Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

27 August 2019

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

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Title
MedFilter: Improving Extraction of Task-relevant Utterances from Doctor-Patient Conversations through Integration of Discourse Structure and Ontological Knowledge Sopan Khosla Shikhar Vashishth J. Lehman Carolyn Rose MedIm 48 2 0 05 Oct 2020
Self-training Improves Pre-training for Natural Language Understanding Jingfei Du Edouard Grave Beliz Gunel Vishrav Chaudhary Onur Çelebi Michael Auli Ves Stoyanov Alexis Conneau VLM LRM SSL 54 164 0 05 Oct 2020
Local Additivity Based Data Augmentation for Semi-supervised NER Jiaao Chen Zhenghui Wang Ran Tian Zichao Yang Diyi Yang 92 58 0 04 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 80 148 0 04 Oct 2020
A Light Heterogeneous Graph Collaborative Filtering Model using Textual Information Chaoyang Wang Zhiqiang Guo Guohui Li Jianjun Li Peng Pan Ke Liu 26 9 0 04 Oct 2020
Multilevel Text Alignment with Cross-Document Attention Xuhui Zhou Nikolaos Pappas Noah A. Smith 75 18 0 03 Oct 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale Andreas Rucklé Jonas Pfeiffer Iryna Gurevych 81 38 0 02 Oct 2020
SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces K. Vani Sandra Mitrović Alessandro Antonucci Fabio Rinaldi LLMSV 78 22 0 02 Oct 2020
Case-Based Abductive Natural Language Inference Marco Valentino Mokanarangan Thayaparan André Freitas 78 5 0 30 Sep 2020
Similarity Detection Pipeline for Crawling a Topic Related Fake News Corpus Inna Vogel Jeong-Eun Choi M. Meghana 26 0 0 28 Sep 2020
RecoBERT: A Catalog Language Model for Text-Based Recommendations Itzik Malkiel Oren Barkan Avi Caciularu Noam Razin Ori Katz Noam Koenigstein 105 13 0 25 Sep 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization Yan Zhang Ruidan He Zuozhu Liu Kwan Hui Lim Lidong Bing SSL 118 180 0 25 Sep 2020
A Comparative Study on Structural and Semantic Properties of Sentence Embeddings Alexander Kalinowski Yuan An 3DV 27 1 0 23 Sep 2020
Can questions summarize a corpus? Using question generation for characterizing COVID-19 research Gabriela Surita Rodrigo Nogueira R. Lotufo 37 7 0 19 Sep 2020
OpenAttack: An Open-source Textual Adversarial Attack Toolkit Guoyang Zeng Fanchao Qi Qianrui Zhou Ting Zhang Zixian Ma Bairu Hou Yuan Zang Zhiyuan Liu Maosong Sun AAML 203 126 0 19 Sep 2020
Prior Art Search and Reranking for Generated Patent Text Jieh-Sheng Lee J. Hsiang 39 12 0 19 Sep 2020
COMET: A Neural Framework for MT Evaluation Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 234 1,100 0 18 Sep 2020
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary Thierry Deruyttere Simon Vandenhende Dusan Grujicic Yu Liu Luc Van Gool Matthew Blaschko Tinne Tuytelaars Marie-Francine Moens 70 6 0 18 Sep 2020
Evaluating Interactive Summarization: an Expansion-Based Framework Ori Shapira Ramakanth Pasunuru H. Ronen Joey Tianyi Zhou Yael Amsterdamer Ido Dagan 129 2 0 17 Sep 2020
Cosine meets Softmax: A tough-to-beat baseline for visual grounding N. Rufus U. R. Nair K. M. Krishna Vineet Gandhi 129 13 0 13 Sep 2020
Alfie: An Interactive Robot with a Moral Compass Cigdem Turan P. Schramowski Constantin Rothkopf Kristian Kersting LM&Ro 22 0 0 11 Sep 2020
Learning Universal Representations from Word to Sentence Yian Li Hai Zhao SSL 36 2 0 10 Sep 2020
Covid-Transformer: Detecting COVID-19 Trending Topics on Twitter Using Universal Sentence Encoder M. Asgari-Chenaghlu Narjes Nikzad Khasmakhi Shervin Minaee 77 17 0 08 Sep 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding Sahar Abdelnabi Mario Fritz WaLM 90 152 0 07 Sep 2020
