Fetching the paper…
Reading the bibliography…
Large Language Models (LLMs) have demonstrated superior listwise ranking performance.
Rodrigo Frassetto Nogueira and Kyunghyun Cho. 2019 · 1901
Earlier work this paper cites.
Overview of the TREC 2019 deep learning track
Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, and Ellen M. Voorhees. 2020b · 2003
Earlier work this paper cites.
Overview of the TREC 2004 robust track
Ellen M. Voorhees. 2004 · 2004
Earlier work this paper cites.
MS MARCO: A human generated machine reading comprehension dataset
Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, and Li Deng. 2016 · 2016
Earlier work this paper cites.
Trec 2019 news track overview
Ian Soboroff, Shudong Huang, and Donna Harman. 2019 · 2019
Earlier work this paper cites.
Overview of the TREC 2020 deep learning track
Nick Craswell, Bhaskar Mitra, Emine Yilmaz, and Daniel Campos. 2020a · 2020
Earlier work this paper cites.
Document ranking with a pretrained sequence-to-sequence model
Rodrigo Frassetto Nogueira, Zhiying Jiang, Ronak Pradeep, and Jimmy Lin. 2020 · 2020
Earlier work this paper cites.
TREC-COVID: constructing a pandemic information retrieval test collection
Ellen M. Voorhees, Tasmeer Alam, Steven Bedrick, Dina Demner-Fushman, William R. Hersh, Kyle Lo, Kirk Roberts, Ian Soboroff, and Lucy Lu Wang. 2020 · 2020
Earlier work this paper cites.
BEIR: A heterogeneous benchmark for zero-shot evaluation of information retrieval models
Nandan Thakur, Nils Reimers, Andreas Rücklé, Abhishek Srivastava, and Iryna Gurevych. 2021 · 2021
Cited alongside, same era.
Holistic evaluation of language models
Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, and Yuta Koreeda. 2022 · 2022
Cited alongside, same era.
Improving passage retrieval with zero-shot question generation
Devendra Singh Sachan, Mike Lewis, Mandar Joshi, Armen Aghajanyan, Wen-tau Yih, Joelle Pineau, and Luke Zettlemoyer. 2022 · 2022
Cited alongside, same era.
Large language models are effective text rankers with pairwise ranking prompting
Tourrank: Utilizing large language models for documents ranking with a tournament-inspired strategy
Yiqun Chen, Qi Liu, Yi Zhang, Weiwei Sun, Daiting Shi, Jiaxin Mao, and Dawei Yin. 2024 · 2024
Later among the works it cites.
Step-dpo: Step-wise preference optimization for long-chain reasoning of llms
Xin Lai, Zhuotao Tian, Yukang Chen, Senqiao Yang, Xiangru Peng, and Jiaya Jia. 2024 · 2024
Later among the works it cites.
Prp-graph: Pairwise ranking prompting to llms with graph aggregation for effective text re-ranking
Jian Luo, Xuanang Chen, Ben He, and Le Sun. 2024 · 2024
Later among the works it cites.
FIRST: faster improved listwise reranking with single token decoding
Revanth Gangi Reddy, JaeHyeok Doo, Yifei Xu, Md. Arafat Sultan, Deevya Swain, Avirup Sil, and Heng Ji. 2024 · 2024
Later among the works it cites.
BRIGHT: A realistic and challenging benchmark for reasoning-intensive retrieval
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, and Michael Bendersky. 2023 · 2023
Cited alongside, same era.
Direct preference optimization: Your language model is secretly a reward model
Rafael Rafailov, Archit Sharma, Eric Mitchell, Christopher D. Manning, Stefano Ermon, and Chelsea Finn. 2023 · 2023
Cited alongside, same era.
Is chatgpt good at search? investigating large language models as re-ranking agents
Weiwei Sun, Lingyong Yan, Xinyu Ma, Shuaiqiang Wang, Pengjie Ren, Zhumin Chen, Dawei Yin, and Zhaochun Ren. 2023 · 2023
Cited alongside, same era.
Large language models for information retrieval: A survey
Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Zhicheng Dou, and Ji-Rong Wen. 2023 · 2023
Cited alongside, same era.
Rankt5: Fine-tuning T5 for text ranking with ranking losses
Honglei Zhuang, Zhen Qin, Rolf Jagerman, Kai Hui, Ji Ma, Jing Lu, Jianmo Ni, Xuanhui Wang, and Michael Bendersky. 2023b · 2023
Cited alongside, same era.
Lost in the middle: How language models use long contexts
Nelson F. Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang. 2024a
Cited in the paper.
Leveraging passage embeddings for efficient listwise reranking with large language models
Qi Liu, Bo Wang, Nan Wang, and Jiaxin Mao. 2024b
Cited in the paper.
Sliding windows are not the end: Exploring full ranking with long-context large language models
Wenhan Liu, Xinyu Ma, Yutao Zhu, Ziliang Zhao, Shuaiqiang Wang, Dawei Yin, and Zhicheng Dou. 2024c
Cited in the paper.
How to personalize and whether to personalize? candidate documents decide
Wenhan Liu, Yujia Zhou, Yutao Zhu, and Zhicheng Dou. 2024d
Cited in the paper.
Hongjin Su, Howard Yen, Mengzhou Xia, Weijia Shi, Niklas Muennighoff, Han-yu Wang, Haisu Liu, Quan Shi, Zachary S. Siegel, Michael Tang, Ruoxi Sun, Jinsung Yoon, Sercan Ö. Arik, Danqi Chen, and Tao Yu. 2024 · 2024
Later among the works it cites.
Found in the middle: Permutation self-consistency improves listwise ranking in large language models
Raphael Tang, Xinyu Crystina Zhang, Xueguang Ma, Jimmy Lin, and Ferhan Ture. 2024 · 2024
Later among the works it cites.
An llm-based framework for biomedical terminology normalization in social media via multi-agent collaboration
Yongqi Fan, Kui Xue, Zelin Li, Xiaofan Zhang, and Tong Ruan. 2025 · 2025
Closest in time.
Reasonrank: Empowering passage ranking with strong reasoning ability
Wenhan Liu, Xinyu Ma, Weiwei Sun, Yutao Zhu, Yuchen Li, Dawei Yin, and Zhicheng Dou. 2025 · 2025
Closest in time.