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ORCIDIR-RAG@SIGIR 2024: Washington, DC, USA
- Fabio Petroni, Federico Siciliano, Fabrizio Silvestri, Giovanni Trappolini:
Proceedings of the Workshop Information Retrieval's Role in RAG Systems (IR-RAG 2024) co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), Washington DC, USA, 07 18, 2024. CEUR Workshop Proceedings 3784, CEUR-WS.org 2024 - Saber Zerhoudi, Michael Granitzer:
PersonaRAG: Enhancing Retrieval-Augmented Generation Systems with User-Centric Agents. 1-11 - Emile Contal, Garrin McGoldrick:
RAGSys: Item-Cold-Start Recommender as RAG System. 12-22 - Anton Korikov, George Saad, Ethan Baron, Mustafa Khan, Manav Shah, Scott Sanner:
Multi-Aspect Reviewed-Item Retrieval via LLM Query Decomposition and Aspect Fusion. 23-33 - Marco Alessio, Guglielmo Faggioli, Nicola Ferro, Franco Maria Nardini, Raffaele Perego:
Improving RAG Systems via Sentence Clustering and Reordering. 34-43 - Leonardo Sanna, Simone Magnolini, Patrizio Bellan, Saba Ghanbari Haez, Marina Segala, Monica Consolandi, Mauro Dragoni:
Chain-of-Thought to Enhance Document Retrieval in Certified Medical Chatbots. 44-49 - Kihun Kim, Mintae Kim, Hokyung Lee, Seong Ik Park, Youngsub Han, Byoung-Ki Jeon:
THoRR: Complex Table Retrieval and Refinement for RAG. 50-55 - Haitao Yu, Lingzhen Zheng, Kaiyu Yang, Sumio Fujita, Hideo Joho:
Towards Incorporating Personalized Context for Conversational Information Seeking. 56-61 - Laura Caspari, Kanishka Ghosh Dastidar, Saber Zerhoudi, Jelena Mitrovic, Michael Granitzer:
Beyond Benchmarks: Evaluating Embedding Model Similarity for Retrieval Augmented Generation Systems. 62-70 - Fangzheng Sun, Tianqi Zheng, Aakash Kolekar, Rohit Patki, Hossein Khazaei, Xuan Guo, Ziheng Cai, David Liu, Ruirui Li, Yupin Huang, Dante Everaert, Hanqing Lu, Garima Patel Monica Cheng:
A Product-Aware Query Auto-Completion Framework for E-Commerce Search via Retrieval-Augmented Generation Method. 71-76 - Mert Yazan, Suzan Verberne, Frederik Situmeang:
The Impact of Quantization on Retrieval-Augmented Generation: An Analysis of Small LLMs. 77-81 - Haeju Park, Kyungjae Lee, Sunghyun Park, Moontae Lee:
Enhancing Fusion-in-Decoder for Multi-Granularity Ranking. 82-86
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