1 citations · 2 across the 5 of their papers we have counts for
6 papers
Tree Navigation Without LLM Summaries: A Matched-Cost Study of Hierarchical Retrieval for Long-Document QA
Priyank Jayraj, Poonam Goyal, Navneet Goyal
Retrieval-augmented generation grounds language models in external context, but for long documents flat top- retrieval can cluster on a single region and miss complementary evid…
A fully automated and scalable Parallel Data Augmentation for Low Resource Languages using Image and Text Analytics
Prawaal Sharma, Navneet Goyal, Poonam Goyal +1
Linguistic diversity across the world creates a disparity with the availability of good quality digital language resources thereby restricting the technological benefits to majorit…
VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction
Prawaal Sharma, Poonam Goyal, Vidisha Sharma +1
UNESCO has classified 2500 out of 7000 languages spoken worldwide as endangered. Attrition of a language leads to loss of traditional wisdom, folk literature, and the essence of th…
NIM: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication
Prawaal Sharma, Poonam Goyal, Navneet Goyal +1
Digital communication has become the cornerstone of modern interaction, enabling rapid, accessible, and interactive exchanges. However, individuals with lower academic literacy oft…
bitsa_nlp@LT-EDI-ACL2022: Leveraging Pretrained Language Models for Detecting Homophobia and Transphobia in Social Media Comments
Vitthal Bhandari, Poonam Goyal
Online social networks are ubiquitous and user-friendly. Nevertheless, it is vital to detect and moderate offensive content to maintain decency and empathy. However, mining social…
On the Universality of Deep Contextual Language Models
Shaily Bhatt, Poonam Goyal, Sandipan Dandapat +2
Deep Contextual Language Models (LMs) like ELMO, BERT, and their successors dominate the landscape of Natural Language Processing due to their ability to scale across multiple task…