Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019

27 August 2019

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

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TransQuest at WMT2020: Sentence-Level Direct AssessmentConference on Machine Translation (WMT), 2020 Tharindu Ranasinghe Constantin Orasan R. Mitkov 138 45 0 11 Oct 2020
Connecting the Dots Between Fact Verification and Fake News DetectionInternational Conference on Computational Linguistics (COLING), 2020 Qifei Li Wangchunshu Zhou 125 30 0 11 Oct 2020
Contrastive Representation Learning: A Framework and ReviewIEEE Access (IEEE Access), 2020 Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 514 832 0 10 Oct 2020
On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise TasksFindings (Findings), 2020 Stephen Mussmann Robin Jia Abigail Z. Jacobs 141 15 0 10 Oct 2020
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)Annual Review of Biomedical Data Science (ARBDS), 2020 Qingyu Chen Robert Leaman Alexis Allot Ling Luo Chih-Hsuan Wei Shankai Yan Zhiyong Lu 205 40 0 09 Oct 2020
Mark-Evaluate: Assessing Language Generation using Population Estimation MethodsInternational Conference on Computational Linguistics (COLING), 2020 Gonçalo Mordido Christoph Meinel 82 8 0 09 Oct 2020
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers Kyle Lo Aida Amini Aman Rangapur Madeleine van Zuylen Sravanthi Parasa Eric Horvitz Daniel S. Weld Roy Schwartz Hannaneh Hajishirzi 334 30 0 08 Oct 2020
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank Eleftheria Briakou Marine Carpuat 115 27 0 07 Oct 2020
Inductive Entity Representations from Text via Link Prediction Daniel Daza Michael Cochez Paul T. Groth 249 125 0 07 Oct 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases Mingzhu Wu N. Moosavi Andreas Rucklé Iryna Gurevych AI4CE 172 17 0 07 Oct 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization Tzuf Paz-Argaman Yuval Atzmon Gal Chechik Reut Tsarfaty VLM 141 33 0 07 Oct 2020
COD3S: Diverse Generation with Discrete Semantic Signatures Nathaniel Weir João Sedoc Benjamin Van Durme 111 14 0 06 Oct 2020
DaNetQA: a yes/no Question Answering Dataset for the Russian LanguageInternational Joint Conference on the Analysis of Images, Social Networks and Texts (AISNT), 2020 T. Glushkova Alexey Machnev Alena Fenogenova Tatiana Shavrina Ekaterina Artemova D. Ignatov 136 11 0 06 Oct 2020
Conversational Document Prediction to Assist Customer Care AgentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jatin Ganhotra Haggai Roitman Doron Cohen Nathaniel Mills Chulaka Gunasekara Y. Mass Sachindra Joshi Luis A. Lastras D. Konopnicki 118 4 0 05 Oct 2020
MedFilter: Improving Extraction of Task-relevant Utterances from Doctor-Patient Conversations through Integration of Discourse Structure and Ontological KnowledgeConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Sopan Khosla Shikhar Vashishth J. Lehman Carolyn Rose MedIm 150 2 0 05 Oct 2020
Self-training Improves Pre-training for Natural Language UnderstandingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Jingfei Du Edouard Grave Beliz Gunel Vishrav Chaudhary Onur Çelebi Michael Auli Ves Stoyanov Alexis Conneau VLM LRM SSL 155 169 0 05 Oct 2020
Local Additivity Based Data Augmentation for Semi-supervised NERConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jiaao Chen Zhenghui Wang Ran Tian Zichao Yang Diyi Yang 193 63 0 04 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jiaao Chen Diyi Yang 179 160 0 04 Oct 2020
A Light Heterogeneous Graph Collaborative Filtering Model using Textual InformationKnowledge-Based Systems (KBS), 2020 Chaoyang Wang Zhiqiang Guo Guohui Li Jianjun Li Peng Pan Ke Liu 163 10 0 04 Oct 2020
Multilevel Text Alignment with Cross-Document AttentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Xuhui Zhou Nikolaos Pappas Noah A. Smith 110 19 0 03 Oct 2020
