v1v2 (latest)

Knowledge Enhanced Contextual Word Representations

9 September 2019

Papers citing "Knowledge Enhanced Contextual Word Representations"

50 / 350 papers shown

Title
On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations Roy Schwartz Gabriel Stanovsky 102 26 0 27 Apr 2022
KALA: Knowledge-Augmented Language Model Adaptation Minki Kang Jinheon Baek Sung Ju Hwang VLM KELM 100 36 0 22 Apr 2022
K-LITE: Learning Transferable Visual Models with External Knowledge Sheng Shen Chunyuan Li Xiaowei Hu Jianwei Yang Yujia Xie ... Ce Liu Kurt Keutzer Trevor Darrell Anna Rohrbach Jianfeng Gao CLIP VLM 70 85 0 20 Apr 2022
FREDA: Flexible Relation Extraction Data Annotation Michael Strobl Amine Trabelsi Osmar Zaiane 43 0 0 14 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 98 187 0 12 Apr 2022
Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem Khalil Mrini Shaoliang Nie Jiatao Gu Sinong Wang Maziar Sanjabi Hamed Firooz 79 19 0 12 Apr 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition Yuxuan Chen Jonas Mikkelsen Arne Binder Christoph Alt Leonhard Hennig 65 2 0 11 Apr 2022
Modeling Multi-Granularity Hierarchical Features for Relation Extraction Xinnian Liang Shuangzhi Wu Mu Li Zhoujun Li 49 11 0 09 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 85 14 0 06 Apr 2022
Evaluation of Fake News Detection with Knowledge-Enhanced Language Models Chenxi Whitehouse Tillman Weyde Pranava Madhyastha N. Komninos 81 27 0 01 Apr 2022
ANNA: Enhanced Language Representation for Question Answering Changwook Jun Hansol Jang Myoseop Sim Hyun Kim Jooyoung Choi Kyungkoo Min Kyunghoon Bae 73 8 0 28 Mar 2022
Knowledge Mining with Scene Text for Fine-Grained Recognition Hao Wang Junchao Liao Tianheng Cheng Zewen Gao Hao Liu Bo Ren X. Bai Wenyu Liu 68 15 0 27 Mar 2022
Graph-Text Multi-Modal Pre-training for Medical Representation Learning Sungjin Park Seongsu Bae Jiho Kim Tackeun Kim Edward Choi 27 18 0 18 Mar 2022
DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection Nic Jedema Thuy Vu Manish Gupta Alessandro Moschitti 43 1 0 17 Mar 2022
ECOLA: Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations Zhen Han Ruotong Liao Jindong Gu Yao Zhang Zifeng Ding Yujia Gu Heinz Koeppl Hinrich Schütze Volker Tresp 85 10 0 17 Mar 2022
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-modal Knowledge Transfer Woojeong Jin Dong-Ho Lee Chenguang Zhu Jay Pujara Xiang Ren CLIP VLM 75 10 0 14 Mar 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification Yucheng Zhou Tao Shen Xiubo Geng Guodong Long Daxin Jiang 112 60 0 04 Mar 2022
PKGM: A Pre-trained Knowledge Graph Model for E-commerce Application Wen Zhang Chi-Man Wong Ganqinag Ye Bo Wen Hongting Zhou Wei Zhang Hua-zeng Chen 42 0 0 02 Mar 2022
EPPAC: Entity Pre-typing Relation Classification with Prompt AnswerCentralizing Jiejun Tan Wenbin Hu Weiwei Liu 86 1 0 01 Mar 2022
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models Deming Ye Yankai Lin Peng Li Maosong Sun Zhiyuan Liu KELM 50 11 0 27 Feb 2022
A Generative Model for Relation Extraction and Classification Jian Ni Gaetano Rossiello A. Gliozzo Radu Florian 42 5 0 26 Feb 2022
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs Wen Zhang Xian-gan Chen Zhen Yao Yin Hua Yushan Zhu ... Yajing Xu Ningyu Zhang Zonggang Yuan Feiyu Xiong Huajun Chen 65 14 0 25 Feb 2022
