3 papers
cs.AI2026
Multi-Modal Semantic Expansion with Constrained LLM Reranking for Conversational Music Recommendation
Naman Garg, Sarika Jain, George Fazekas
We present Team Semiintelligencn's solution for the ACM RecSys 2026 TalkPlayData Challenge, addressing conversational music recommendation through a multi-modal and personalized co…
cs.LG2026
KG-TRACE: A Neuro-Symbolic Framework for Mechanistic Grounding in Antimicrobial Resistance Prediction
Naman Garg, Sarika Jain, Sourav Yadav +4
While WGS-based AMR prediction has reached high accuracy, existing models lack a mechanism to ground neural attributions in established biological pathways. We present KG-TRACE, a…
cs.AI2025
REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
Divyansh Garg, Shaun VanWeelden, Diego Caples +15
We introduce REAL, a benchmark and framework for multi-turn agent evaluations on deterministic simulations of real-world websites. REAL comprises high-fidelity, deterministic repli…