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Knowledge Enhanced Contextual Word Representations

9 September 2019

Papers citing "Knowledge Enhanced Contextual Word Representations"

50 / 350 papers shown

Title
Protein Language Models and Structure Prediction: Connection and Progression Bozhen Hu Jun Xia Jiangbin Zheng Cheng Tan Yufei Huang Yongjie Xu Stan Z. Li 70 41 0 30 Nov 2022
AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model Yongyu Yan Kui Xue Xiaoming Shi Qi Ye Jingping Liu Tong Ruan CLL 71 2 0 21 Nov 2022
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge Yongqian Li Jiaoyan Chen Hai-Tao Zheng Tianyu Yu Xi Chen Haitao Zheng 82 14 0 20 Nov 2022
Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval Taiqiang Wu Xingyu Bai Weigang Guo Weijie Liu Siheng Li Yujiu Yang 85 16 0 20 Nov 2022
A survey on knowledge-enhanced multimodal learning Maria Lymperaiou Giorgos Stamou 159 15 0 19 Nov 2022
Entity-Assisted Language Models for Identifying Check-worthy Sentences Ting-Han Su Craig Macdonald I. Ounis 32 0 0 19 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 160 137 0 11 Nov 2022
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification Yongbin Li Canran Xu Guodong Long Tao Shen Chongyang Tao Jing Jiang 73 1 0 11 Nov 2022
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language Denys Amore Bondarenko Roger Ferrod Luigi Di Caro 43 1 0 09 Nov 2022
Contextual information integration for stance detection via cross-attention Tilman Beck Andreas Waldis Iryna Gurevych 55 12 0 03 Nov 2022
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan Wenlin Yao Hongming Zhang Dian Yu Dong Yu Jianshu Chen KELM 296 25 0 28 Oct 2022
Towards Language-driven Scientific AI José Manuél Gómez-Pérez 47 0 0 27 Oct 2022
Adapters for Enhanced Modeling of Multilingual Knowledge and Text Buse Giledereli Wenxiang Jiao Mei-Jun Liu Carl Allen Zhaopeng Tu Mrinmaya Sachan 86 11 0 24 Oct 2022
Language Model Pre-Training with Sparse Latent Typing Liliang Ren Zixuan Zhang H. Wang Clare R. Voss Chengxiang Zhai Heng Ji 95 3 0 23 Oct 2022
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching Chenxi Whitehouse Fenia Christopoulou Ignacio Iacobacci 106 9 0 22 Oct 2022
Spectrum-BERT: Pre-training of Deep Bidirectional Transformers for Spectral Classification of Chinese Liquors Yansong Wang Yundong Sun Yan-Jiao Fu Dongjie Zhu Zhaoshuo Tian 46 6 0 22 Oct 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training Abhilash Shankarampeta Vivek Gupta Shuo Zhang LMTD RALM ReLM 139 6 0 21 Oct 2022
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation Zekun Li Jina Kim Yao-Yi Chiang Muhao Chen 133 31 0 21 Oct 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining Nafis Sadeq Canwen Xu Julian McAuley 95 13 0 21 Oct 2022
Cross-Domain Aspect Extraction using Transformers Augmented with Knowledge Graphs Phillip Howard Arden Ma Vasudev Lal A. Simões Daniel Korat Oren Pereg Moshe Wasserblat Gadi Singer 54 12 0 18 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 101 204 0 17 Oct 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding Jiadong Wang Wenkang Huang Qiuhui Shi Hongbin Wang Minghui Qiu Xiang Li Ming Gao KELM VLM 90 19 0 16 Oct 2022
Temporal Word Meaning Disambiguation using TimeLMs Mihir Godbole Parth Dandavate Aditya Kane 74 2 0 15 Oct 2022
Knowledge Prompts: Injecting World Knowledge into Language Models through Soft Prompts Cicero Nogueira dos Santos Zhe Dong Daniel Cer John Nham Siamak Shakeri Jianmo Ni Yun-hsuan Sung VLM KELM 80 8 0 10 Oct 2022
