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Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
27 August 2019
Nils Reimers
Iryna Gurevych
ArXiv (abs)PDFHTML

Papers citing "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks"

50 / 6,577 papers shown
Self-Supervised Document Similarity Ranking via Contextualized Language
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Dvir Ginzburg
Itzik Malkiel
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Avi Caciularu
Noam Koenigstein
RALM
168
28
0
02 Jun 2021
End-to-End NLP Knowledge Graph Construction
End-to-End NLP Knowledge Graph ConstructionFindings (Findings), 2021
Ishani Mondal
Yufang Hou
Charles Jochim
130
42
0
02 Jun 2021
T-BERT -- Model for Sentiment Analysis of Micro-blogs Integrating Topic
  Model and BERT
T-BERT -- Model for Sentiment Analysis of Micro-blogs Integrating Topic Model and BERT
Sarojadevi Palani
P. Rajagopal
Sidharth Pancholi
125
17
0
02 Jun 2021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion
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Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion DetectionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Lixing Zhu
Gabriele Pergola
Lin Gui
Deyu Zhou
Yulan He
191
169
0
02 Jun 2021
MathBERT: A Pre-trained Language Model for General NLP Tasks in
  Mathematics Education
MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education
J. Shen
Michiharu Yamashita
Ethan Prihar
Neil T. Heffernan
Xintao Wu
Ben Graff
Dongwon Lee
339
83
0
02 Jun 2021
Claim Matching Beyond English to Scale Global Fact-Checking
Claim Matching Beyond English to Scale Global Fact-CheckingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Ashkan Kazemi
Kiran Garimella
Devin Gaffney
Scott A. Hale
206
71
0
01 Jun 2021
Parameter-Efficient Neural Question Answering Models via Graph-Enriched
  Document Representations
Parameter-Efficient Neural Question Answering Models via Graph-Enriched Document Representations
Louis Castricato
Stephen Fitz
W. Shin
GNN
105
0
0
01 Jun 2021
NewsEmbed: Modeling News through Pre-trained Document Representations
NewsEmbed: Modeling News through Pre-trained Document RepresentationsKnowledge Discovery and Data Mining (KDD), 2021
Jialu Liu
Tianqi Liu
Cong Yu
VLM
320
12
0
01 Jun 2021
Language-Driven Image Style Transfer
Language-Driven Image Style TransferEuropean Conference on Computer Vision (ECCV), 2021
Tsu-Jui Fu
Xinze Wang
William Yang Wang
CLIPVLM
466
62
0
01 Jun 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering
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Yilin Niu
Fei Huang
Jiaming Liang
Wenkai Chen
Xiaoyan Zhu
Shiyu Huang
LRM
181
15
0
31 May 2021
NeuralLog: Natural Language Inference with Joint Neural and Logical
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NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning
Zeming Chen
Qiyue Gao
Lawrence S. Moss
FedMLNAI
281
51
0
29 May 2021
Lightweight Cross-Lingual Sentence Representation Learning
Lightweight Cross-Lingual Sentence Representation LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Zhuoyuan Mao
Prakhar Gupta
Pei Wang
Chenhui Chu
Martin Jaggi
Sadao Kurohashi
VLM
365
9
0
28 May 2021
An Explanatory Query-Based Framework for Exploring Academic Expertise
An Explanatory Query-Based Framework for Exploring Academic Expertise
O. Cocarascu
A. McLean
Paul French
Francesca Toni
77
0
0
28 May 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering
CoSQA: 20,000+ Web Queries for Code Search and Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Junjie Huang
Duyu Tang
Linjun Shou
Ming Gong
Ke Xu
Daxin Jiang
Ming Zhou
Nan Duan
324
141
0
27 May 2021
Rethinking InfoNCE: How Many Negative Samples Do You Need?
