Title
Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Learning Hang Gao Chenhao Zhang Tie Wang Junsuo Zhao Fengge Wu Changwen Zheng Huaping Liu LRM 29 0 0 09 May 2025
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification Yubo Wang Haoyang Li Fei Teng Lei Chen 91 1 0 17 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 153 0 28 Jan 2025
Hengqin-RA-v1: Advanced Large Language Model for Diagnosis and Treatment of Rheumatoid Arthritis with Dataset based Traditional Chinese Medicine Yishen Liu Shengda Luo Zishao Zhong Tongtong Wu J. Zhang Peiyao Ou Yong Liang Liang Liu Hudan Pan LM&MA 38 0 0 05 Jan 2025
ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning Wonduk Seo Zonghao Yuan Yi Bu VLM 48 1 0 02 Jan 2025
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 70 1 0 26 Oct 2024
Understanding Layer Significance in LLM Alignment Guangyuan Shi Zexin Lu Xiaoyu Dong Wenlong Zhang Xuanyu Zhang Yujie Feng Xiao-Ming Wu 48 2 0 23 Oct 2024
Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective Jinhao Li Jiaming Xu Shan Huang Yonghua Chen Wen Li ... Jiayi Pan Li Ding Hao Zhou Yu Wang Guohao Dai 62 15 0 06 Oct 2024
Edu-Values: Towards Evaluating the Chinese Education Values of Large Language Models Peiyi Zhang Yazhou Zhang Bo Wang Lu Rong Jing Qin Jing Qin AI4Ed ELM 47 1 0 19 Sep 2024
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs Mingyi Jia Junwen Duan Yan Song Jianxin Wang 29 7 0 20 Jun 2024
DEPTH: Discourse Education through Pre-Training Hierarchically Zachary Bamberger Ofek Glick Chaim Baskin Yonatan Belinkov 59 0 0 13 May 2024
CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model Zhengpeng Shi Haoran Luo LRM ALM 36 2 0 28 Apr 2024
SOS-1K: A Fine-grained Suicide Risk Classification Dataset for Chinese Social Media Analysis Hongzhi Qi Hanfei Liu Jianqiang Li Qing Zhao Wei-dong Zhai Dan Luo Tianyu He Shuo Liu Bing Xiang Yang Guanghui Fu 29 1 0 19 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 37 7 0 13 Apr 2024
Cross-domain Multi-modal Few-shot Object Detection via Rich Text Zeyu Shangguan Daniel Seita Mohammad Rostami ObjD 52 1 0 24 Mar 2024
LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models Chuang Liu Renren Jin Yuqi Ren Deyi Xiong ELM 35 0 0 19 Mar 2024
CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domain Xin Tong Bo Jin Zhi Lin Binjun Wang Ting Yu Qiang Cheng ELM 17 0 0 11 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 122 364 0 09 Feb 2024
GeoDecoder: Empowering Multimodal Map Understanding Feng Qi Mian Dai Zixian Zheng Chao Wang 23 1 0 26 Jan 2024
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models Xu Yang Yingzhe Peng Haoxuan Ma Shuo Xu Chi Zhang Yucheng Han Hanwang Zhang 32 5 0 15 Dec 2023
Oasis: Data Curation and Assessment System for Pretraining of Large Language Models Tong Zhou Yubo Chen Pengfei Cao Kang Liu Jun Zhao Shengping Liu 19 3 0 21 Nov 2023
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs Junying Chen Xidong Wang Anningzhe Gao Feng Jiang Shunian Chen ... Chuyi Kong Jianquan Li Xiang Wan Haizhou Li Benyou Wang LM&MA 24 61 0 16 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 37 81 0 14 Nov 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh V. Chawla Panpan Xu AI4CE 35 44 0 27 Sep 2023
CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility Guohai Xu Jiayi Liu Mingshi Yan Haotian Xu Jinghui Si ... Rong Zhang Ji Zhang Chao Peng Feiyan Huang Jingren Zhou ALM ELM 31 73 0 19 Jul 2023
GPT-SW3: An Autoregressive Language Model for the Nordic Languages Ariel Ekgren Amaru Cuba Gyllensten Felix Stollenwerk Joey Öhman T. Isbister Evangelia Gogoulou F. Carlsson Alice Heiman Judit Casademont Magnus Sahlgren 27 13 0 22 May 2023
