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cs.IR2026
Multimodal Dual-Encoder Retrieval for Automated ICD Coding
Abhinav Bohra, Anuj Bohra
Accurate International Classification of Diseases (ICD) coding is crucial for large-scale clinical research, documentation, and billing. There are three primary problems with curre…
cs.IR2026
Do Multilingual Encoders Produce Language-Consistent Semantic IDs?
Abhinav Bohra, Anuj Bohra
Semantic IDs (SIDs) compress item embeddings into discrete code sequences used in generative retrieval. We ask whether a multilingual encoder is sufficient for different-language r…
cs.IR2026
Overview and Analysis of the RecSys Challenge 2026: Conversational Music Recommendation
Seungheon Doh, Sergio Oramas, Bruno Sguerra +3
The RecSys Challenge 2026 studies conversational music recommendation as a joint item recommendation and response generation problem: given a multi-turn dialogue, systems must retr…