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Parameter-free Sentence Embedding via Orthogonal Basis
v1v2 (latest)

Parameter-free Sentence Embedding via Orthogonal Basis

30 September 2018
Ziyi Yang
Chenguang Zhu
Weizhu Chen
ArXiv (abs)PDFHTML

Papers citing "Parameter-free Sentence Embedding via Orthogonal Basis"

16 / 16 papers shown
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings
  concatenation?
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation?
Ibrahim Bouabdallaoui
Fatima Guerouate
Samya Bouhaddour
C. Saadi
Mohammed Sbihi
134
1
0
12 Dec 2023
Static Fuzzy Bag-of-Words: a lightweight sentence embedding algorithm
Static Fuzzy Bag-of-Words: a lightweight sentence embedding algorithm
Matteo Muffo
Roberto Tedesco
L. Sbattella
Vincenzo Scotti
96
0
0
06 Apr 2023
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence
  Representation
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation
Xuansheng Wu
Zhiyi Zhao
Ninghao Liu
151
0
0
24 Feb 2023
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning
  Representation
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning RepresentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Deng Cai
Xin Li
Jackie Chun-Sing Ho
Lidong Bing
W. Lam
160
7
0
18 Oct 2022
Repurposing Knowledge Graph Embeddings for Triple Representation via
  Weak Supervision
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak SupervisionInternational Conference on Intelligent Data Science Technologies and Applications (IDSTA), 2022
Alexander Kalinowski
Yuan An
113
5
0
22 Aug 2022
Clustering and Network Analysis for the Embedding Spaces of Sentences
  and Sub-Sentences
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences
Yuan An
Alexander Kalinowski
Jane Greenberg
152
1
0
02 Oct 2021
A Simple and Effective Method To Eliminate the Self Language Bias in
  Multilingual Representations
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Ziyi Yang
Yinfei Yang
Daniel Cer
Eric F. Darve
209
27
0
10 Sep 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding
PAUSE: Positive and Annealed Unlabeled Sentence EmbeddingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Le-le Cao
Emil Larsson
Vilhelm von Ehrenheim
Dhiana Deva Cavalcanti Rocha
Anna Martin
Sonja Horn
134
5
0
07 Sep 2021
Discrete Cosine Transform as Universal Sentence Encoder
Discrete Cosine Transform as Universal Sentence EncoderAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Nada AlMarwani
Mona T. Diab
133
2
0
02 Jun 2021
HiddenCut: Simple Data Augmentation for Natural Language Understanding
  with Better Generalization
HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better GeneralizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Jiaao Chen
Dinghan Shen
Weizhu Chen
Diyi Yang
BDL
185
51
0
31 May 2021
Universal Sentence Representation Learning with Conditional Masked
  Language Model
Universal Sentence Representation Learning with Conditional Masked Language ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Ziyi Yang
Yinfei Yang
Daniel Cer
Jax Law
Eric F. Darve
SSL
320
62
0
28 Dec 2020
Detecting Fine-Grained Cross-Lingual Semantic Divergences without
  Supervision by Learning to Rank
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank
Eleftheria Briakou
Marine Carpuat
137
27
0
07 Oct 2020
A Comparative Study on Structural and Semantic Properties of Sentence
  Embeddings
A Comparative Study on Structural and Semantic Properties of Sentence Embeddings
Alexander Kalinowski
Yuan An
3DV
82
1
0
23 Sep 2020
Efficient Sentence Embedding via Semantic Subspace Analysis
Efficient Sentence Embedding via Semantic Subspace AnalysisInternational Conference on Pattern Recognition (ICPR), 2020
Sijin Yu
Fenxiao Chen
Yun Cheng Wang
C.-C. Jay Kuo
231
10
0
22 Feb 2020
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word
  Models
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word ModelsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020
Sijin Yu
C.-C. Jay Kuo
220
184
0
16 Feb 2020
Structural-Aware Sentence Similarity with Recursive Optimal Transport
Structural-Aware Sentence Similarity with Recursive Optimal Transport
Zihao Wang
Yong Zhang
Hao Wu
OT
131
5
0
28 Jan 2020
1
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