K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters

5 February 2020

Xuanjing Huang

Papers citing "K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters"

50 / 316 papers shown

Title
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models Joel Barmettler Abraham Bernstein Luca Rossetto KELM 3DV 49 0 0 10 Apr 2025
Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models Haochen Liu Song Wang Chen Chen J. Li RALM KELM 71 0 0 30 Mar 2025
Not All LoRA Parameters Are Essential: Insights on Inference Necessity Guanhua Chen Yutong Yao Ci-Jun Gao Lidia S. Chao Feng Wan Derek F. Wong 39 0 0 30 Mar 2025
Enhancing Domain-Specific Encoder Models with LLM-Generated Data: How to Leverage Ontologies, and How to Do Without Them Marc Felix Brinner Tarek Al Mustafa Sina Zarrieß 39 0 0 27 Mar 2025
Integrating Frequency-Domain Representations with Low-Rank Adaptation in Vision-Language Models Md Azim Khan A. Gangopadhyay Jianwu Wang Robert F. Erbacher VLM 59 0 0 08 Mar 2025
ValuePilot: A Two-Phase Framework for Value-Driven Decision-Making Yitong Luo Hou Hei Lam Ziang Chen Zhenliang Zhang Xue Feng 72 0 0 06 Mar 2025
Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey Zirui Song Bin Yan Yuhan Liu Miao Fang Mingzhe Li Rui Yan Preslav Nakov KELM LM&MA 55 9 0 15 Feb 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 38 0 0 04 Jan 2025
LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Image Chetan Madan Mayuna Gupta Soumen Basu Pankaj Gupta Chetan Arora 90 0 0 30 Nov 2024
Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Alexander Fichtl Juraj Vladika Georg Groh KELM 83 0 0 25 Nov 2024
A Domain-Agnostic Neurosymbolic Approach for Big Social Data Analysis: Evaluating Mental Health Sentiment on Social Media during COVID-19 Vedant Khandelwal Manas Gaur Ugur Kursuncu V. Shalin Amit Sheth 34 2 0 11 Nov 2024
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation Junchen Fu Xuri Ge Xin Xin Alexandros Karatzoglou Ioannis Arapakis Kaiwen Zheng Yongxin Ni J. Jose 23 2 0 05 Nov 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery Yuxun Qu Yongqiang Tang Chenyang Zhang Wensheng Zhang 31 0 0 29 Oct 2024
Dynamic Adaptive Rank Space Exploration for Efficient Sentiment Analysis with Large Language Models Hongcheng Ding Fuzhen Hu Xuanze Zhao Zixiao Jiang Shamsul Nahar Abdullah Deshinta Arrova Dewi 21 0 0 22 Oct 2024
Towards Optimal Adapter Placement for Efficient Transfer Learning Aleksandra I. Nowak Otniel-Bogdan Mercea Anurag Arnab Jonas Pfeiffer Yann N. Dauphin Utku Evci 40 0 0 21 Oct 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection Yiming Li Rui Zhang Hantao Yao X. Zhang Yifan Hao Xinkai Song Xiaqing Li Yongwei Zhao Ling Li Yunji Chen ObjD VLM 37 4 0 11 Oct 2024
LW2G: Learning Whether to Grow for Prompt-based Continual Learning Qian Feng Dawei Zhou Hanbin Zhao Chao Zhang Hui Qian VLM CLL 42 3 0 27 Sep 2024
Effectively Enhancing Vision Language Large Models by Prompt Augmentation and Caption Utilization Minyi Zhao Jie Wang Zerui Li Jiyuan Zhang Zhenbang Sun Shuigeng Zhou MLLM VLM 42 0 0 22 Sep 2024
Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities Anushka Swarup Avanti Bhandarkar Olivia P. Dizon-Paradis Ronald Wilson D. Woodard 38 0 0 07 Sep 2024
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model Chenhan Yuan Fei Huang Ru Peng Keming Lu Bowen Yu Chang Zhou Jingren Zhou KELM 47 0 0 20 Aug 2024
Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation Linghao Zheng Xinyang Pu Feng Xu 34 2 0 16 Aug 2024
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning Jiaqi Wu Junbiao Pang Qingming Huang 31 0 0 08 Aug 2024
Exploiting the Semantic Knowledge of Pre-trained Text-Encoders for Continual Learning Lu Yu Hesong Li Ying Fu Joost van de Weijer Changsheng Xu CLL 55 1 0 02 Aug 2024
Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning Yeongbin Seo Dongha Lee Jinyoung Yeo CLL KELM 98 1 0 24 Jul 2024
