CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding

1 July 2021

Papers citing "CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding"

50 / 52 papers shown

Title
Efficient Evaluation of Multi-Task Robot Policies With Active Experiment Selection Abrar Anwar Rohan Gupta Zain Merchant Sayan Ghosh Willie Neiswanger Jesse Thomason OffRL 64 0 0 14 Feb 2025
Model Attribution in LLM-Generated Disinformation: A Domain Generalization Approach with Supervised Contrastive Learning Alimohammad Beigi Zhen Tan Nivedh Mudiam Canyu Chen Kai Shu Huan Liu DeLMO 34 2 0 31 Jul 2024
Contrast Sets for Evaluating Language-Guided Robot Policies Abrar Anwar Rohan Gupta Jesse Thomason 24 2 0 19 Jun 2024
Dual-perspective Cross Contrastive Learning in Graph Transformers Zelin Yao Chuang Liu Xueqi Ma Mukun Chen Jia Wu Xiantao Cai Bo Du Wenbin Hu 32 0 0 01 Jun 2024
MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels Lilin Xu Chaojie Gu Rui Tan Shibo He Jiming Chen 26 14 0 02 Apr 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning J. Asl Prajwal Panzade Eduardo Blanco Daniel Takabi Zhipeng Cai SSL 21 2 0 17 Mar 2024
Does Negative Sampling Matter? A Review with Insights into its Theory and Applications Zhen Yang Ming Ding Tinglin Huang Yukuo Cen Junshuai Song Bin Xu Yuxiao Dong Jie Tang 28 9 0 27 Feb 2024
A Soft Contrastive Learning-based Prompt Model for Few-shot Sentiment Analysis Jingyi Zhou Jie Zhou Jiabao Zhao Siyin Wang Haijun Shan Gui Tao Qi Zhang Xuanjing Huang LLMAG VLM 20 4 0 16 Dec 2023
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation Zhaoxin Fan Puquan Pan Zeren Zhang C. Chen Tianyang Wang Si Zheng Min Xu VLM 26 0 0 13 Jul 2023
Contrastive Meta-Learning for Few-shot Node Classification Song Wang Zhen Tan Huan Liu Jundong Li 23 15 0 27 Jun 2023
Contrastive Bootstrapping for Label Refinement Shudi Hou Yu Xia Muhao Chen Sujian Li 6 0 0 07 Jun 2023
Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model Lingfeng Shen Haiyun Jiang Lemao Liu Shuming Shi 19 2 0 04 Jun 2023
Whitening-based Contrastive Learning of Sentence Embeddings Wenjie Zhuo Yifan Sun Xiaohan Wang Linchao Zhu Yezhou Yang 22 18 0 28 May 2023
A Simple and Plug-and-play Method for Unsupervised Sentence Representation Enhancement Lingfeng Shen Haiyun Jiang Lemao Liu Shuming Shi 13 1 0 13 May 2023
Semantic Specialization for Knowledge-based Word Sense Disambiguation Sakae Mizuki Naoaki Okazaki 8 1 0 22 Apr 2023
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings HyunJae Lee VLM 16 0 0 18 Apr 2023
Medical Question Summarization with Entity-driven Contrastive Learning Sibo Wei Wenpeng Lu Xueping Peng Shoujin Wang Yi-Fei Wang Weiyu Zhang ELM 33 17 0 15 Apr 2023
SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases Yanchen Liu Jing Yang Yan Chen Jing Liu Huaqin Wu MoE 32 2 0 28 Feb 2023
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking Jing Xu Dandan Song Chong Liu Siu Cheung Hui Fei Li Qiang Ju Xiaonan He Jian Xie 14 5 0 16 Feb 2023
Semantic-aware Contrastive Learning for More Accurate Semantic Parsing Shan Wu Chunlei Xin Bo Chen Xianpei Han Le Sun 19 3 0 19 Jan 2023
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations Wanqiu Long Bonnie Webber 36 33 0 06 Jan 2023
Feature-Level Debiased Natural Language Understanding Yougang Lyu Piji Li Yechang Yang Maarten de Rijke Pengjie Ren Yukun Zhao Dawei Yin Z. Ren 23 10 0 11 Dec 2022
TCBERT: A Technical Report for Chinese Topic Classification BERT Ting Han Kunhao Pan Xinyu Chen Dingjie Song Yuchen Fan Xinyu Gao Ruyi Gan Jiaxing Zhang VLM 17 1 0 21 Nov 2022
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure K. Liang Yue Liu Sihang Zhou Wenxuan Tu Yi Wen Xihong Yang Xiang Dong Xinwang Liu 19 76 0 19 Nov 2022
