ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

25 May 2021

Rumei Li

Weiran Xu

Papers citing "ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer"

50 / 220 papers shown

Title
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings Xianming Li Jing Li 42 10 0 09 Nov 2023
Sparse Contrastive Learning of Sentence Embeddings Ruize An Chen Zhang Dawei Song 8 0 0 07 Nov 2023
An Efficient Self-Supervised Cross-View Training For Sentence Embedding Peerat Limkonchotiwat Wuttikorn Ponwitayarat Lalita Lowphansirikul Can Udomcharoenchaikit E. Chuangsuwanich Sarana Nutanong SSL AI4TS 12 4 0 06 Nov 2023
Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words Hiroto Kurita Goro Kobayashi Sho Yokoi Kentaro Inui 19 2 0 24 Oct 2023
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling Yuanjun Shi Linzhi Wu Minglai Shao 22 3 0 23 Oct 2023
A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future Directions Junchao Wu Shu Yang Runzhe Zhan Yulin Yuan Derek F. Wong Lidia S. Chao DeLMO 24 23 0 23 Oct 2023
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings Jiahao Xu Wei Shao Lihui Chen Lemao Liu FedML 18 4 0 20 Oct 2023
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling Hai Yu Chong Deng Qinglin Zhang Jiaqing Liu Qian Chen Wen Wang AI4TS 20 8 0 18 Oct 2023
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning Huiming Wang Zhaodonghui Li Liying Cheng De Wen Soh Lidong Bing 26 2 0 17 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 35 6 0 12 Oct 2023
Improving Contrastive Learning of Sentence Embeddings with Focal-InfoNCE Peng-Fei Hou Xingyu Li 15 6 0 10 Oct 2023
Contrastive Prompt Learning-based Code Search based on Interaction Matrix Yubo Zhang Yanfang Liu Xinxin Fan Yunfeng Lu 8 2 0 10 Oct 2023
Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating Hyunsik Jeon Jong-eun Lee Jeongin Yun U. Kang 15 7 0 05 Oct 2023
Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations Jiachi Liu Liwen Wang Guanting Dong Xiaoshuai Song Zechen Wang ... Shanglin Lei Jinzheng Zhao Keqing He Bo Xiao Weiran Xu 27 6 0 05 Oct 2023
Multimodal Prompt Transformer with Hybrid Contrastive Learning for Emotion Recognition in Conversation Shihao Zou Xianying Huang Xudong Shen 19 8 0 04 Oct 2023
AnglE-optimized Text Embeddings Xianming Li Jing Li RALM 16 92 0 22 Sep 2023
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought Bowen Zhang Kehua Chang Chunping Li SSL 30 6 0 20 Sep 2023
Headless Language Models: Learning without Predicting with Contrastive Weight Tying Nathan Godey Eric Villemonte de la Clergerie Benoît Sagot 29 3 0 15 Sep 2023
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective Pu Miao Zeyao Du Junlin Zhang SSL 16 5 0 14 Sep 2023
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model Mingxin Li Richong Zhang Zhijie Nie Yongyi Mao 16 1 0 12 Sep 2023
All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm Jiangshu Du Congying Xia Wenpeng Yin Tingting Liang Philip S. Yu VLM 24 0 0 07 Sep 2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning Kyungeun Lee Jaeill Kim Suhyun Kang Wonjong Rhee SSL 28 2 0 30 Aug 2023
Bootstrapping Contrastive Learning Enhanced Music Cold-Start Matching Xinping Zhao Y. Zhang Qiang Xiao Yuming Ren Yingchun Yang 11 4 0 05 Aug 2023
Text-CRS: A Generalized Certified Robustness Framework against Textual Adversarial Attacks Xinyu Zhang Hanbin Hong Yuan Hong Peng Huang Binghui Wang Zhongjie Ba Kui Ren SILM 17 18 0 31 Jul 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 21 21 0 22 Jul 2023
Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations Q. Xiao Shuangyin Li L. Chen 23 2 0 20 Jul 2023
Composition-contrastive Learning for Sentence Embeddings Sachin Chanchani Ruihong Huang 17 7 0 14 Jul 2023
Make Text Unlearnable: Exploiting Effective Patterns to Protect Personal Data Xinzhe Li Ming Liu Shang Gao MU 22 8 0 02 Jul 2023
Pushing the Limits of ChatGPT on NLP Tasks Xiaofei Sun Linfeng Dong Xiaoya Li Zhen Wan Shuhe Wang ... Jiwei Li Fei Cheng Lingjuan Lyu Fei Wu Guoyin Wang AI4MH LRM 37 29 0 16 Jun 2023
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings Zhang Wei Xu Chen 16 1 0 16 Jun 2023
Generate to Understand for Representation Changshan Xue Xiande Zhong Xiaoqing Liu VLM 38 0 0 14 Jun 2023
Is Anisotropy Inherent to Transformers? Nathan Godey Eric Villemonte de la Clergerie Benoît Sagot 17 3 0 13 Jun 2023
Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model Lingfeng Shen Haiyun Jiang Lemao Liu Shuming Shi 21 2 0 04 Jun 2023
Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection Erik Arakelyan Arnav Arora Isabelle Augenstein 19 9 0 01 Jun 2023
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity Katharina Hämmerl Alina Fastowski Jindrich Libovický Alexander M. Fraser 20 6 0 01 Jun 2023
Whitening-based Contrastive Learning of Sentence Embeddings Wenjie Zhuo Yifan Sun Xiaohan Wang Linchao Zhu Yezhou Yang 27 18 0 28 May 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank Jiduan Liu Jiahao Liu Qifan Wang Jingang Wang Wei Yu Wu Yunsen Xian Dongyan Zhao Kai Chen Rui Yan SSL 16 35 0 26 May 2023
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations James Y. Huang Wenlin Yao Kaiqiang Song Hongming Zhang Muhao Chen Dong Yu 15 4 0 24 May 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes Kuan-Hao Huang L Tan Rui Hou Sinong Wang Amjad Almahairi Ruty Rinott AI4CE 22 0 0 22 May 2023
SimCSE++: Improving Contrastive Learning for Sentence Embeddings from Two Perspectives Jiahao Xu Wei Shao Lihu Chen Lemao Liu 25 17 0 22 May 2023
Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment Shengqiong Wu Hao Fei Wei Ji Tat-Seng Chua 22 28 0 20 May 2023
Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination Hao Fei Qianfeng Liu Meishan Zhang M. Zhang Tat-Seng Chua LRM 33 46 0 20 May 2023
DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining Weifeng Jiang Qianren Mao Chenghua Lin Jianxin Li Ting Deng Weiyi Yang Z. Wang 10 2 0 20 May 2023
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation Jinghao Deng Fanqi Wan Tao Yang Xiaojun Quan Rui Wang SSL 14 9 0 17 May 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 27 6 0 15 May 2023
A Simple and Plug-and-play Method for Unsupervised Sentence Representation Enhancement Lingfeng Shen Haiyun Jiang Lemao Liu Shuming Shi 18 1 0 13 May 2023
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding Hongliang He Junlei Zhang Zhenzhong Lan Yue Zhang 25 5 0 12 May 2023
Alleviating Over-smoothing for Unsupervised Sentence Representation Nuo Chen Linjun Shou Ming Gong Jian Pei Bowen Cao Jianhui Chang Daxin Jiang Jia Li SSL 30 18 0 09 May 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback M. Abouheaf W. Gueaieb Md. Suruz Miah D. Spinello Xipeng Qiu 57 37 0 03 May 2023
Learning Disentangled Semantic Spaces of Explanations via Invertible Neural Networks Yingji Zhang Danilo S. Carvalho André Freitas DRL 24 7 0 02 May 2023