Continual Learning for Temporal-Sensitive Question Answering Wanqi Yang Yunqiu Xu Yanda Li Kunze Wang Binbin Huang Ling-Hao Chen CLL 35 3 0 17 Jul 2024
Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification Wenshuo Peng Kaipeng Zhang Yue Yang Hao Zhang Ping Luo VLM 34 2 0 11 Jul 2024
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models Longxiang Tang Zhuotao Tian Kai Li Chunming He Hantao Zhou Hengshuang Zhao Xiu Li Jiaya Jia CLL VLM 42 21 0 07 Jul 2024
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via Adapters Daniil Gurgurov Mareike Hartmann Simon Ostermann 47 7 0 01 Jul 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning Dongyang Li Taolin Zhang Longtao Huang Chengyu Wang Xiaofeng He Hui Xue KELM OffRL 38 0 0 24 Jun 2024
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism Bo Wang Heyan Huang Yixin Cao Jiahao Ying Wei Tang Chong Feng KELM 45 0 0 19 Jun 2024
Are Large Language Models a Good Replacement of Taxonomies? Yushi Sun Hao Xin Kai Sun Yongjun Xu Xiao Yang Xin Luna Dong Nan Tang Lei Chen AI4MH 41 7 0 17 Jun 2024
DIEKAE: Difference Injection for Efficient Knowledge Augmentation and Editing of Large Language Models Alessio Galatolo Meriem Beloucif Katie Winkle 41 0 0 15 Jun 2024
SememeLM: A Sememe Knowledge Enhanced Method for Long-tail Relation Representation Shuyi Li Shaojuan Wu Xiaowang Zhang Zhiyong Feng 46 0 0 13 Jun 2024
GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? Dayoon Ko Jinyoung Kim Hahyeon Choi Gunhee Kim CLL RALM KELM 36 4 0 09 Jun 2024
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 33 5 0 06 Jun 2024
Evaluating Lexicon Incorporation for Depression Symptom Estimation Kirill Milintsevich Gael Dias Kairit Sirts 28 0 0 30 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 59 64 0 25 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 33 23 0 23 Apr 2024
A LayoutLMv3-Based Model for Enhanced Relation Extraction in Visually-Rich Documents Wiam Adnan Joel Tang Yassine Bel Khayat Zouggari S. Laatiri Laurent Lam Fabien Caspani 34 0 0 16 Apr 2024
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism Shuzhou Yuan Michael Farber 40 2 0 10 Apr 2024
IISAN: Efficiently Adapting Multimodal Representation for Sequential Recommendation with Decoupled PEFT Junchen Fu Xuri Ge Xin Xin Alexandros Karatzoglou Ioannis Arapakis Jie Wang Joemon M. Jose 45 18 0 02 Apr 2024
Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning Nick Mecklenburg Yiyou Lin Xiaoxiao Li Daniel Holstein Leonardo Nunes ... Ranveer Chandra Vijay Aski Pavan Kumar Reddy Yannam Tolga Aktas Todd Hendry 16 24 0 30 Mar 2024
KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation Xindi Luo Zequn Sun Jing-xin Zhao Zhe Zhao Wei Hu KELM 24 3 0 22 Mar 2024
A Framework for Portrait Stylization with Skin-Tone Awareness and Nudity Identification Seungkwon Kim Sangyeon Kim Seung-Hun Nam DiffM 34 2 0 21 Mar 2024
Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance Hao Wu Fan Xu Yifan Duan Ziwei Niu Weiyan Wang Gaofeng Lu Kun Wang Keli Zhang Yang Wang DiffM AI4CE 47 8 0 18 Mar 2024
Hiding and Recovering Knowledge in Text-to-Image Diffusion Models via Learnable Prompts Anh-Vu Bui Khanh Doan Trung Le Paul Montague Tamas Abraham Dinh Q. Phung 30 1 0 18 Mar 2024
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models Junbing Yan Chengyu Wang Taolin Zhang Xiao-Mei He Junyuan Huang Longtao Huang Hui Xue Wei Zhang VLM KELM 32 0 0 17 Mar 2024
A Knowledge-Injected Curriculum Pretraining Framework for Question Answering Xin Lin Tianhuang Su Zhenya Huang Shangzi Xue Haifeng Liu Enhong Chen 28 1 0 11 Mar 2024
Infusing Knowledge into Large Language Models with Contextual Prompts Kinshuk Vasisht Balaji Ganesan Vikas Kumar Vasudha Bhatnagar KELM 36 3 0 03 Mar 2024
The Hidden Space of Transformer Language Adapters Jesujoba Oluwadara Alabi Marius Mosbach Matan Eyal Dietrich Klakow Mor Geva 59 8 1 20 Feb 2024