Whitening Sentence Representations for Better Semantics and Faster
Retrieval

Whitening Sentence Representations for Better Semantics and Faster Retrieval

29 March 2021

Papers citing "Whitening Sentence Representations for Better Semantics and Faster Retrieval"

19 / 19 papers shown

Title
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings Guoqing Hu An Zhang Shuo Liu Zhibo Cai Xun Yang Xiang Wang 80 1 0 27 Apr 2025
Pre-training Generative Recommender with Multi-Identifier Item Tokenization Bowen Zheng Enze Liu Zhongfu Chen Zhongrui Ma Yue Wang Wayne Xin Zhao Ji-Rong Wen 94 0 0 06 Apr 2025
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement Gaifan Zhang Yi Zhou Danushka Bollegala 395 0 0 21 Mar 2025
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 63 215 0 02 Nov 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 500 41,106 0 28 May 2020
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings Kawin Ethayarajh 54 858 0 02 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 641 11,979 0 27 Aug 2019
Representation Degeneration Problem in Training Natural Language Generation Models Jun Gao Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu 44 265 0 28 Jul 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 408 24,160 0 26 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 961 93,936 0 11 Oct 2018
Learning Semantic Textual Similarity from Conversations Yinfei Yang Steve Yuan Daniel Cer Sheng-yi Kong Noah Constant Petr Pilar Heming Ge Yun-hsuan Sung B. Strope R. Kurzweil 42 160 0 20 Apr 2018
Universal Sentence Encoder Daniel Cer Yinfei Yang Sheng-yi Kong Nan Hua Nicole Limtiaco ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 238 1,897 0 29 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 111 11,520 0 15 Feb 2018
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 208 1,870 0 31 Jul 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 173 2,099 0 05 May 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 402 4,444 0 18 Apr 2017
All-but-the-Top: Simple and Effective Postprocessing for Word Representations Jiaqi Mu S. Bhat Pramod Viswanath 54 307 0 05 Feb 2017
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 229 4,268 0 21 Aug 2015
NICE: Non-linear Independent Components Estimation Laurent Dinh David M. Krueger Yoshua Bengio DRL BDL 93 2,251 0 30 Oct 2014