibh Pathak, Anubhav Sarkar, S. M. Towhidul Islam Tonmoy, Aman Chadha, Amit P. Sheth, Amitava Das
The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations. CoRR (2023)
Vipula Rawte, Prachi Priya, S. M. Towhidul Islam Tonmoy, S. M. Mehedi Zaman, Amit P. Sheth, Amitava Das
Exploring the Relationship between LLM Hallucinations and Prompt Linguistic Nuances: Readability, Formality, and Concreteness. CoRR (2023)
Vipula Rawte, Swagata Chakraborty, Agnibh Pathak, Anubhav Sarkar, S. M. Towhidul Islam Tonmoy, Aman Chadha, Amit P. Sheth, Amitava Das
The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations. EMNLP (2023)
Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Kalyan, Amit P. Sheth
ProKnow: Process Knowledge for Safety Constrained and Explainable Question Generation for Mental Health Diagnostic Assistance. CoRR (2023)
Vipula Rawte, Amit P. Sheth, Amitava Das
A Survey of Hallucination in Large Foundation Models. CoRR (2023)
Kaushik Roy, Manas Gaur, Misagh Soltani, Vipula Rawte, Ashwin Kalyan, Amit P. Sheth
ProKnow: Process knowledge for safety constrained and explainable question generation for mental health diagnostic assistance. Frontiers Big Data 5 (2022)
Vipula Rawte, Hongyi Huang, Michael Morrison, Janine Wu, Travis Peterson, Thilanka Munasinghe
Diabetes Tracker: An Information System to assist and track nutritional information. WebSci (Companion) (2021)
Vipula Rawte, Aparna Gupta, Mohammed J. Zaki
A Comparative Analysis of Temporal Long Text Similarity: Application to Financial Documents. MIDAS@PKDD/ECML (2020)
Vipula Rawte, Aparna Gupta, Mohammed J. Zaki
Analysis of year-over-year changes in Risk Factors Disclosure in 10-K filings. DSMM@SIGMOD (2018)
Vipula Rawte, Aparna Gupta, Mohammed J. Zaki
Using supervised learning techniques for entity relationships. DSMM@SIGMOD (2018)
Vipula Rawte, Jamie P. McCusker, He Zhao, L. Catherine Brinson, Wei Chen, Linda Schadler, Deborah L. McGuinness
An Ontology for a Polymer Nanocomposite Community Data Resource. WebSci (2017)