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Knowledge Enhanced Contextual Word Representations

9 September 2019

Papers citing "Knowledge Enhanced Contextual Word Representations"

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Title
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation Leyang Cui Yu-Huan Wu Shujie Liu Yue Zhang 146 23 0 12 Sep 2021
ReasonBERT: Pre-trained to Reason with Distant Supervision Xiang Deng Yu-Chuan Su Alyssa Lees You Wu Cong Yu Huan Sun ReLM RALM OffRL LRM 85 32 0 10 Sep 2021
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT Zaiqiao Meng Fangyu Liu T. H. Clark Ehsan Shareghi Nigel Collier MoE 88 37 0 10 Sep 2021
Pre-train or Annotate? Domain Adaptation with a Constrained Budget Fan Bai Alan Ritter Wei Xu 108 32 0 10 Sep 2021
KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs Yinquan Lu H. Lu Guirong Fu Qun Liu KELM 46 34 0 09 Sep 2021
Highly Parallel Autoregressive Entity Linking with Discriminative Correction Nicola De Cao Wilker Aziz Ivan Titov 109 37 0 08 Sep 2021
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval Zhiqi Huang Hamed Bonab Sheikh Muhammad Sarwar Razieh Rahimi James Allan 95 11 0 07 Sep 2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Wanyun Cui Xingran Chen 90 6 0 06 Sep 2021
Does Knowledge Help General NLU? An Empirical Study Ruochen Xu Yuwei Fang Chenguang Zhu Michael Zeng ELM 70 9 0 01 Sep 2021
Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution Klim Zaporojets Johannes Deleu Yiwei Jiang Thomas Demeester Chris Develder 128 10 0 30 Aug 2021
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations Pedro Colon-Hernandez Yida Xin H. Lieberman Catherine Havasi C. Breazeal Peter Chin GAN KELM 46 3 0 30 Aug 2021
AR-BERT: Aspect-relation enhanced Aspect-level Sentiment Classification with Multi-modal Explanations Sk Mainul Islam Sourangshu Bhattacharya 58 12 0 26 Aug 2021
Knowledge Perceived Multi-modal Pretraining in E-commerce Yushan Zhu Huaixiao Tou Wen Zhang Ganqiang Ye Hui Chen Ningyu Zhang Huajun Chen 92 33 0 20 Aug 2021
SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining Taolin Zhang Zerui Cai Chengyu Wang Minghui Qiu Bite Yang Xiaofeng He AI4MH 73 54 0 20 Aug 2021
Complex Knowledge Base Question Answering: A Survey Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 119 89 0 15 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 103 270 0 12 Aug 2021
Vision Transformer with Progressive Sampling Xiaoyu Yue Shuyang Sun Zhanghui Kuang Meng Wei Philip Torr Wayne Zhang Dahua Lin ViT 89 85 0 03 Aug 2021
Towards Continual Entity Learning in Language Models for Conversational Agents R. Gadde I. Bulyko KELM 62 1 0 30 Jul 2021
CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision Zhongyang Li Xiao Ding Kuo Liao Bing Qin Ting Liu CML 107 19 0 21 Jul 2021
Improving Sentence-Level Relation Extraction through Curriculum Learning Seongsik Park Harksoo Kim 55 14 0 20 Jul 2021
Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution S. Verlinden Klim Zaporojets Johannes Deleu Thomas Demeester Chris Develder 81 27 0 05 Jul 2021
ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Yu Sun Shuohuan Wang Shikun Feng Siyu Ding Chao Pang ... Ouyang Xuan Dianhai Yu Hao Tian Hua Wu Haifeng Wang 114 474 0 05 Jul 2021
VOLO: Vision Outlooker for Visual Recognition Li-xin Yuan Qibin Hou Zihang Jiang Jiashi Feng Shuicheng Yan ViT 133 328 0 24 Jun 2021