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive ScaleConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Andreas Rucklé Jonas Pfeiffer Iryna Gurevych 127 39 0 02 Oct 2020
SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding SpacesInternational Workshop on Semantic Evaluation (SemEval), 2020 K. Vani Sandra Mitrović Alessandro Antonucci Fabio Rinaldi LLMSV 145 24 0 02 Oct 2020
Case-Based Abductive Natural Language Inference Marco Valentino Mokanarangan Thayaparan André Freitas 208 7 0 30 Sep 2020
Similarity Detection Pipeline for Crawling a Topic Related Fake News Corpus Inna Vogel Jeong-Eun Choi M. Meghana 92 0 0 28 Sep 2020
RecoBERT: A Catalog Language Model for Text-Based RecommendationsFindings (Findings), 2020 Itzik Malkiel Oren Barkan Avi Caciularu Noam Razin Ori Katz Noam Koenigstein 221 14 0 25 Sep 2020
An Unsupervised Sentence Embedding Method by Mutual Information MaximizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Yan Zhang Ruidan He Zuozhu Liu Kwan Hui Lim Lidong Bing SSL 228 187 0 25 Sep 2020
A Comparative Study on Structural and Semantic Properties of Sentence Embeddings Alexander Kalinowski Yuan An 3DV 74 1 0 23 Sep 2020
Can questions summarize a corpus? Using question generation for characterizing COVID-19 research Gabriela Surita Rodrigo Nogueira R. Lotufo 88 7 0 19 Sep 2020
OpenAttack: An Open-source Textual Adversarial Attack ToolkitAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Guoyang Zeng Fanchao Qi Qianrui Zhou Ting Zhang Zixian Ma Bairu Hou Yuan Zang Zhiyuan Liu Maosong Sun AAML 360 133 0 19 Sep 2020
Prior Art Search and Reranking for Generated Patent Text Jieh-Sheng Lee J. Hsiang 132 17 0 19 Sep 2020
COMET: A Neural Framework for MT EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 428 1,335 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 199 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 210 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 201 15 0 13 Sep 2020
Alfie: An Interactive Robot with a Moral CompassInternational Conference on Multimodal Interaction (ICMI), 2020 Cigdem Turan P. Schramowski Constantin Rothkopf Kristian Kersting LM&Ro 78 0 0 11 Sep 2020
Learning Universal Representations from Word to Sentence Yian Li Hai Zhao SSL 117 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 147 17 0 08 Sep 2020
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data HidingIEEE Symposium on Security and Privacy (IEEE S&P), 2020 Sahar Abdelnabi Mario Fritz WaLM 284 183 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 130 4 0 01 Sep 2020
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language Intent Geert Heyman Tom Van Cutsem 158 36 0 27 Aug 2020
Query Focused Multi-document Summarisation of Biomedical TextsConference and Labs of the Evaluation Forum (CLEF), 2020 Diego Mollá Aliod Christopher Jones Vincent Nguyen 219 12 0 27 Aug 2020
Contextualized moral inference Jing Yi Xie Graeme Hirst Yang Xu 181 7 0 25 Aug 2020
VisualSem: A High-quality Knowledge Graph for Vision and Language Houda Alberts Teresa Huang Y. Deshpande Yibo Liu Dong Wang Clara Vania Iacer Calixto VLM 235 55 0 20 Aug 2020
Ranking Clarification Questions via Natural Language Inference Vaibhav Kumar Vikas Raunak Jamie Callan ELM 127 16 0 18 Aug 2020
A Survey of Active Learning for Text Classification using Deep Neural Networks Christopher Schröder A. Niekler 146 107 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 99 25 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 152 12 0 14 Aug 2020
Exploration of Gender Differences in COVID-19 Discourse on Reddit Jai Aggarwal Ella Rabinovich S. Stevenson 100 22 0 13 Aug 2020
Using Experts' Opinions in Machine Learning Tasks J. Habibi Amir Fazelinia Issa Annamoradnejad 57 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 184 13 0 05 Aug 2020