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking Haoning Zhang Junwei Bao Haipeng Sun Youzheng Wu Wenye Li Shuguang Cui Xiaodong He 25 6 0 10 Nov 2022
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding Jiali Zeng Yongjing Yin Yu Jiang Shuangzhi Wu Yunbo Cao SSL 25 13 0 07 Nov 2022
Few-shot Text Classification with Dual Contrastive Consistency Liwen Sun Jiawei Han 11 0 0 29 Sep 2022
CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations Borun Chen Hongyin Tang Jiahao Bu Kai Zhang Jingang Wang Qifan Wang Haitao Zheng Wei Yu Wu Liqian Yu VLM 10 1 0 23 Aug 2022
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning Yunjie Ji Liangyu Chen Chenxiao Dou Baochang Ma Xiangang Li 33 5 0 02 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 26 22 0 01 Aug 2022
A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference Shuang Li Xuming Hu Li Lin Aiwei Liu Lijie Wen Philip S. Yu 25 18 0 31 May 2022
Arithmetic-Based Pretraining -- Improving Numeracy of Pretrained Language Models Dominic Petrak N. Moosavi Iryna Gurevych AIMat 23 2 0 13 May 2022
Label Anchored Contrastive Learning for Language Understanding Zhenyu Zhang Yuming Zhao Meng Chen Xiaodong He 8 13 0 26 Apr 2022
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding Libo Qin Qiguang Chen Tianbao Xie Qixin Li Jian-Guang Lou Wanxiang Che MingSung Kan 20 28 0 18 Apr 2022
Contrastive Learning with Hard Negative Entities for Entity Set Expansion Yinghui Li Y. Li Yuxin He Tianyu Yu Ying Shen Haitao Zheng 16 32 0 16 Apr 2022
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition Yingwen Fu Nankai Lin Ziyu Yang Shengyi Jiang 6 4 0 02 Apr 2022
Supervised Graph Contrastive Learning for Few-shot Node Classification Zhen Tan Kaize Ding Ruocheng Guo Huan Liu OffRL 22 11 0 29 Mar 2022
Contrastive Learning of Sociopragmatic Meaning in Social Media Chiyu Zhang Muhammad Abdul-Mageed Ganesh Jawahar 28 1 0 15 Mar 2022
Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification Zihan Wang Peiyi Wang Lianzhe Huang Xin Sun Houfeng Wang AILaw VLM 13 99 0 08 Mar 2022
The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking Yinghui Li Qingyu Zhou Y. Li Zhongli Li Ruiyang Liu Rongyi Sun Zizhen Wang Chao Li Yunbo Cao Haitao Zheng 7 70 0 02 Mar 2022
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding Rui Cao Yihao Wang Y. Liang Ling Gao Jie Zheng Jie Ren Zheng Wang 14 34 0 26 Feb 2022
Simple Contrastive Representation Adversarial Learning for NLP Tasks Deshui Miao Jiaqi Zhang Wenbo Xie Jian Song Xin Li Lijuan Jia Ning Guo SSL 6 13 0 26 Nov 2021
CLLD: Contrastive Learning with Label Distance for Text Classification Jinhe Lan Qingyuan Zhan Chenhao Jiang Kunping Yuan Desheng Wang VLM 29 2 0 25 Oct 2021
ReMeDi: Resources for Multi-domain, Multi-service, Medical Dialogues Guojun Yan Jiahuan Pei Pengjie Ren Z. Ren Xin Xin Huasheng Liang Maarten de Rijke Zhumin Chen 16 19 0 01 Sep 2021
Prompt-Learning for Fine-Grained Entity Typing Ning Ding Yulin Chen Xu Han Guangwei Xu Pengjun Xie Haitao Zheng Zhiyuan Liu Juan-Zi Li Hong-Gee Kim 15 155 0 24 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 17 258 0 12 Aug 2021
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks Zhao Meng Yihan Dong Mrinmaya Sachan Roger Wattenhofer AAML 66 10 0 15 Jul 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 24 807 0 14 Jun 2021
It's Morphin' Time! Combating Linguistic Discrimination with Inflectional Perturbations Samson Tan Shafiq R. Joty Min-Yen Kan R. Socher 158 103 0 09 May 2020
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 221 436 0 25 Sep 2019