LV-BERT: Exploiting Layer Variety for BERT Weihao Yu Zihang Jiang Fei Chen Qibin Hou Jiashi Feng MQ 49 0 0 22 Jun 2021
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs Pei Ke Haozhe Ji Yuanyuan Ran Xin Cui Liwei Wang Linfeng Song Xiaoyan Zhu Minlie Huang 111 97 0 19 Jun 2021
Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study Rahul Nadkarni David Wadden Iz Beltagy Noah A. Smith Hannaneh Hajishirzi Tom Hope 84 28 0 17 Jun 2021
Incorporating Word Sense Disambiguation in Neural Language Models Jan Philip Wahle Terry Ruas Norman Meuschke Bela Gipp 67 11 0 15 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 174 862 0 14 Jun 2021
DESCGEN: A Distantly Supervised Dataset for Generating Abstractive Entity Descriptions Weijia Shi Mandar Joshi Luke Zettlemoyer 3DV 50 3 0 09 Jun 2021
BERTnesia: Investigating the capture and forgetting of knowledge in BERT Jonas Wallat Jaspreet Singh Avishek Anand CLL KELM 141 60 0 05 Jun 2021
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models Junyi Li Tianyi Tang Wayne Xin Zhao Zhicheng Wei N. Yuan Ji-Rong Wen 79 49 0 03 Jun 2021
Question Answering Over Temporal Knowledge Graphs Apoorv Saxena Soumen Chakrabarti Partha P. Talukdar AI4MH 118 139 0 03 Jun 2021
Knowledge Inheritance for Pre-trained Language Models Yujia Qin Yankai Lin Jing Yi Jiajie Zhang Xu Han ... Yusheng Su Zhiyuan Liu Peng Li Maosong Sun Jie Zhou VLM 78 50 0 28 May 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference T. Lai Heng Ji ChengXiang Zhai Quan Hung Tran 77 66 0 27 May 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 84 26 0 26 May 2021
SGPT: Semantic Graphs based Pre-training for Aspect-based Sentiment Analysis Yong Qian Zhongqing Wang Rong Xiao Chen Chen Haihong Tang 44 5 0 26 May 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 106 531 0 24 May 2021
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition Shengfei Lyu Xingyu Wu Jinlong Li Qiuju Chen Huanhuan Chen 113 5 0 19 May 2021
Relation Classification with Entity Type Restriction Shengfei Lyu Huanhuan Chen 59 69 0 18 May 2021
Conversational Entity Linking: Problem Definition and Datasets Hideaki Joko Faegheh Hasibi K. Balog A. D. Vries 70 20 0 11 May 2021
ReadTwice: Reading Very Large Documents with Memories Yury Zemlyanskiy Joshua Ainslie Michiel de Jong Philip Pham Ilya Eckstein Fei Sha AIMat RALM 81 18 0 10 May 2021
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model Wen Zhang Chi-Man Wong Ganqiang Ye Bo Wen Wei Zhang Huajun Chen 51 23 0 02 May 2021
Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations Geetanjali Bihani Julia Taylor Rayz 68 13 0 22 Apr 2021
Improving Biomedical Pretrained Language Models with Knowledge Zheng Yuan Yijia Liu Chuanqi Tan Songfang Huang Fei Huang 66 92 0 21 Apr 2021
Re-TACRED: Addressing Shortcomings of the TACRED Dataset George Stoica Emmanouil Antonios Platanios Barnabas Poczos 85 117 0 16 Apr 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors Fenia Christopoulou Makoto Miwa Sophia Ananiadou 109 23 0 16 Apr 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 185 418 0 15 Apr 2021
Static Embeddings as Efficient Knowledge Bases? Philipp Dufter Nora Kassner Hinrich Schütze 65 19 0 14 Apr 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce Song Xu Haoran Li Peng Yuan Yujia Wang Youzheng Wu Xiaodong He Ying Liu Bowen Zhou KELM 91 24 0 14 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 100 51 0 12 Apr 2021