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Knowledge Enhanced Contextual Word Representations

9 September 2019

Papers citing "Knowledge Enhanced Contextual Word Representations"

50 / 350 papers shown

Title
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models Joel Barmettler Abraham Bernstein Luca Rossetto KELM 3DV 56 0 0 10 Apr 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 71 2 0 27 Mar 2025
Query Brand Entity Linking in E-Commerce Search Dong Liu Sreyashi Nag 78 0 0 03 Feb 2025
CPTuning: Contrastive Prompt Tuning for Generative Relation Extraction Jiaxin Duan Fengyu Lu Junfei Liu 90 0 0 04 Jan 2025
Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation Seongsu Ha Chaeyun Kim Donghwa Kim Junho Lee Sangho Lee Joonseok Lee 115 4 0 03 Nov 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 111 1 0 07 Sep 2024
Enhancing Natural Language Inference Performance with Knowledge Graph for COVID-19 Automated Fact-Checking in Indonesian Language Arief Purnama Muharram Ayu Purwarianti 69 2 0 22 Aug 2024
Generalized knowledge-enhanced framework for biomedical entity and relation extraction Chandrajit Bajaj Phuong Le 53 1 0 13 Aug 2024
Recent Advances in Multi-Choice Machine Reading Comprehension: A Survey on Methods and Datasets Shima Foolad Kourosh Kiani R. Rastgoo FaML 89 0 0 04 Aug 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs Elan Markowitz Anil Ramakrishna Jwala Dhamala Ninareh Mehrabi Charith Peris Rahul Gupta Kai-Wei Chang Aram Galstyan LRM 114 9 0 31 Jul 2024
Think-on-Graph 2.0: Deep and Interpretable Large Language Model Reasoning with Knowledge Graph-guided Retrieval Shengjie Ma Chengjin Xu Xuhui Jiang Muzhi Li Huaren Qu Jian Guo ReLM LRM RALM 3DV 110 18 0 15 Jul 2024
Combining Knowledge Graphs and Large Language Models Amanda Kau Xuzeng He Aishwarya Nambissan Aland Astudillo Hui Yin Amir Aryani 98 17 0 09 Jul 2024
Knowledge-based Consistency Testing of Large Language Models Sai Sathiesh Rajan E. Soremekun Sudipta Chattopadhyay 90 6 0 03 Jul 2024
Fine-Grained Scene Image Classification with Modality-Agnostic Adapter Yiqun Wang Zhao Zhou Xiangcheng Du Xingjiao Wu Yingbin Zheng Cheng Jin 79 0 0 03 Jul 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 211 3 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 55 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 63 1 0 19 Jun 2024
SememeLM: A Sememe Knowledge Enhanced Method for Long-tail Relation Representation Shuyi Li Shaojuan Wu Xiaowang Zhang Zhiyong Feng 94 0 0 13 Jun 2024
Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking Zefeng Zhang Shuaiyi Nie Chuang Zhang Yunzhi Liang Wenyuan Zhang Siqi Wang Tingwen Liu OT 99 3 0 04 Jun 2024
PromptLink: Leveraging Large Language Models for Cross-Source Biomedical Concept Linking Yuzhang Xie Jiaying Lu Joyce C. Ho Fadi B Nahab Xiao Hu Carl Yang 73 4 0 13 May 2024
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies Zhongrui Gui Shuyang Sun Runjia Li Jianhao Yuan Zhaochong An Karsten Roth Ameya Prabhu Philip Torr VLM CLL 76 7 0 15 Apr 2024
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism Shuzhou Yuan Michael Farber 62 2 0 10 Apr 2024
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs Cheng Jiayang Lin Qiu Chunkit Chan Xin Liu Yangqiu Song Zheng Zhang 96 10 0 30 Mar 2024
Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning Qinhao Zhou Zihan Zhang Xiang Xiang Ke Wang Yuchuan Wu Yongbin Li LLMAG LRM 83 5 0 29 Mar 2024
A Stochastic Quasi-Newton Method for Non-convex Optimization with Non-uniform Smoothness Zhenyu Sun Ermin Wei 113 0 0 22 Mar 2024
KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation Xindi Luo Zequn Sun Jing-xin Zhao Zhe Zhao Wei Hu KELM 69 8 0 22 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 49 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 59 2 0 11 Mar 2024
Online Training of Large Language Models: Learn while chatting Juhao Liang Ziwei Wang Zhuoheng Ma Jianquan Li Zhiyi Zhang Xiangbo Wu Benyou Wang KELM 106 4 0 04 Mar 2024
Question Calibration and Multi-Hop Modeling for Temporal Question Answering Chao Xue Di Liang Pengfei Wang Jing Zhang 77 9 0 20 Feb 2024
Textual Entailment for Effective Triple Validation in Object Prediction Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez KELM 60 1 0 29 Jan 2024
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction Jiangmeng Li Fei Song Yifan Jin Jingyao Wang Changwen Zheng Gang Hua Hui Xiong VLM 126 4 0 25 Jan 2024
Synergizing Machine Learning & Symbolic Methods: A Survey on Hybrid Approaches to Natural Language Processing Rrubaa Panchendrarajan A. Zubiaga 81 10 0 22 Jan 2024
ConcEPT: Concept-Enhanced Pre-Training for Language Models Xintao Wang Zhouhong Gu Jiaqing Liang Dakuan Lu Yanghua Xiao Wei Wang 70 1 0 11 Jan 2024
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs Juraj Vladika Alexander Fichtl Florian Matthes KELM 59 1 0 21 Dec 2023
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang Junnan Dong Hao Chen Daochen Zha Zailiang Yu Xiao Huang KELM RALM 146 11 0 11 Dec 2023
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 120 9 0 05 Dec 2023
A Cross Attention Approach to Diagnostic Explainability using Clinical Practice Guidelines for Depression Sumit Dalal Deepa Tilwani Kaushik Roy Manas Gaur Sarika Jain V. Shalin Amit P. Sheth 77 6 0 23 Nov 2023
Noise in Relation Classification Dataset TACRED: Characterization and Reduction Akshay Parekh Ashish Anand Amit Awekar 58 0 0 21 Nov 2023
CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation Harshvardhan Srivastava Kanav Pruthi Soumen Chakrabarti Mausam 84 1 0 14 Nov 2023
KTRL+F: Knowledge-Augmented In-Document Search Hanseok Oh Haebin Shin Miyoung Ko Hyunji Lee Minjoon Seo 60 3 0 14 Nov 2023
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 106 97 0 14 Nov 2023
Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding Ruyao Xu Taolin Zhang Chengyu Wang Zhongjie Duan Cen Chen Minghui Qiu Dawei Cheng Xiaofeng He Weining Qian 70 1 0 12 Nov 2023
SpEL: Structured Prediction for Entity Linking Hassan S. Shavarani Anoop Sarkar 118 12 0 23 Oct 2023
Chain-of-Thought Tuning: Masked Language Models can also Think Step By Step in Natural Language Understanding Caoyun Fan Jidong Tian Yitian Li Wenqing Chen Hao He Yaohui Jin LRM 71 4 0 18 Oct 2023
GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models Yuanchun Shen Ruotong Liao Zhen Han Yunpu Ma Volker Tresp 80 1 0 12 Oct 2023
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment Boyang Xue Weichao Wang Hongru Wang Fei Mi Rui Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu Kam-Fai Wong KELM HILM 299 18 0 12 Oct 2023
RelBERT: Embedding Relations with Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert KELM 80 1 0 30 Sep 2023
Enhancing PLM Performance on Labour Market Tasks via Instruction-based Finetuning and Prompt-tuning with Rules Jarno Vrolijk David Graus 46 2 0 31 Aug 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges Jeff Z. Pan Simon Razniewski Jan-Christoph Kalo Sneha Singhania Jiaoyan Chen ... Gerard de Melo A. Bonifati Edlira Vakaj M. Dragoni D. Graux KELM 91 78 0 11 Aug 2023