HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses

Fine-Tuning Language Models from Human Preferences

Original

Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu, Tom B. Brown, Alec Radford, Dario Amodei, Paul Christiano, and Geoffrey Irving. 2020 · 1909

Earlier work this paper cites.

Scaling Laws for Neural Language Models

Original

Jared Kaplan, Sam McCandlish, Tom Henighan, Tom B. Brown, Benjamin Chess, Rewon Child, Scott Gray, Alec Radford, Jeffrey Wu, and Dario Amodei. 2020 · 2001

Earlier work this paper cites.

SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases

Original

Yawei Sun, Lingling Zhang, Gong Cheng, and Yuzhong Qu. 2020 · 2003

Earlier work this paper cites.

Dense Passage Retrieval for Open-Domain Question Answering

Original

Vladimir Karpukhin, Barlas Oğuz, Sewon Min, Patrick Lewis, Ledell Wu, Sergey Edunov, Danqi Chen, and Wen tau Yih. 2020 · 2004

Earlier work this paper cites.

Why Occam’s Razor

Russell K. Standish. 2004 · 2004

Earlier work this paper cites.

On the Spread of Viruses on the Internet. In SODA

Noam Berger, Christian Borgs, Jennifer T. Chayes, and Amin Saberi. 2005 · 2005

Earlier work this paper cites.

Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Original

Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen tau Yih, Tim Rocktäschel, Sebastian Riedel, and Douwe Kiela. 2021 · 2005

Earlier work this paper cites.

KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning

Original

Ye Liu, Yao Wan, Lifang He, Hao Peng, and Philip S. Yu. 2021 · 2009

Earlier work this paper cites.

RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering

Original

Yingqi Qu, Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Wayne Xin Zhao, Daxiang Dong, Hua Wu, and Haifeng Wang. 2021 · 2010

Earlier work this paper cites.

Adam: A Method for Stochastic Optimization. In ICLR

Diederik P. Kingma and Jimmy Ba. 2015 · 2015

Earlier work this paper cites.

Query expansion techniques for information retrieval: A survey

Hiteshwar Kumar Azad and Akshay Deepak. 2019 · 2019

Earlier work this paper cites.

Pytorch: An imperative style, high-performance deep learning library. In NeurIPS

Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, et al · 2019

Earlier work this paper cites.

Preliminary study on the construction of chinese medical knowledge graph

Odmaa BYAMBASUREN, Yunfei YANG, Zhi-fang SUI, Damai DAI, Baobao CHANG, Sujian LI, and Hongying ZAN. 2020 · 2020

Earlier work this paper cites.

Factual Error Correction for Abstractive Summarization Models. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) . Association for Computational Linguistics, Online, 6251–6258

Meng Cao, Yue Dong, Jiapeng Wu, and Jackie Chi Kit Cheung. 2020 · 2020

Earlier work this paper cites.

Building a Pediatric Medical Corpus: Word Segmentation and Named Entity Annotation. In Workshop on Chinese Lexical Semantics . 652–664

Zan Hongying, Li Wenxin, Zhang Kunli, Ye Yajuan, Chang Baobao, and Sui Zhifang. 2020 · 2020

Earlier work this paper cites.

Contrastive Representation Learning: A Framework and Review

Phuc H. Le-Khac, Graham Healy, and Alan F. Smeaton. 2020 · 2020

Earlier work this paper cites.

DNA mismatch repair promotes APOBEC3-mediated diffuse hypermutation in human cancers

David Mas-Ponte and Fran Supek. 2020 · 2020

Earlier work this paper cites.

IEEE (2020)

Ridho Reinanda, Edgar Meij, and Maarten de Rijke. 2020 · 2020

Earlier work this paper cites.

UnitedQA: A Hybrid Approach for Open Domain Question Answering

Original

Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, and Jianfeng Gao. 2021 · 2021

Earlier work this paper cites.