Rethinking InfoNCE: How Many Negative Samples Do You Need?International Joint Conference on Artificial Intelligence (IJCAI), 2021
Chuhan Wu
Fangzhao Wu
Yongfeng Huang
212
57
0
27 May 2021
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus
  Covering the 2002 Gujarat Violence
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceFindings (Findings), 2021
Andrew Halterman
Katherine A. Keith
Sheikh Muhammad Sarwar
Brendan O'Connor
308
32
0
27 May 2021
Topic Modeling and Progression of American Digital News Media During the
  Onset of the COVID-19 Pandemic
Topic Modeling and Progression of American Digital News Media During the Onset of the COVID-19 PandemicIEEE Transactions on Technology and Society (IEEE TTS), 2021
Xiangpeng Wan
Michael C. Lucic
Hakim Ghazzai
Y. Massoud
114
8
0
25 May 2021
Understanding Mobile GUI: from Pixel-Words to Screen-Sentences
Understanding Mobile GUI: from Pixel-Words to Screen-Sentences
Jingwen Fu
Xiaoyi Zhang
Yuwang Wang
Wenjun Zeng
Sam Yang
Grayson Hilliard
249
18
0
25 May 2021
Estimating Redundancy in Clinical Text
Estimating Redundancy in Clinical TextJournal of Biomedical Informatics (JBI), 2021
Thomas Searle
Zina M. Ibrahim
J. Teo
Richard J. B. Dobson
241
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0
25 May 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence
  Representation Transfer
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation TransferAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Yuanmeng Yan
Rumei Li
Sirui Wang
Fuzheng Zhang
Wei Wu
Weiran Xu
SSL
313
620
0
25 May 2021
One4all User Representation for Recommender Systems in E-commerce
One4all User Representation for Recommender Systems in E-commerce
Kyuyong Shin
Hanock Kwak
KyungHyun Kim
Minkyu Kim
Young-Jin Park
Jisu Jeong
Seungjae Jung
195
31
0
24 May 2021
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus MiningAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
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Mikel Artetxe
Gorka Labaka
Eneko Agirre
Ondrej Bojar
SSL
164
43
0
21 May 2021
Training Bi-Encoders for Word Sense Disambiguation
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Harsh Kohli
229
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21 May 2021
KLUE: Korean Language Understanding Evaluation
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Sungjoon Park
Jihyung Moon
Sungdong Kim
Won Ik Cho
Jiyoon Han
...
Seonghyun Kim
Lucy Park
Alice Oh
Jung-Woo Ha
Kyunghyun Cho
ELMVLM
516
223
0
20 May 2021
Laughing Heads: Can Transformers Detect What Makes a Sentence Funny?
Laughing Heads: Can Transformers Detect What Makes a Sentence Funny?International Joint Conference on Artificial Intelligence (IJCAI), 2021
Maxime Peyrard
Beatriz Borges
Kristina Gligorić
Robert West
187
14
0
19 May 2021
Long Text Generation by Modeling Sentence-Level and Discourse-Level
  Coherence
Long Text Generation by Modeling Sentence-Level and Discourse-Level CoherenceAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Jian Guan
Xiaoxi Mao
Changjie Fan
Zitao Liu
Wenbiao Ding
Shiyu Huang
AuLLM
274
91
0
19 May 2021
NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
NExT-QA:Next Phase of Question-Answering to Explaining Temporal ActionsComputer Vision and Pattern Recognition (CVPR), 2021
Junbin Xiao
Xindi Shang
Angela Yao
Tat-Seng Chua
439
755
0
18 May 2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization
BookSum: A Collection of Datasets for Long-form Narrative SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Wojciech Kry'sciñski
Nazneen Rajani
Divyansh Agarwal
Caiming Xiong
Dragomir R. Radev
RALM
434
202
0
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Sentence Similarity Based on Contexts
Sentence Similarity Based on ContextsTransactions of the Association for Computational Linguistics (TACL), 2021
Xiaofei Sun
Yuxian Meng
Xiang Ao
Leilei Gan
Tianwei Zhang
Jiwei Li
Chun Fan
216
40
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Empathetic Dialog Generation with Fine-Grained Intents
Empathetic Dialog Generation with Fine-Grained IntentsConference on Computational Natural Language Learning (CoNLL), 2021
Yubo Xie
P. Pu
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145
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Out-of-Manifold Regularization in Contextual Embedding Space for Text
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Out-of-Manifold Regularization in Contextual Embedding Space for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Seonghyeon Lee
Dongha Lee
Hwanjo Yu
109
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Retrieval-Free Knowledge-Grounded Dialogue Response Generation with
  Adapters
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Yan Xu
Etsuko Ishii
Samuel Cahyawijaya
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194
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BertGCN: Transductive Text Classification by Combining GCN and BERT
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320
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DefSent: Sentence Embeddings using Definition Sentences
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Hayato Tsukagoshi
Ryohei Sasano
Koichi Takeda
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How could Neural Networks understand Programs?
How could Neural Networks understand Programs?International Conference on Machine Learning (ICML), 2021
Dinglan Peng
Shuxin Zheng
Yatao Li
Guolin Ke
Di He
Tie-Yan Liu
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224
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0
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DocSCAN: Unsupervised Text Classification via Learning from Neighbors
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219
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Improving Document Representations by Generating Pseudo Query Embeddings
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311
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Diff-Explainer: Differentiable Convex Optimization for Explainable
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368
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Hone as You Read: A Practical Type of Interactive Summarization
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GraphFormers: GNN-nested Transformers for Representation Learning on
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Sanjay Agrawal
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256
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Inferring the Reader: Guiding Automated Story Generation with
  Commonsense Reasoning
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Siyan Li
Sarah Wiegreffe
Mark O. Riedl
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400
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Modeling Social Readers: Novel Tools for Addressing Reception from
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