KSAT: Knowledge-infused Self Attention Transformer -- Integrating Multiple Domain-Specific Contexts Kaushik Roy Yuxin Zi Vignesh Narayanan Manas Gaur Amit P. Sheth AI4MH 77 12 0 09 Oct 2022
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 106 10 0 08 Oct 2022
Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies José Manuél Gómez-Pérez Andrés García-Silva R. Leone M. Albani Moritz Fontaine C. Poncet L. Summerer A. Donati Ilaria Roma Stefano Scaglioni 63 1 0 07 Oct 2022
The Lifecycle of "Facts": A Survey of Social Bias in Knowledge Graphs Angelie Kraft Ricardo Usbeck KELM 79 9 0 07 Oct 2022
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 311 90 0 07 Oct 2022
The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection Sondre Wold KELM 60 4 0 03 Oct 2022
Lexical semantics enhanced neural word embeddings Dongqiang Yang Ning Li Li Zou Hongwei Ma 67 4 0 03 Oct 2022
Cross-Domain Neural Entity Linking H. Soliman 40 0 0 28 Sep 2022
Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge Zhihong Chen Guanbin Li Xiang Wan 178 73 0 15 Sep 2022
SPOT: Knowledge-Enhanced Language Representations for Information Extraction Jiacheng Li Yannis Katsis Tyler Baldwin Ho-Cheol Kim Andrew Bartko Julian McAuley Chun-Nan Hsu 80 17 0 20 Aug 2022
Ered: Enhanced Text Representations with Entities and Descriptions Qinghua Zhao Shuai Ma Yu Lei 54 1 0 18 Aug 2022
Exploiting Sentiment and Common Sense for Zero-shot Stance Detection Yun Luo Zihan Liu Y. Shi Stan Z Li Yue Zhang 74 32 0 18 Aug 2022
LM-CORE: Language Models with Contextually Relevant External Knowledge Jivat Neet Kaur S. Bhatia Milan Aggarwal Rachit Bansal Balaji Krishnamurthy KELM 83 13 0 12 Aug 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning Qianglong Chen Feng-Lin Li Guohai Xu Ming Yan Ji Zhang Yin Zhang 74 23 0 01 Aug 2022
Neural Knowledge Bank for Pretrained Transformers Damai Dai Wen-Jie Jiang Qingxiu Dong Yajuan Lyu Qiaoqiao She Zhifang Sui KELM 106 21 0 31 Jul 2022
Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency Jin Liu Chongfeng Fan Feng Zhou Huijuan Xu 58 5 0 02 Jul 2022
KE-QI: A Knowledge Enhanced Article Quality Identification Dataset Chunhui Ai Derui Wang Xuemi Yan Yang Xu Wenrui Xie Ziqiang Cao 55 0 0 15 Jun 2022
1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task Zhiyong Wang Ge Zhang Nineli Lashkarashvili 60 3 0 08 Jun 2022
StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes Awantee V. Deshpande Dana Ruiter Marius Mosbach Dietrich Klakow 40 12 0 27 May 2022
Summarization as Indirect Supervision for Relation Extraction Keming Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 80 54 0 19 May 2022
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 97 60 0 17 May 2022
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction Yiwei Wang Muhao Chen Wenxuan Zhou Yujun Cai Yuxuan Liang Bryan Hooi GNN 37 9 0 08 May 2022
Relation Extraction as Open-book Examination: Retrieval-enhanced Prompt Tuning Xiang Chen Lei Li Ningyu Zhang Chuanqi Tan Fei Huang Luo Si Huajun Chen RALM VLM 80 40 0 04 May 2022
Unified Semantic Typing with Meaningful Label Inference James Y. Huang Bangzheng Li Lyne Tchapmi Muhao Chen 88 32 0 04 May 2022
Entity-aware Transformers for Entity Search E. Gerritse Faegheh Hasibi A. D. Vries 72 23 0 02 May 2022
Instilling Type Knowledge in Language Models via Multi-Task QA Shuyang Li Mukund Sridhar Chandan Prakash Jin Cao Wael Hamza Julian McAuley KELM 79 7 0 28 Apr 2022