3 papers
cs.CL2026
Community-Specific Slang and Entity Detection via Semantic Shift in Fine-Tuned Language Models
Julia Kruk, Sanchita Porwal, Amitrajit Bhattacharjee +1
We propose an unsupervised method of resolving slang, unique entities, and folklore from online communities by isolating words in the lexicon that have the highest magnitude of sem…
cs.CL2026
Evaluating Hallucinations in Domain-Adapted Large Language Models
Sanchita Porwal, Sai Prasath S, Xingjian Bi +1
This study investigates the phenomenon of hallucinations in domain-adapted Large Language Models (LLMs), focusing on the fine-tuning of the Llama-2 model with the Lamini dataset. H…
cs.CL2023
FusionMind -- Improving question and answering with external context fusion
Shreyas Verma, Manoj Parmar, Palash Choudhary +1
Answering questions using pre-trained language models (LMs) and knowledge graphs (KGs) presents challenges in identifying relevant knowledge and performing joint reasoning.We compa…