Search Results for author: SaiKrishna Rallabandi

Found 5 papers, 1 papers with code

Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article using Transformer-based Models

no code implementations30 Mar 2024 Parag Pravin Dakle, Alolika Gon, Sihan Zha, Liang Wang, SaiKrishna Rallabandi, Preethi Raghavan

For the impact type classification task, our XLM-RoBERTa model fine-tuned using a custom fine-tuning strategy ranked first for the English language.

Towards leveraging LLMs for Conditional QA

no code implementations2 Dec 2023 Syed-Amad Hussain, Parag Pravin Dakle, SaiKrishna Rallabandi, Preethi Raghavan

This study delves into the capabilities and limitations of Large Language Models (LLMs) in the challenging domain of conditional question-answering.

Extractive Question-Answering Question Answering +1

HeySQuAD: A Spoken Question Answering Dataset

1 code implementation26 Apr 2023 Yijing Wu, SaiKrishna Rallabandi, Ravisutha Srinivasamurthy, Parag Pravin Dakle, Alolika Gon, Preethi Raghavan

Spoken question answering (SQA) systems are critical for digital assistants and other real-world use cases, but evaluating their performance is a challenge due to the importance of human-spoken questions.

Question Answering

Understanding BLOOM: An empirical study on diverse NLP tasks

no code implementations27 Nov 2022 Parag Pravin Dakle, SaiKrishna Rallabandi, Preethi Raghavan

We view the landscape of large language models (LLMs) through the lens of the recently released BLOOM model to understand the performance of BLOOM and other decoder-only LLMs compared to BERT-style encoder-only models.

Few-Shot Text Classification Question Answering +3

On Controlled DeEntanglement for Natural Language Processing

no code implementations22 Sep 2019 SaiKrishna Rallabandi

Latest addition to the toolbox of human species is Artificial Intelligence(AI).

Visual Dialog

Cannot find the paper you are looking for? You can Submit a new open access paper.