Practical Cross-modal Manifold Alignment for Grounded Language A. Nguyen Luke E. Richards Gaoussou Youssouf Kebe Edward Raff Kasra Darvish Frank Ferraro Cynthia Matuszek 22 4 0 01 Sep 2020
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language Intent Geert Heyman Tom Van Cutsem 70 31 0 27 Aug 2020
Query Focused Multi-document Summarisation of Biomedical Texts Diego Mollá Aliod Christopher Jones Vincent Nguyen 150 12 0 27 Aug 2020
Contextualized moral inference Jing Yi Xie Graeme Hirst Yang Xu 85 6 0 25 Aug 2020
VisualSem: A High-quality Knowledge Graph for Vision and Language Houda Alberts Teresa Huang Y. Deshpande Yibo Liu Kyunghyun Cho Clara Vania Iacer Calixto VLM 58 46 0 20 Aug 2020
Ranking Clarification Questions via Natural Language Inference Vaibhav Kumar Vikas Raunak Jamie Callan ELM 34 14 0 18 Aug 2020
A Survey of Active Learning for Text Classification using Deep Neural Networks Christopher Schröder A. Niekler 83 101 0 17 Aug 2020
TopicBERT: A Transformer transfer learning based memory-graph approach for multimodal streaming social media topic detection M. Asgari-Chenaghlu M. Feizi-Derakhshi Leili Farzinvash M. Balafar C. Motamed 35 22 0 16 Aug 2020
Quantification of BERT Diagnosis Generalizability Across Medical Specialties Using Semantic Dataset Distance M. Khambete W. Su J. Garcia Marcus A. Badgeley 45 12 0 14 Aug 2020
Exploration of Gender Differences in COVID-19 Discourse on Reddit Jai Aggarwal Ella Rabinovich S. Stevenson 43 19 0 13 Aug 2020
Using Experts' Opinions in Machine Learning Tasks J. Habibi Amir Fazelinia Issa Annamoradnejad 26 0 0 10 Aug 2020
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation Qiong Wu Adam Hare Sirui Wang Yuwei Tu Zhenming Liu Christopher G. Brinton Jun Luo 69 13 0 05 Aug 2020
Large-scale, Language-agnostic Discourse Classification of Tweets During COVID-19 O. Gencoglu 58 27 0 02 Aug 2020
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature Colby Wise V. Ioannidis Miguel Calvo Rebollar Xiang Song George D. Price Ninad Kulkarni Ryan Brand Parminder Bhatia George Karypis 62 68 0 24 Jul 2020
IR-BERT: Leveraging BERT for Semantic Search in Background Linking for News Articles Anup Anand Deshmukh Udhav Sethi 60 18 0 24 Jul 2020
Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic Features Gullal Singh Cheema Sherzod Hakimov Ralph Ewerth 83 26 0 21 Jul 2020
Semi-Supervised Learning Approach to Discover Enterprise User Insights from Feedback and Support Xin Deng Ross Smith Genevieve Quintin 39 3 0 18 Jul 2020
Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Yongqin Xian Bruno Korbar Matthijs Douze Lorenzo Torresani Bernt Schiele Zeynep Akata VGen 70 18 0 09 Jul 2020
Learning Neural Textual Representations for Citation Recommendation Binh Thanh Kieu Inigo Jauregi Unanue S. Pham H. X. Phan Massimo Piccardi 17 5 0 08 Jul 2020
Searching Scientific Literature for Answers on COVID-19 Questions Vincent Nguyen Maciej Rybiński Sarvnaz Karimi Zhenchang Xing 61 3 0 06 Jul 2020
CORD19STS: COVID-19 Semantic Textual Similarity Dataset Xiao Guo H. Mirzaalian Ekraam Sabir Aysush Jaiswal Wael AbdAlmageed 58 33 0 05 Jul 2020
Text Data Augmentation: Towards better detection of spear-phishing emails Mehdi Regina Maxime Meyer S. Goutal 72 18 0 04 Jul 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 196 921 0 03 Jul 2020
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning Pavel Denisov Ngoc Thang Vu 77 30 0 03 Jul 2020
ProtoryNet - Interpretable Text Classification Via Prototype Trajectories Dat Hong Tong Wang Stephen S. Baek AI4TS 61 0 0 03 Jul 2020
MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks Yusi Zhang Chuanjie Liu Angen Luo Hui Xue Xuan Shan Y. Luo Yiqian Xia Yuanchi Yan Haidong Wang 92 6 0 03 Jul 2020