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation Xiaowei Huang Wenjie Ruan Wei Huang Gao Jin Yizhen Dong ... Sihao Wu Peipei Xu Dengyu Wu André Freitas Mustafa A. Mustafa ALM 32 82 0 19 May 2023
Measuring the Instability of Fine-Tuning Yupei Du D. Nguyen 18 4 0 15 Feb 2023
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient Max Ryabinin Tim Dettmers Michael Diskin Alexander Borzunov MoE 22 31 0 27 Jan 2023
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations Linlin Liu Xingxuan Li Megh Thakkar Xin Li Shafiq R. Joty Luo Si Lidong Bing 27 2 0 16 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 17 121 0 11 Nov 2022
Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification Zhipeng Xie Yahe Li 24 0 0 23 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 22 193 0 17 Oct 2022
ERNIE-ViL 2.0: Multi-view Contrastive Learning for Image-Text Pre-training Bin Shan Weichong Yin Yu Sun Hao Tian Hua-Hong Wu Haifeng Wang VLM 22 19 0 30 Sep 2022
Large-scale Knowledge Distillation with Elastic Heterogeneous Computing Resources Ji Liu Daxiang Dong Xi Wang An Qin Xingjian Li P. Valduriez Dejing Dou Dianhai Yu 23 6 0 14 Jul 2022
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval Xiao Dong Xunlin Zhan Yunchao Wei Xiaoyong Wei Yaowei Wang Minlong Lu Xiaochun Cao Xiaodan Liang 19 11 0 17 Jun 2022
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding Wayne Xin Zhao Kun Zhou Zheng Gong Beichen Zhang Yuanhang Zhou Jing Sha Zhigang Chen Shijin Wang Cong Liu Ji-Rong Wen 34 18 0 13 Jun 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 24 52 0 02 Jun 2022
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 58 58 0 17 May 2022
GPT-NeoX-20B: An Open-Source Autoregressive Language Model Sid Black Stella Biderman Eric Hallahan Quentin G. Anthony Leo Gao ... Shivanshu Purohit Laria Reynolds J. Tow Benqi Wang Samuel Weinbach 63 800 0 14 Apr 2022
METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals Payal Bajaj Chenyan Xiong Guolin Ke Xiaodong Liu Di He Saurabh Tiwary Tie-Yan Liu Paul N. Bennett Xia Song Jianfeng Gao 42 32 0 13 Apr 2022
Token Dropping for Efficient BERT Pretraining Le Hou Richard Yuanzhe Pang Tianyi Zhou Yuexin Wu Xinying Song Xiaodan Song Denny Zhou 22 42 0 24 Mar 2022
MarkBERT: Marking Word Boundaries Improves Chinese BERT Linyang Li Yong Dai Duyu Tang Xipeng Qiu Zenglin Xu Shuming Shi VLM 24 11 0 12 Mar 2022
What Makes Reading Comprehension Questions Difficult? Saku Sugawara Nikita Nangia Alex Warstadt Sam Bowman ELM RALM 20 13 0 12 Mar 2022
Context Enhanced Short Text Matching using Clickthrough Data Mao Yan Chen Haiyun Jiang Yujiu Yang 31 4 0 03 Mar 2022
$$\mathcal{Y}$-Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning$ $\mathcal{Y}$ -Tuning: An Efficient Tuning Paradigm for Large-Scale Pre-Trained Models via Label Representation Learning Yitao Liu Chen An Xipeng Qiu 27 17 0 20 Feb 2022
Retrieval-Augmented Reinforcement Learning Anirudh Goyal A. Friesen Andrea Banino T. Weber Nan Rosemary Ke ... Michal Valko Simon Osindero Timothy Lillicrap N. Heess Charles Blundell OffRL 32 53 0 17 Feb 2022
Black-Box Tuning for Language-Model-as-a-Service Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 50 255 0 10 Jan 2022
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Shuohuan Wang Yu Sun Yang Xiang Zhihua Wu Siyu Ding ... Tian Wu Wei Zeng Ge Li Wen Gao Haifeng Wang ELM 33 78 0 23 Dec 2021
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation Junying Chen Dongfang Li Qingcai Chen Wenxiu Zhou Xin Liu MedIm 25 30 0 20 Dec 2021