한 포스팅 당 논문 10개 정도씩 보고 넣을 생각이다.
arixv에 아직 안 올려둔 논문이 있어서 정식 proceeding 이 끝나기 전에 볼 수 없는 것도 있다. 그런 거는 pass 이다.
무모해보여도 그냥 계속 보는게 내 아이디어에 좋을 거 같다
ACL 2025 Retrieval 논문 (Main Only) : #1~#10
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(#1) ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision(Dosung Lee, Wonjun Oh, Boyoung Kim, Minyoung Kim, Joonsuk Park, Paul Hongsuck Seo)
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(#2) HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval(Arian Askari, Emmanouil Stergiadis, Ilya Gusev, Moran Beladev)
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(#3) HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases(Meng-Chieh Lee, Qi Zhu, Costas Mavromatis, Zhen Han, Soji Adeshina, Vassilis N. Ioannidis, Huzefa Rangwala, Christos Faloutsos)
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(#4) 😱 Arxiv Link 아직 안 보임.. 😱 Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embedding(Haomiao Tang, Jinpeng Wang, Yuang Peng, GuangHao Meng, Ruisheng Luo, Bin Chen, Long Chen, Yaowei Wang, Shu-Tao Xia)
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(#5) MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation(Chia-Yuan Chang, Zhimeng Jiang, Vineeth Rakesh, Menghai Pan, Chin-Chia Michael Yeh, Guanchu Wang, Mingzhi Hu, Zhichao Xu, Yan Zheng, Mahashweta Das, Na Zou)
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(#6) DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation(Hanghui Guo, Jia Zhu, Shimin Di, Weijie Shi, Zhangze Chen, Jiajie Xu)
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(#7) Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification(Ravi Patel, Angus Brayne, Rogier Hintzen, Daniel Jaroslawicz, Georgiana Neculae, Dane S. Corneil)
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(#8) Hierarchical Document Refinement for Long-context Retrieval-augmented Generation(Jiajie Jin, Xiaoxi Li, Guanting Dong, Yuyao Zhang, Yutao Zhu, Yongkang Wu, Zhonghua Li, YE QI, Zhicheng Dou)
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(#9) 😱 Arxiv Link 아직 안 보임.. 😱 RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation(Guanting Dong, Jiajie Jin, Xiaoxi Li, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen)
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(#10) Progressive Multimodal Reasoning via Active Retrieval(Guanting Dong, Chenghao Zhang, Mengjie Deng, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen)
[#1] ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision
📌 ReSCORE: Label-free Iterative Retriever Training for Multi-hop Question Answering with Relevance-Consistency Supervision(Dosung Lee, Wonjun Oh, Boyoung Kim, Minyoung Kim, Joonsuk Park, Paul Hongsuck Seo)
