Towards Unified Ranking Foundation Model, Enabling Client-Side RAG with Efficient In-Browser ANNS, and More!

Vol.111 for Jun 30 - Jul 06, 2025

Stay Ahead of the Curve with the Latest Advancements and Discoveries in Information Retrieval.

This week’s newsletter highlights the following research:

1. A Unified Ranking Foundation Model with Iterative Exclusion, from Feng et al.

2. Collaborative-Aware LLM Embeddings for Sequential Recommendation, from He et al.

3. Enabling Client-Side RAG with Efficient In-Browser ANNS, from Liu et al.

4. A Formal Framework for Agentic Paradigm in Recommendation, from Maragheh et al.

5. Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks, from Lyu et al.

6. Agentic Retrieval Augmented Generation for Personalized Recommendation, from Walmart

7. Chunk Autoregressive Modeling for Generative Recommendation with Semantic Integration, from Wang et al.

8. Bridging Agent Experience and Human Expertise for Complex Interactive Recommendations, from Yu et al.

9. Bridging Visual, Audio, and Text Modalities in Knowledge-Intensive Multimodal Graphs, from Park et al.

10. Resolving Knowledge Conflicts in Retrieval-Augmented Generation through Systematic Evidence Reconciliation, from Chen et al.