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2011.05864
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On the Sentence Embeddings from Pre-trained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
2 November 2020
Bohan Li
Hao Zhou
Junxian He
Mingxuan Wang
Yiming Yang
Lei Li
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Papers citing
"On the Sentence Embeddings from Pre-trained Language Models"
33 / 83 papers shown
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations
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Guandan Chen
Yongzhu Chang
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PromptBERT: Improving BERT Sentence Embeddings with Prompts
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
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Jian Jiao
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Zi-qiang Zhang
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225
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12 Jan 2022
The Curious Layperson: Fine-Grained Image Recognition without Expert Labels
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Iro Laina
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05 Nov 2021
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations
International Conference on Learning Representations (ICLR), 2021
Fangyu Liu
Yunlong Jiao
Jordan Massiah
Emine Yilmaz
Serhii Havrylov
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271
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0
27 Sep 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Che Liu
Rui Wang
Jinghua Liu
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Fei Huang
Luo Si
187
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0
26 Sep 2021
Learning Kernel-Smoothed Machine Translation with Retrieved Examples
Qingnan Jiang
Mingxuan Wang
Jun Cao
Shanbo Cheng
Shujian Huang
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276
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Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration
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Laure Thompson
Mohit Iyyer
387
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13 Sep 2021
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
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244
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10 Sep 2021
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding
International Conference on Computational Linguistics (COLING), 2021
Xing Wu
Chaochen Gao
Liangjun Zang
Jizhong Han
Zhongyuan Wang
Songlin Hu
SSL
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232
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09 Sep 2021
Smoothed Contrastive Learning for Unsupervised Sentence Embedding
International Conference on Computational Linguistics (COLING), 2021
Xing Wu
Chaochen Gao
Liangjun Zang
Jizhong Han
Zhongyuan Wang
Songlin Hu
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242
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09 Sep 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Liang Wang
Wei Zhao
Jingming Liu
144
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01 Sep 2021
Sentence Bottleneck Autoencoders from Transformer Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Ivan Montero
Nikolaos Pappas
Noah A. Smith
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250
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31 Aug 2021
Reinforcement Learning-powered Semantic Communication via Semantic Similarity
Kun Lu
Rongpeng Li
Xianfu Chen
Zhifeng Zhao
Honggang Zhang
140
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Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization
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Kunpeng Zhang
Harry J. Wang
Ling Fan
Zhe Wang
138
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26 Aug 2021
SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation
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Yasheng Wang
Fei Mi
Pingyi Zhou
Yao Wan
Xiao Liu
Li Li
Hao Wu
Jin Liu
Xin Jiang
302
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Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning
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Muhammad Abdul-Mageed
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ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling
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Sentence Similarity Based on Contexts
Transactions of the Association for Computational Linguistics (TACL), 2021
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163
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SimCSE: Simple Contrastive Learning of Sentence Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
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Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
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Ivan Vulić
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Nigel Collier
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Generating Datasets with Pretrained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Timo Schick
Hinrich Schütze
372
258
0
15 Apr 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Kexin Wang
Nils Reimers
Iryna Gurevych
338
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14 Apr 2021
Sentence Embeddings by Ensemble Distillation
Fredrik Carlsson Magnus Sahlgren
87
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Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
James Y. Huang
Kuan-Hao Huang
Kai-Wei Chang
159
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Whitening Sentence Representations for Better Semantics and Faster Retrieval
Jianlin Su
Jiarun Cao
Weijie Liu
Yangyiwen Ou
257
332
0
29 Mar 2021
Structure Inducing Pre-Training
Nature Machine Intelligence (Nat. Mach. Intell.), 2021
Matthew B. A. McDermott
Brendan Yap
Peter Szolovits
Marinka Zitnik
337
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Optimal Embedding Calibration for Symbolic Music Similarity
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Maosong Sun
Jiafeng Liu
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106
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Local Calibration: Metrics and Recalibration
Conference on Uncertainty in Artificial Intelligence (UAI), 2021
Rachel Luo
Aadyot Bhatnagar
Yu Bai
Shengjia Zhao
Huan Wang
Caiming Xiong
Silvio Savarese
Stefano Ermon
Edward Schmerling
Marco Pavone
178
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0
22 Feb 2021
How to Learn when Data Reacts to Your Model: Performative Gradient Descent
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Zachary Izzo
Lexing Ying
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307
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The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes
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Iryna Gurevych
180
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BERT Goes Shopping: Comparing Distributional Models for Product Representations
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Jacopo Tagliabue
238
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Medical Code Assignment with Gated Convolution and Note-Code Interaction
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