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2012.14388
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Universal Sentence Representation Learning with Conditional Masked Language Model
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
28 December 2020
Ziyi Yang
Yinfei Yang
Daniel Cer
Jax Law
Eric F. Darve
SSL
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Papers citing
"Universal Sentence Representation Learning with Conditional Masked Language Model"
32 / 32 papers shown
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey
Meishan Zhang
Xin Zhang
X. Zhao
Shouzheng Huang
Baotian Hu
Min Zhang
370
4
0
28 Jul 2025
Language-agnostic, automated assessment of listeners' speech recall using large language models
Trends in Hearing (TH), 2025
Björn Herrmann
250
2
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02 Mar 2025
Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion
AAAI Conference on Artificial Intelligence (AAAI), 2024
Honglei Miao
Fan Ma
Ruijie Quan
Kun Zhan
Yi Yang
AAML
390
9
0
01 Aug 2024
Learning Job Title Representation from Job Description Aggregation Network
Napat Laosaengpha
Thanit Tativannarat
Chawan Piansaddhayanon
Attapol Rutherford
Ekapol Chuangsuwanich
316
6
0
12 Jun 2024
Space Decomposition for Sentence Embedding
Wuttikorn Ponwitayarat
Peerat Limkonchotiwat
Ekapol Chuangsuwanich
Sarana Nutanong
236
2
0
05 Jun 2024
DEPTH: Discourse Education through Pre-Training Hierarchically
Zachary Bamberger
Ofek Glick
Chaim Baskin
Yonatan Belinkov
374
0
0
13 May 2024
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching
M. Maimaiti
Yuanhang Zheng
Ji Zhang
Y. Zhang
Wenpei Luo
Kaiyu Huang
LRM
351
2
0
03 Mar 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Xinghao Wang
Junliang He
Pengyu Wang
Yunhua Zhou
Tianxiang Sun
Xipeng Qiu
AI4TS
236
11
0
24 Jan 2024
German Text Embedding Clustering Benchmark
Silvan Wehrli
Bert Arnrich
Christopher Irrgang
256
15
0
05 Jan 2024
Language Models are Universal Embedders
Xin Zhang
Zehan Li
Yanzhao Zhang
Dingkun Long
Pengjun Xie
Meishan Zhang
Min Zhang
KELM
ELM
676
13
0
12 Oct 2023
Surge Routing: Event-informed Multiagent Reinforcement Learning for Autonomous Rideshare
Adaptive Agents and Multi-Agent Systems (AAMAS), 2023
Daniel Garces
Stephanie Gil
AI4TS
371
5
0
05 Jul 2023
CMLM-CSE: Based on Conditional MLM Contrastive Learning for Sentence Embeddings
Zhang Wei
Xu Chen
149
2
0
16 Jun 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Abhinav Ramesh Kashyap
Thang-Tung Nguyen
Viktor Schlegel
Stefan Winkler
See-Kiong Ng
Soujanya Poria
AI4TS
3DV
SSL
260
18
0
22 May 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Ziheng Li
Shaohan Huang
Zi-qiang Zhang
Zhi-Hong Deng
Qiang Lou
Haizhen Huang
Jian Jiao
Furu Wei
Weiwei Deng
Qi Zhang
221
14
0
16 May 2023
RepCL: Exploring Effective Representation for Continual Text Classification
Yifan Song
Peiyi Wang
Dawei Zhu
Tianyu Liu
Zhifang Sui
Sujian Li
CLL
246
1
0
12 May 2023
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings
HyunJae Lee
VLM
193
0
0
18 Apr 2023
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines
Knowledge-Based Systems (KBS), 2022
Swati Swati
Adrian Mladenic Grobelnik
Dunja Mladenić
M. Grobelnik
292
6
0
01 Dec 2022
Easy Guided Decoding in Providing Suggestions for Interactive Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Ke Min Wang
Xin Ge
Yuqi Zhang
Yu Zhao
Jiayi Wang
279
2
0
14 Nov 2022
Global Contrastive Batch Sampling via Optimization on Sample Permutations
International Conference on Machine Learning (ICML), 2022
Vin Sachidananda
Ziyi Yang
Chenguang Zhu
423
6
0
23 Oct 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Bohong Wu
Hai Zhao
SSL
206
13
0
16 Oct 2022
TransPolymer: a Transformer-based language model for polymer property predictions
npj Computational Materials (npj Comput. Mater.), 2022
Changwen Xu
Yuyang Wang
A. Farimani
579
168
0
03 Sep 2022
Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Zifeng Wang
Jimeng Sun
222
31
0
29 Jun 2022
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Zhuoyuan Mao
Chenhui Chu
Sadao Kurohashi
424
2
0
31 May 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Sosuke Nishikawa
Ryokan Ri
Ikuya Yamada
Yoshimasa Tsuruoka
Isao Echizen
193
37
0
09 May 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yung-Sung Chuang
Rumen Dangovski
Hongyin Luo
Yang Zhang
Shiyu Chang
M. Soljavcić
Shang-Wen Li
Anuj Kumar
Yoon Kim
James R. Glass
344
271
0
21 Apr 2022
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning
Bohong Wu
Hai Zhao
SSL
135
2
0
20 Apr 2022
Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Xiangpeng Wei
Heng Yu
Yue Hu
Rongxiang Weng
Weihua Luo
Jun Xie
Rong Jin
CLL
305
26
0
14 Apr 2022
Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval
Wenshen Xu
M. Maimaiti
Yuanhang Zheng
Xin Tang
Ji Zhang
RALM
SSL
183
2
0
30 Mar 2022
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Ziyi Yang
Yinfei Yang
Daniel Cer
Eric F. Darve
228
29
0
10 Sep 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
Jianmo Ni
Gustavo Hernández Ábrego
Noah Constant
Ji Ma
Keith B. Hall
Daniel Cer
Yinfei Yang
683
772
0
19 Aug 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yuanmeng Yan
Rumei Li
Sirui Wang
Fuzheng Zhang
Wei Wu
Weiran Xu
SSL
338
627
0
25 May 2021
Language-agnostic BERT Sentence Embedding
Fangxiaoyu Feng
Yinfei Yang
Daniel Cer
N. Arivazhagan
Wei Wang
517
1,224
0
03 Jul 2020
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