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CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections

CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections

10 April 2025
Florian Schneider
Narges Baba Ahmadi
Niloufar Baba Ahmadi
Iris Vogel
Martin Semmann
Chris Biemann
ArXivPDFHTML

Papers citing "CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections"

11 / 11 papers shown
Title
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning
Thang Nguyen
Peter Chin
Yu-Wing Tai
LRM
58
1
0
26 May 2025
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Yunjia Xi
Jianghao Lin
Menghui Zhu
Yongzhao Xiao
Zhuoying Ou
...
Weiwen Liu
Yasheng Wang
Ruiming Tang
Weinan Zhang
Yong Yu
85
0
0
21 May 2025
Gemma 3 Technical Report
Gemma 3 Technical Report
Gemma Team
Aishwarya B Kamath
Johan Ferret
Shreya Pathak
Nino Vieillard
...
Harshal Tushar Lehri
Hussein Hazimeh
Ian Ballantyne
Idan Szpektor
Ivan Nardini
VLM
161
100
0
25 Mar 2025
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
Michael Tschannen
A. Gritsenko
Xiao Wang
Muhammad Ferjad Naeem
Ibrahim Alabdulmohsin
...
Basil Mustafa
Olivier J. Hénaff
Jeremiah Harmsen
Andreas Steiner
Xiaohua Zhai
VLM
127
67
0
21 Feb 2025
From Matching to Generation: A Survey on Generative Information Retrieval
From Matching to Generation: A Survey on Generative Information Retrieval
Xiaoxi Li
Jiajie Jin
Yujia Zhou
Yuyao Zhang
Peitian Zhang
Yutao Zhu
Zhicheng Dou
3DV
159
56
0
23 Apr 2024
Gorilla: Large Language Model Connected with Massive APIs
Gorilla: Large Language Model Connected with Massive APIs
Shishir G. Patil
Tianjun Zhang
Xin Wang
Joseph E. Gonzalez
ELM
CLL
ALM
SyDa
78
552
0
24 May 2023
Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design
Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design
Ibrahim Alabdulmohsin
Xiaohua Zhai
Alexander Kolesnikov
Lucas Beyer
VLM
97
63
0
22 May 2023
Sigmoid Loss for Language Image Pre-Training
Sigmoid Loss for Language Image Pre-Training
Xiaohua Zhai
Basil Mustafa
Alexander Kolesnikov
Lucas Beyer
CLIP
VLM
171
1,138
0
27 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey
Retrieving Multimodal Information for Augmented Generation: A Survey
Ruochen Zhao
Hailin Chen
Weishi Wang
Fangkai Jiao
Do Xuan Long
...
Bosheng Ding
Xiaobao Guo
Minzhi Li
Xingxuan Li
Shafiq Joty
84
86
0
20 Mar 2023
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late
  Interaction
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
Keshav Santhanam
Omar Khattab
Jon Saad-Falcon
Christopher Potts
Matei A. Zaharia
81
407
0
02 Dec 2021
Learning Transferable Visual Models From Natural Language Supervision
Learning Transferable Visual Models From Natural Language Supervision
Alec Radford
Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
...
Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
CLIP
VLM
900
29,372
0
26 Feb 2021
1