SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation

Informed monte carlo tree search for real-time strategy games

Santiago Ontanón. 2016 · 2016

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Mastering the game of go with deep neural networks and tree search

David Silver, Aja Huang, Chris J Maddison, Arthur Guez, Laurent Sifre, George Van Den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Veda Panneershelvam, Marc Lanctot, et al. 2016 · 2016

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Proximal policy optimization algorithms

Original

John Schulman, Filip Wolski, Prafulla Dhariwal, Alec Radford, and Oleg Klimov. 2017 · 2017

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Mastering chess and shogi by self-play with a general reinforcement learning algorithm

Original

David Silver, Thomas Hubert, Julian Schrittwieser, Ioannis Antonoglou, Matthew Lai, Arthur Guez, Marc Lanctot, Laurent Sifre, Dharshan Kumaran, Thore Graepel, Timothy Lillicrap, Karen Simonyan, and Demis Hassabis. 2017 · 2017

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Self-adaptive mcts for general video game playing

Chiara F Sironi, Jialin Liu, Diego Perez-Liebana, Raluca D Gaina, Ivan Bravi, Simon M Lucas, and Mark HM Winands. 2018 · 2018

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ChiMed: A Chinese medical corpus for question answering

Yuanhe Tian, Weicheng Ma, Fei Xia, and Yan Song. 2019 · 2019

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Lora: Low-rank adaptation of large language models

Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen. 2022 · 2022

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Medical question understanding and answering with knowledge grounding and semantic self-supervision

Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter W. Chang, Emilia Farcas, and Ndapa Nakashole. 2022 · 2022

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Training language models to follow instructions with human feedback

Original

Long Ouyang, Jeff Wu, Xu Jiang, Diogo Almeida, Carroll L. Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, John Schulman, Jacob Hilton, Fraser Kelton, Luke Miller, Maddie Simens, Amanda Askell, Peter Welinder, Paul Christiano, Jan Leike, and Ryan Lowe. 2022 · 2022

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Medmcqa: A large-scale multi-subject multi-choice dataset for medical domain question answering

Ankit Pal, Logesh Kumar Umapathi, and Malaikannan Sankarasubbu. 2022 · 2022

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Integrating pretrained language model for dialogue policy evaluation

Hongru Wang, Huimin Wang, Zezhong Wang, and Kam-Fai Wong. 2022 · 2022

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MedConQA: Medical conversational question answering system based on knowledge graphs

Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu, Bin Sun, Shutao Li, and Jun Zhao. 2022 · 2022

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Star: Bootstrapping reasoning with reasoning

Eric Zelikman, Yuhuai Wu, Jesse Mu, and Noah Goodman. 2022 · 2022

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Focus-driven contrastive learning for medical question summarization

Ming Zhang, Shuai Dou, Ziyang Wang, and Yunfang Wu. 2022 · 2022

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RL4F: Generating natural language feedback with reinforcement learning for repairing model outputs

Afra Feyza Akyurek, Ekin Akyurek, Ashwin Kalyan, Peter Clark, Derry Tanti Wijaya, and Niket Tandon. 2023 · 2023

Cited alongside, same era.

A multitask, multilingual, multimodal evaluation of ChatGPT on reasoning, hallucination, and interactivity

Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie, Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, Quyet V. Do, Yan Xu, and Pascale Fung. 2023 · 2023

Cited alongside, same era.

DialCoT meets PPO: Decomposing and exploring reasoning paths in smaller language models

Chengcheng Han, Xiaowei Du, Che Zhang, Yixin Lian, Xiang Li, Ming Gao, and Baoyuan Wang. 2023 · 2023

Cited alongside, same era.

Prompt-based Monte-Carlo tree search for goal-oriented dialogue policy planning

Xiao Yu, Maximillian Chen, and Zhou Yu. 2023 · 2023

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Scaling relationship on learning mathematical reasoning with large language models

Original

Zheng Yuan, Hongyi Yuan, Chengpeng Li, Guanting Dong, Chuanqi Tan, and Chang Zhou. 2023 · 2023

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Almanac: Retrieval-augmented language models for clinical medicine

Original

Cyril Zakka, Akash Chaurasia, Rohan Shad, Alex R. Dalal, Jennifer L. Kim, Michael Moor, Kevin Alexander, Euan Ashley, Jack Boyd, Kathleen Boyd, Karen Hirsch, Curt Langlotz, Joanna Nelson, and William Hiesinger. 2023 · 2023

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Language agent tree search unifies reasoning acting and planning in language models

Original

Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, and Yu-Xiong Wang. 2023 · 2023

Later among the works it cites.