Knowledge Enhanced Contextual Word Representations

9 September 2019

Papers citing "Knowledge Enhanced Contextual Word Representations"

50 / 122 papers shown

Title
NeuralKG: An Open Source Library for Diverse Representation Learning of Knowledge Graphs Wen Zhang Xian-gan Chen Zhen Yao Mingyang Chen Yushan Zhu ... Yajing Xu Ningyu Zhang Zonggang Yuan Feiyu Xiong Huajun Chen 29 12 0 25 Feb 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? Yifan Hou Guoji Fu Mrinmaya Sachan KELM 33 1 0 02 Feb 2022
Kformer: Knowledge Injection in Transformer Feed-Forward Layers Yunzhi Yao Shaohan Huang Li Dong Furu Wei Huajun Chen Ningyu Zhang KELM MedIm 26 42 0 15 Jan 2022
Does Entity Abstraction Help Generative Transformers Reason? Nicolas Angelard-Gontier Siva Reddy C. Pal 34 5 0 05 Jan 2022
Learning Rich Representation of Keyphrases from Text Mayank Kulkarni Debanjan Mahata Ravneet Arora Rajarshi Bhowmik VLM 27 65 0 16 Dec 2021
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples Linlin Liu Xin Li Ruidan He Lidong Bing Shafiq R. Joty Luo Si KELM 40 18 0 22 Nov 2021
Prix-LM: Pretraining for Multilingual Knowledge Base Construction Wenxuan Zhou Fangyu Liu Ivan Vulić Nigel Collier Muhao Chen KELM 72 18 0 16 Oct 2021
Metadata Shaping: Natural Language Annotations for the Tail Simran Arora Sen Wu Enci Liu Christopher Ré 32 0 0 16 Oct 2021
A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification Sosuke Nishikawa Ikuya Yamada Yoshimasa Tsuruoka Isao Echizen VLM 43 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 29 46 0 12 Oct 2021
Learning Sense-Specific Static Embeddings using Contextualised Word Embeddings as a Proxy Yi Zhou Danushka Bollegala 31 9 0 05 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 36 4 0 22 Sep 2021
Knowledge-Enhanced Evidence Retrieval for Counterargument Generation Yohan Jo Haneul Yoo Jinyeong Bak Alice H. Oh Chris Reed Eduard H. Hovy RALM 40 12 0 19 Sep 2021
Packed Levitated Marker for Entity and Relation Extraction Deming Ye Yankai Lin Peng Li Maosong Sun 141 106 0 13 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 18 34 0 09 Sep 2021
Highly Parallel Autoregressive Entity Linking with Discriminative Correction Nicola De Cao Wilker Aziz Ivan Titov 39 35 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 37 10 0 07 Sep 2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Wanyun Cui Xingran Chen 22 6 0 06 Sep 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 16 2 0 30 Aug 2021
Knowledge Perceived Multi-modal Pretraining in E-commerce Yushan Zhu Huaixiao Tou Wen Zhang Ganqiang Ye Hui Chen Ningyu Zhang Huajun Chen 28 32 0 20 Aug 2021
CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision Zhongyang Li Xiao Ding Kuo Liao Bing Qin Ting Liu CML 29 17 0 21 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 28 23 0 05 Jul 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 59 95 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 35 27 0 17 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 40 815 0 14 Jun 2021
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference T. Lai Heng Ji ChengXiang Zhai Quan Hung Tran 37 65 0 27 May 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 33 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 25 4 0 26 May 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 41 513 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 32 5 0 19 May 2021
Relation Classification with Entity Type Restriction Shengfei Lyu Huanhuan Chen 22 68 0 18 May 2021
Conversational Entity Linking: Problem Definition and Datasets Hideaki Joko Faegheh Hasibi K. Balog A. D. Vries 21 19 0 11 May 2021
Re-TACRED: Addressing Shortcomings of the TACRED Dataset George Stoica Emmanouil Antonios Platanios Barnabás Póczos 28 112 0 16 Apr 2021
Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors Fenia Christopoulou Makoto Miwa Sophia Ananiadou 34 20 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 38 401 0 15 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 35 24 0 14 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 35 51 0 12 Apr 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola E. Kochkina Lin Gui Maria Liakata Yulan He 88 31 0 16 Feb 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 39 26 0 14 Feb 2021
Typing Errors in Factual Knowledge Graphs: Severity and Possible Ways Out Peiran Yao Denilson Barbosa 34 6 0 03 Feb 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 269 346 0 01 Feb 2021
Combining pre-trained language models and structured knowledge Pedro Colon-Hernandez Catherine Havasi Jason B. Alonso Matthew Huggins C. Breazeal KELM 38 48 0 28 Jan 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Yujia Qin Yankai Lin Ryuichi Takanobu Zhiyuan Liu Peng Li Heng Ji Minlie Huang Maosong Sun Jie Zhou 55 125 0 30 Dec 2020
An Embarrassingly Simple Model for Dialogue Relation Extraction Fuzhao Xue Aixin Sun Hao Zhang Jinjie Ni E. Chng 25 27 0 27 Dec 2020
Modifying Memories in Transformer Models Chen Zhu A. S. Rawat Manzil Zaheer Srinadh Bhojanapalli Daliang Li Felix X. Yu Sanjiv Kumar KELM 23 192 0 01 Dec 2020
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal Heming Ge Siamak Shakeri Rami Al-Rfou 10 38 0 23 Oct 2020
GiBERT: Introducing Linguistic Knowledge into BERT through a Lightweight Gated Injection Method Nicole Peinelt Marek Rei Maria Liakata 22 2 0 23 Oct 2020
Language Models are Open Knowledge Graphs Chenguang Wang Xiao Liu D. Song SSL KELM 26 135 0 22 Oct 2020
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation Laurel J. Orr Megan Leszczynski Simran Arora Sen Wu Neel Guha Xiao Ling Christopher Ré 143 48 0 20 Oct 2020
Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition Yun He Ziwei Zhu Yin Zhang Qin Chen James Caverlee AI4MH 28 108 0 08 Oct 2020