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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Event-Driven News Stream Clustering using Entity-Aware Contextual EmbeddingsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Kailash Saravanakumar Miguel Ballesteros Muthu Kumar Chandrasekaran Kathleen McKeown 133 23 0 26 Jan 2021
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitationsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Ilias Chalkidis Manos Fergadiotis Nikolaos Manginas Eva Katakalou Prodromos Malakasiotis AILaw 126 30 0 26 Jan 2021
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP TasksInternational Conference on Pattern Recognition (ICPR), 2021 Hyunjin Choi Judong Kim Seongho Joe Seungjai Min Youngjune Gwon 147 16 0 26 Jan 2021
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP TasksInternational Conference on Pattern Recognition (ICPR), 2021 Hyunjin Choi Judong Kim Seongho Joe Youngjune Gwon SSeg 194 132 0 26 Jan 2021
Learning From Revisions: Quality Assessment of Claims in Argumentation at ScaleConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Gabriella Skitalinskaya Jonas Klaff Henning Wachsmuth 125 35 0 25 Jan 2021
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts Katikapalli Subramanyam Kalyan S. Sangeetha 140 9 0 25 Jan 2021
Drug and Disease Interpretation Learning with Biomedical Entity Representation TransformerEuropean Conference on Information Retrieval (ECIR), 2021 Z. Miftahutdinov Artur Kadurin R. Kudrin E. Tutubalina MedIm 174 8 0 22 Jan 2021
A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization Ming Liang Kui Xue Tong Ruan 159 0 0 22 Jan 2021
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual RetrievalEuropean Conference on Information Retrieval (ECIR), 2021 Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 179 27 0 21 Jan 2021
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series L. Christino M. D. Ferreira F. Paulovich 89 2 0 19 Jan 2021
Single versus Multiple Annotation for Named Entity Recognition of Mutations D. M. Iraola Antonio Jimeno Yepes 92 2 0 19 Jan 2021
What Makes Good In-Context Examples for GPT- $3$ ?Workshop on Knowledge Extraction and Integration for Deep Learning Architectures; Deep Learning Inside Out (DEELIO), 2021 Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 568 1,604 0 17 Jan 2021
Transformer-Based Models for Question Answering on COVID19 Hillary Ngai Yoona Park John Chen Mahboobeh Parsapoor OOD 117 23 0 16 Jan 2021
ECOL: Early Detection of COVID Lies Using Content, Prior Knowledge and Source Information Ipek Baris Zeyd Boukhers 118 11 0 14 Jan 2021
Machine-Assisted Script CurationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Manuel R. Ciosici Joseph Cummings Mitchell DeHaven Alex Hedges Yash Kankanampati Dong-Ho Lee R. Weischedel Marjorie Freedman 225 7 0 14 Jan 2021
On the Calibration and Uncertainty of Neural Learning to Rank ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Gustavo Penha C. Hauff 427 36 0 12 Jan 2021
Screen2Vec: Semantic Embedding of GUI Screens and GUI ComponentsInternational Conference on Human Factors in Computing Systems (CHI), 2021 Toby Jia-Jun Li Lindsay Popowski Tom Michael Mitchell Brad A. Myers 221 115 0 11 Jan 2021
Identification of COVID-19 related Fake News via Neural Stacking Boshko Koloski Timen Stepisnik Perdih Senja Pollak Blaž Škrlj 192 24 0 11 Jan 2021
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain DetectionAAAI Conference on Artificial Intelligence (AAAI), 2021 Alexander Podolskiy Dmitry Lipin A. Bout Ekaterina Artemova Irina Piontkovskaya OODD 435 93 0 11 Jan 2021
TIB's Visual Analytics Group at MediaEval '20: Detecting Fake News on Corona Virus and 5G ConspiracyMediaEval Benchmarking Initiative for Multimedia Evaluation (MediaEval), 2021 Gullal Singh Cheema Sherzod Hakimov Ralph Ewerth 128 7 0 10 Jan 2021
Multistage BiCross encoder for multilingual access to COVID-19 health informationPLoS ONE (PLOS ONE), 2021 Iknoor Singh Carolina Scarton Kalina Bontcheva 186 4 0 08 Jan 2021
Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question SimilarityInternational Conference on Advances in Computing and Artificial Intelligence (ACAI), 2020 Ankush Chopra S. Agrawal Sohom Ghosh RALM 107 4 0 07 Jan 2021
Multitask Learning for Emotion and Personality Detection Yang Li Amirmohammad Kazameini Yash Mehta Xiaoshi Zhong CVBM 124 20 0 07 Jan 2021