A global overview of genetically interpretable multimorbidities among common diseases in the UK Biobank

Guiying Dong, Jianfeng Feng, Fengzhu Sun, Jingqi Chen, and Xing-Ming Zhao. 2021 · 2021

Earlier work this paper cites.

A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

Shaoxiong Ji, Shirui Pan, Erik Cambria, Pekka Marttinen, and Philip S. Yu. 2022 · 2021

Earlier work this paper cites.

Unified Named Entity Recognition as Word-Word Relation Classification

Original

Jingye Li, Hao Fei, Jiang Liu, Shengqiong Wu, Meishan Zhang, Chong Teng, Donghong Ji, and Fei Li. 2021 · 2021

Earlier work this paper cites.

Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering

Original

Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, and Tat-Seng Chua. 2021 · 2021

Earlier work this paper cites.

Mapping clustered mutations in cancer reveals APOBEC3 mutagenesis of ecDNA

Erik N. Bergstrom, Jens Luebeck, Mia Petljak, Azhar Khandekar, Mark Barnes, Tongwu Zhang, Christopher D. Steele, Nischalan Pillay, Maria Teresa Landi, Vineet Bafna, Paul S. Mischel, Reuben S. Harris, and Ludmil B. Alexandrov. 2022 · 2022

Earlier work this paper cites.

Rethinking with Retrieval: Faithful Large Language Model Inference

Original

Hangfeng He, Hongming Zhang, and Dan Roth. 2022 · 2022

Earlier work this paper cites.

Foresight – Generative Pretrained Transformer (GPT) for Modelling of Patient Timelines using EHRs

Zeljko Kraljevic, Dan Bean, Anthony Shek, Rebecca Bendayan, Harry Hemingway, JoshuaAu Yeung, Alexander Deng, Alfie Baston, Jack Ross, Esther Idowu, JamesT Teo, and RichardJ Dobson. 2022 · 2022

Earlier work this paper cites.

Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning. In SIGKDD

Rongfan Li, Ting Zhong, Xinke Jiang, Goce Trajcevski, Jin Wu, and Fan Zhou. 2022 · 2022

Earlier work this paper cites.

Introducing ChatGPT

OpenAI. 2022 · 2022

Earlier work this paper cites.

Evidence-aware Document-level Relation Extraction. In Proceedings of the 31st ACM International Conference on Information & Knowledge Management (Atlanta, GA, USA) (CIKM ’22) . Association for Computing Machinery, New York, NY, USA, 2311–2320

Tianyu Xu, Wen Hua, Jianfeng Qu, Zhixu Li, Jiajie Xu, An Liu, and Lei Zhao. 2022 · 2022

Cited alongside, same era.

KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering

Original

Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, and Michael Zeng. 2022 · 2022

Cited alongside, same era.

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) . Association for Computational Linguistics, Dublin, Ireland, 7888–7915

Ningyu Zhang, Mosha Chen, Zhen Bi, Xiaozhuan Liang, Lei Li, Xin Shang, Kangping Yin, Chuanqi Tan, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, and Qingcai Chen. 2022 · 2022

Cited alongside, same era.

IvyGPT: InteractiVe Chinese pathwaY language model in medical domain

Rongsheng Wang, Yaofei Duan, ChanTong Lam, JiexiChenandJiangsheng Xu, Haoming Chen, Xiaohong Liu, PatrickCheong-Iao Pang, and Tao Tan. 2023b · 2023

Closest in time.

Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Original

Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc Le, and Denny Zhou. 2023 · 2023

Closest in time.

MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models

Original

Yilin Wen, Zifeng Wang, and Jimeng Sun. 2023 · 2023

Closest in time.

C-Pack: Packaged Resources To Advance General Chinese Embedding

Original

Shitao Xiao, Zheng Liu, Peitian Zhang, and Niklas Muennighoff. 2023 · 2023

Closest in time.

DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task