A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models Da Yin Li Dong Hao Cheng Xiaodong Liu Kai-Wei Chang Furu Wei Jianfeng Gao KELM 73 34 0 17 Feb 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? Buse Giledereli Guoji Fu Mrinmaya Sachan KELM 123 1 0 02 Feb 2022
Relational Memory Augmented Language Models Qi Liu Dani Yogatama Phil Blunsom KELM RALM 128 32 0 24 Jan 2022
OntoProtein: Protein Pretraining With Gene Ontology Embedding Ningyu Zhang Zhen Bi Xiaozhuan Liang Shuyang Cheng Haosen Hong Shumin Deng J. Lian Qiang Zhang Huajun Chen 186 97 0 23 Jan 2022
Kformer: Knowledge Injection in Transformer Feed-Forward Layers Yunzhi Yao Shaohan Huang Li Dong Furu Wei Huajun Chen Ningyu Zhang KELM MedIm 87 42 0 15 Jan 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 173 151 0 14 Jan 2022
Does Entity Abstraction Help Generative Transformers Reason? Nicolas Angelard-Gontier Siva Reddy C. Pal 77 5 0 05 Jan 2022
Budget Sensitive Reannotation of Noisy Relation Classification Data Using Label Hierarchy Akshay Parekh Ashish Anand Amit Awekar 26 0 0 26 Dec 2021
Learning Rich Representation of Keyphrases from Text Mayank Kulkarni Debanjan Mahata Ravneet Arora Rajarshi Bhowmik VLM 76 68 0 16 Dec 2021
Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training Ganqiang Ye Wen Zhang Zhen Bi Chi-Man Wong Chen Hui Huajun Chen 36 3 0 08 Dec 2021
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding Taolin Zhang Chengyu Wang Nan Hu Minghui Qiu Chengguang Tang Xiaofeng He Jun Huang KELM VLM 73 30 0 02 Dec 2021
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples Linlin Liu Xin Li Ruidan He Lidong Bing Shafiq Joty Luo Si KELM 128 18 0 22 Nov 2021
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories Wenlin Yao Xiaoman Pan Lifeng Jin Jianshu Chen Dian Yu Dong Yu 46 7 0 27 Oct 2021
SYNERGY: Building Task Bots at Scale Using Symbolic Knowledge and Machine Teaching Baolin Peng Chunyuan Li Zhu Zhang Jinchao Li Chenguang Zhu Jianfeng Gao 102 3 0 21 Oct 2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 93 46 0 16 Oct 2021
Prix-LM: Pretraining for Multilingual Knowledge Base Construction Wenxuan Zhou Fangyu Liu Ivan Vulić Nigel Collier Muhao Chen KELM 127 19 0 16 Oct 2021
Metadata Shaping: Natural Language Annotations for the Tail Simran Arora Sen Wu Enci Liu Christopher Ré 64 0 0 16 Oct 2021
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka 78 31 0 15 Oct 2021
Cross-Lingual Fine-Grained Entity Typing N. Selvaraj Yasumasa Onoe Greg Durrett 47 2 0 15 Oct 2021
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification Sosuke Nishikawa Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen VLM 87 5 0 15 Oct 2021
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Fei Sha William W. Cohen RALM 91 47 0 12 Oct 2021
Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy Yi Zhou Danushka Bollegala 75 9 0 05 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 82 6 0 01 Oct 2021
K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering Fu Sun Feng-Lin Li Ruize Wang Qianglong Chen Xingyi Cheng Ji Zhang VLM KELM 69 4 0 22 Sep 2021
Relation-Guided Pre-Training for Open-Domain Question Answering Ziniu Hu Yizhou Sun Kai-Wei Chang RALM OnRL 73 6 0 21 Sep 2021
Knowledge-Enhanced Evidence Retrieval for Counterargument Generation Yohan Jo Haneul Yoo Jinyeong Bak Alice Oh Chris Reed Eduard H. Hovy RALM 92 12 0 19 Sep 2021
Towards Automatic Bias Detection in Knowledge Graphs Daphna Keidar Mian Zhong Ce Zhang Yash Raj Shrestha B. Paudel 102 11 0 19 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 208 112 0 13 Sep 2021