6 papers
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos
Sourjyadip Ray, Shubham Sharma, Somak Aditya +1
As digital platforms redefine educational paradigms, ensuring interactivity remains vital for effective learning. This paper explores using Multimodal Large Language Models (MLLMs)…
Error-Aware Curriculum Learning for Biomedical Relation Classification
Sinchani Chakraborty, Sudeshna Sarkar, Pawan Goyal
Relation Classification (RC) in biomedical texts is essential for constructing knowledge graphs and enabling applications such as drug repurposing and clinical decision-making. We…
Chandomitra: Towards Generating Structured Sanskrit Poetry from Natural Language Inputs
Manoj Balaji Jagadeeshan, Samarth Bhatia, Pretam Ray +7
Text Generation has achieved remarkable performance using large language models. It has also been recently well-studied that these large language models are capable of creative gen…
Vedavani: A Benchmark Corpus for ASR on Vedic Sanskrit Poetry
Sujeet Kumar, Pretam Ray, Abhinay Beerukuri +3
Sanskrit, an ancient language with a rich linguistic heritage, presents unique challenges for automatic speech recognition (ASR) due to its phonemic complexity and the phonetic tra…
Anveshana: A New Benchmark Dataset for Cross-Lingual Information Retrieval On English Queries and Sanskrit Documents
Manoj Balaji Jagadeeshan, Prince Raj, Pawan Goyal
The study presents a comprehensive benchmark for retrieving Sanskrit documents using English queries, focusing on the chapters of the Srimadbhagavatam. It employs a tripartite appr…
REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback
Aniruddha Roy, Pretam Ray, Abhilash Nandy +2
Instruction-based Large Language Models (LLMs) have proven effective in numerous few-shot or zero-shot Natural Language Processing (NLP) tasks. However, creating human-annotated in…