4 papers
From Lexicon to AI: A Structured-Data Pipeline for Specialized Conversational Systems in Low-Resource Languages
Siddhant Hitesh Mantri, Dhara Gorasiya, Malhar Kulkarni +1
Low-resource languages face a critical challenge in AI development: creating specialized conversational systems without access to massive training corpora. We present a systematic…
A Gold Standard Dataset and Evaluation Framework for Depression Detection and Explanation in Social Media using LLMs
Prajval Bolegave, Pushpak Bhattacharya
Early detection of depression from online social media posts holds promise for providing timely mental health interventions. In this work, we present a high-quality, expert-annotat…
Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs
Saiful Haq, Niyati Chhaya, Piyush Pandey +1
In this paper, we present an investigative study on how Mental Sets influence the reasoning capabilities of LLMs. LLMs have excelled in diverse natural language processing (NLP) ta…
There is No Big Brother or Small Brother: Knowledge Infusion in Language Models for Link Prediction and Question Answering
Ankush Agarwal, Sakharam Gawade, Sachin Channabasavarajendra +1
The integration of knowledge graphs with deep learning is thriving in improving the performance of various natural language processing (NLP) tasks. In this paper, we focus on knowl…