2 papers
cs.CL2025
Fluent but Unfeeling: The Emotional Blind Spots of Language Models
Bangzhao Shu, Isha Joshi, Melissa Karnaze +5
The versatility of Large Language Models (LLMs) in natural language understanding has made them increasingly popular in mental health research. While many studies explore LLMs' cap…
cs.CL2025
Think Inside the JSON: Reinforcement Strategy for Strict LLM Schema Adherence
Bhavik Agarwal, Ishan Joshi, Viktoria Rojkova
In this paper, we address the challenge of enforcing strict schema adherence in large language model (LLM) generation by leveraging LLM reasoning capabilities. Building on the Deep…