Multitask Learning for Class-Imbalanced Discourse Classification Alexander Spangher Jonathan May Sz-Rung Shiang Lingjia Deng 159 5 0 02 Jan 2021
RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense KnowledgeFindings (Findings), 2021 Bill Yuchen Lin Ziyi Wu Yichi Yang Dong-Ho Lee Xiang Ren ReLM LRM 553 79 0 02 Jan 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 339 284 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot LearnersAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Tianyu Gao Adam Fisch Danqi Chen 805 2,174 0 31 Dec 2020
Coreference Reasoning in Machine Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Mingzhu Wu N. Moosavi Dan Roth Iryna Gurevych LRM 215 10 0 31 Dec 2020
CLEAR: Contrastive Learning for Sentence Representation Zhuofeng Wu Sinong Wang Jiatao Gu Madian Khabsa Fei Sun Hao Ma SSL 229 344 0 31 Dec 2020
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human DemonstrationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Weiyan Shi Yu Li Saurav Sahay Zhou Yu OffRL 333 34 0 31 Dec 2020
SemGloVe: Semantic Co-occurrences for GloVe from BERTIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020 Yaoyao Yu Zhiyang Teng Yue Zhang Linchao Zhu Leilei Gan Yi Yang 159 21 0 30 Dec 2020
Image-to-Image Retrieval by Learning Similarity between Scene GraphsAAAI Conference on Artificial Intelligence (AAAI), 2020 Sangwoong Yoon Woo-Young Kang Sungwook Jeon SeongEun Lee C. Han Jonghun Park Eun-Sol Kim 3DH 204 52 0 29 Dec 2020
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 297 61 0 28 Dec 2020
The Curse of Dense Low-Dimensional Information Retrieval for Large Index SizesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Nils Reimers Iryna Gurevych 176 69 0 28 Dec 2020
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero Shayne Longpre Ni Lao Andrew J. Frank Christopher DuBois LRM 216 5 0 28 Dec 2020
Fine-grained Emotion and Intent Learning in Movie Dialogues A. Welivita Yubo Xie P. Pu 152 6 0 25 Dec 2020
Alleviating Noisy Data in Image Captioning with Cooperative Distillation Pierre Dognin Igor Melnyk Youssef Mroueh Inkit Padhi Mattia Rigotti Jarret Ross Yair Schiff VLM 46 1 0 21 Dec 2020
BERT Goes Shopping: Comparing Distributional Models for Product Representations Federico Bianchi Bingqing Yu Jacopo Tagliabue 214 16 0 17 Dec 2020
Autoregressive Reasoning over Chains of Facts with TransformersInternational Conference on Computational Linguistics (COLING), 2020 Ruben Cartuyvels Graham Spinks Marie-Francine Moens ReLM LRM 129 15 0 17 Dec 2020
Assessing COVID-19 Impacts on College Students via Automated Processing of Free-form TextInternational Conference on Health Informatics (ICHI), 2020 Ravi Sharma Srivyshnavi Pagadala Pratool Bharti Sriram Chellappan Trine Schmidt Raj Goyal 95 7 0 17 Dec 2020
Objective-Based Hierarchical Clustering of Deep Embedding VectorsAAAI Conference on Artificial Intelligence (AAAI), 2020 Stanislav A. Naumov G. Yaroslavtsev Dmitrii Avdiukhin 280 26 0 15 Dec 2020
Learning to Check Contract InconsistenciesAAAI Conference on Artificial Intelligence (AAAI), 2020 Shuo Zhang Junzhou Zhao Pinghui Wang Nuo Xu Yang Yang Yiting Liu Y. Huang Junlan Feng 140 4 0 15 Dec 2020
Primer AI's Systems for Acronym Identification and Disambiguation Nicholas Egan John Bohannon 257 8 0 14 Dec 2020
Parameter-Efficient Transfer Learning with Diff PruningAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Demi Guo Alexander M. Rush Yoon Kim 298 465 0 14 Dec 2020
A Practical Approach towards Causality Mining in Clinical Text using Active Transfer LearningJournal of Biomedical Informatics (JBI), 2020 Musarrat Hussain Fahad Ahmed Satti Jamil Hussain Taqdir Ali Syed Imran Ali H. M. Bilal Gwang Hoon Park Sungyoung Lee 168 8 0 10 Dec 2020
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text Nishtha Madaan Inkit Padhi Naveen Panwar Diptikalyan Saha CML 280 113 0 08 Dec 2020
Structural Text Segmentation of Legal Documents Dennis Aumiller Satya Almasian S. Lackner Michael Gertz AILaw 284 36 0 07 Dec 2020
Leveraging Automated Machine Learning for Text Classification: Evaluation of AutoML Tools and Comparison with Human Performance Matthias Blohm Marc Hanussek Maximilien Kintz 195 22 0 07 Dec 2020
An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data Lili Wang Chongyang Gao Jason W. Wei Weicheng Ma Ruibo Liu Soroush Vosoughi 125 15 0 07 Dec 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Ruibo Liu Guangxuan Xu Chenyan Jia Weicheng Ma Lili Wang Soroush Vosoughi 169 114 0 05 Dec 2020