Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge

20 November 2022

Tianyu Yu

Papers citing "Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge"

36 / 36 papers shown

Title
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning Yangning Li Zihua Lan Lv Qingsong Hai-Tao Zheng Hai-Tao Zheng 85 0 0 09 Apr 2025
Supervised Contrastive Learning with Hard Negative Samples Ruijie Jiang Thuan Q. Nguyen Prakash Ishwar Shuchin Aeron 51 18 0 31 Aug 2022
Contrastive Learning with Hard Negative Entities for Entity Set Expansion Hai-Tao Zheng Yongqian Li Yuxin He Tianyu Yu Ying Shen Haitao Zheng 46 32 0 16 Apr 2022
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking Hai-Tao Zheng Qingyu Zhou Yongqian Li Zhongli Li Ruiyang Liu Rongyi Sun Zizhen Wang Chao Li Yunbo Cao Haitao Zheng 114 70 0 02 Mar 2022
BERTMap: A BERT-based Ontology Alignment System Yuan He Jiaoyan Chen Denvar Antonyrajah Ian Horrocks 88 82 0 05 Dec 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees Jiangang Bai Yujing Wang Yiren Chen Yaming Yang Jing Bai Jiahao Yu Yunhai Tong 66 104 0 07 Mar 2021
Open Knowledge Graphs Canonicalization using Variational Autoencoders Sarthak Dash Gaetano Rossiello Nandana Mihindukulasooriya S. Bagchi A. Gliozzo BDL 53 15 0 08 Dec 2020
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 70 219 0 02 Nov 2020
Contrastive Learning with Hard Negative Samples Joshua Robinson Ching-Yao Chuang S. Sra Stefanie Jegelka SSL 134 778 0 09 Oct 2020
CoLAKE: Contextualized Language and Knowledge Embedding Tianxiang Sun Yunfan Shao Xipeng Qiu Qipeng Guo Yaru Hu Xuanjing Huang Zheng Zhang KELM 92 183 0 01 Oct 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 358 18,739 0 13 Feb 2020
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 87 553 0 05 Feb 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 196 12,073 0 13 Nov 2019
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang Tianyu Gao Zhaocheng Zhu Zhengyan Zhang Zhiyuan Liu Juan-Zi Li Jian Tang 93 664 0 13 Nov 2019
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner Hinrich Schütze 68 323 0 08 Nov 2019
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 303 789 0 17 Sep 2019
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity John Wieting Taylor Berg-Kirkpatrick Kevin Gimpel Graham Neubig AAML 79 166 0 14 Sep 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 277 658 0 09 Sep 2019
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Anne Lauscher Ivan Vulić Edoardo Ponti Anna Korhonen Goran Glavaš SSL 65 57 0 05 Sep 2019
Learning Dynamic Context Augmentation for Global Entity Linking Xiyuan Yang Xiaotao Gu Sheng Lin Siliang Tang Yueting Zhuang Leilei Gan Zhigang Chen Guoping Hu Xiang Ren 86 62 0 04 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 571 2,664 0 03 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 612 24,431 0 26 Jul 2019
ERNIE: Enhanced Language Representation with Informative Entities Zhengyan Zhang Xu Han Zhiyuan Liu Xin Jiang Maosong Sun Qun Liu 95 1,397 0 17 May 2019
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases Wanyun Cui Yanghua Xiao Haixun Wang Yangqiu Song Seung-won Hwang Wei Wang 44 256 0 06 Mar 2019
CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information Shikhar Vashishth Prince Jain Partha P. Talukdar 53 101 0 01 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
Improving Entity Linking by Modeling Latent Relations between Mentions Phong Le Ivan Titov KELM 88 200 0 27 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,154 0 20 Apr 2018
Measuring Catastrophic Forgetting in Neural Networks Ronald Kemker Marc McClure Angelina Abitino Tyler L. Hayes Christopher Kanan CLL 105 719 0 07 Aug 2017
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 425 1,881 0 31 Jul 2017
Hierarchical Embeddings for Hypernymy Detection and Directionality K. Nguyen Maximilian Köper Sabine Schulte im Walde Ngoc Thang Vu 53 104 0 23 Jul 2017
End-to-end Neural Coreference Resolution Kenton Lee Luheng He M. Lewis Luke Zettlemoyer LRM BDL 83 894 0 21 Jul 2017
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation Ivan Vulić N. Mrksic Anna Korhonen 47 30 0 21 Jul 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 97 224 0 01 Jun 2017
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 354 7,504 0 02 Dec 2016
Encoding Prior Knowledge with Eigenword Embeddings Dominique Osborne Shashi Narayan Shay B. Cohen 65 26 0 03 Sep 2015