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
Unbiased Sentence Encoder For Large-Scale Multi-lingual Search Engines Mahdi Hajiaghayi Monir Hajiaghayi Mark R. Bolin 39 0 0 01 Mar 2021
Token-Modification Adversarial Attacks for Natural Language Processing: A Survey Tom Roth Yansong Gao A. Abuadbba Surya Nepal Wei Liu AAML 110 12 0 01 Mar 2021
Topic Modelling Meets Deep Neural Networks: A Survey He Zhao Dinh Q. Phung Viet Huynh Yuan Jin Lan Du Wray Buntine BDL 61 144 0 28 Feb 2021
DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections Yury Zemlyanskiy Sudeep Gandhe Ruining He Bhargav Kanagal Anirudh Ravula Juraj Gottweis Fei Sha Ilya Eckstein SSL 58 11 0 26 Feb 2021
Retrieval Augmentation for Deep Neural Networks R. Ramos Patrícia Pereira Helena Moniz Joao Paulo Carvalho Bruno Martins VLM 30 0 0 25 Feb 2021
V2W-BERT: A Framework for Effective Hierarchical Multiclass Classification of Software Vulnerabilities Siddhartha Shankar Das Edoardo Serra M. Halappanavar A. Pothen E. Al-Shaer 51 50 0 23 Feb 2021
An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation Yujin Baek Sang-gyu Seo 36 0 0 19 Feb 2021
Scaling Creative Inspiration with Fine-Grained Functional Aspects of Ideas Tom Hope Ronen Tamari Hyeonsu B Kang Daniel Hershcovich Joel Chan A. Kittur Dafna Shahaf 42 19 0 19 Feb 2021
Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction Ayaan Haque V. Reddi Tyler Giallanza NoLa 59 60 0 18 Feb 2021
Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder Shuqi Lu Di He Chenyan Xiong Guolin Ke Waleed Malik Zhicheng Dou Paul N. Bennett Tie-Yan Liu Arnold Overwijk RALM 121 11 0 18 Feb 2021
Cross-SEAN: A Cross-Stitch Semi-Supervised Neural Attention Model for COVID-19 Fake News Detection William Scott Paka Rachit Bansal Abhay Kaushik Shubhashis Sengupta Tanmoy Chakraborty FedML GNN 100 120 0 17 Feb 2021
COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song 182 206 0 16 Feb 2021
Prioritizing Original News on Facebook Xiuyan Ni Shujian Bu Igor L. Markov 21 3 0 16 Feb 2021
Leveraging Acoustic and Linguistic Embeddings from Pretrained speech and language Models for Intent Classification Bidisha Sharma Maulik C. Madhavi Haizhou Li 51 20 0 15 Feb 2021
Privacy-Preserving Graph Convolutional Networks for Text Classification Timour Igamberdiev Ivan Habernal GNN 85 33 0 10 Feb 2021
Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge Zhuosheng Zhang Junlong Li Hai Zhao 79 24 0 10 Feb 2021
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog David Thulke Nico Daheim Christian Dugast Hermann Ney RALM 76 49 0 09 Feb 2021
Unsupervised Sentence-embeddings by Manifold Approximation and Projection Subhradeep Kayal 40 6 0 07 Feb 2021
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase Joey Tianyi Zhou XAI 137 89 0 03 Feb 2021
A Computational Framework for Slang Generation Zhewei Sun R. Zemel Yang Xu 56 21 0 03 Feb 2021
On Robustness of Neural Semantic Parsers Shuo Huang Zhuang Li Zhuang Li Lei Pan AAML 95 16 0 02 Feb 2021
NBSearch: Semantic Search and Visual Exploration of Computational Notebooks Xingjun Li Yuanxin Wang Hong Wang Yang-Feng Wang Jian Zhao 40 24 0 02 Feb 2021
Multilingual Email Zoning Bruno Jardim Ricardo Rei Mariana S. C. Almeida 21 0 0 31 Jan 2021
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning Amrita Saha Shafiq Joty Guosheng Lin NAI AIMat LRM 54 20 0 28 Jan 2021
Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition Pranay Gupta Divyanshu Sharma Ravi Kiran Sarvadevabhatla 67 19 0 27 Jan 2021
Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings Kailash Saravanakumar Miguel Ballesteros Muthu Kumar Chandrasekaran Kathleen McKeown 50 21 0 26 Jan 2021
Regulatory Compliance through Doc2Doc Information Retrieval: A case study in EU/UK legislation where text similarity has limitations Ilias Chalkidis Manos Fergadiotis Nikolaos Manginas Eva Katakalou Prodromos Malakasiotis AILaw 60 27 0 26 Jan 2021
Analyzing Zero-shot Cross-lingual Transfer in Supervised NLP Tasks Hyunjin Choi Judong Kim Seongho Joe Seungjai Min Youngjune Gwon 62 12 0 26 Jan 2021
Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks Hyunjin Choi Judong Kim Seongho Joe Youngjune Gwon SSeg 95 104 0 26 Jan 2021
Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale Gabriella Skitalinskaya Jonas Klaff Henning Wachsmuth 61 29 0 25 Jan 2021
A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts Katikapalli Subramanyam Kalyan S. Sangeetha 72 9 0 25 Jan 2021
Drug and Disease Interpretation Learning with Biomedical Entity Representation Transformer Z. Miftahutdinov Artur Kadurin R. Kudrin E. Tutubalina MedIm 86 8 0 22 Jan 2021
A multi-perspective combined recall and rank framework for Chinese procedure terminology normalization Ming Liang Kui Xue Tong Ruan 85 0 0 22 Jan 2021
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 74 23 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 25 2 0 19 Jan 2021
Single versus Multiple Annotation for Named Entity Recognition of Mutations D. M. Iraola Antonio Jimeno Yepes 40 1 0 19 Jan 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 400 1,399 0 17 Jan 2021
Transformer-Based Models for Question Answering on COVID19 Hillary Ngai Yoona Park John Chen Mahboobeh Parsapoor OOD 48 21 0 16 Jan 2021
ECOL: Early Detection of COVID Lies Using Content, Prior Knowledge and Source Information Ipek Baris Zeyd Boukhers 46 9 0 14 Jan 2021
Machine-Assisted Script Curation Manuel R. Ciosici Joseph Cummings Mitchell DeHaven Alex Hedges Yash Kankanampati Dong-Ho Lee R. Weischedel Marjorie Freedman 49 7 0 14 Jan 2021
On the Calibration and Uncertainty of Neural Learning to Rank Models Gustavo Penha C. Hauff 262 30 0 12 Jan 2021
Screen2Vec: Semantic Embedding of GUI Screens and GUI Components Toby Jia-Jun Li Lindsay Popowski Tom Michael Mitchell Brad A. Myers 82 105 0 11 Jan 2021
Identification of COVID-19 related Fake News via Neural Stacking Boshko Koloski Timen Stepisnik Perdih Senja Pollak Blaž Škrlj 66 21 0 11 Jan 2021
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection Alexander Podolskiy Dmitry Lipin A. Bout Ekaterina Artemova Irina Piontkovskaya OODD 267 86 0 11 Jan 2021
TIB's Visual Analytics Group at MediaEval '20: Detecting Fake News on Corona Virus and 5G Conspiracy Gullal Singh Cheema Sherzod Hakimov Ralph Ewerth 50 6 0 10 Jan 2021
Multistage BiCross encoder for multilingual access to COVID-19 health information Iknoor Singh Carolina Scarton Kalina Bontcheva 37 4 0 08 Jan 2021
Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity Ankush Chopra S. Agrawal Sohom Ghosh RALM 45 4 0 07 Jan 2021
Multitask Learning for Emotion and Personality Detection Yang Li Amirmohammad Kazameini Yash Mehta Min Zhang CVBM 27 17 0 07 Jan 2021
Multitask Learning for Class-Imbalanced Discourse Classification Alexander Spangher Jonathan May Sz-Rung Shiang Lingjia Deng 82 5 0 02 Jan 2021
RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge Bill Yuchen Lin Ziyi Wu Yichi Yang Dong-Ho Lee Xiang Ren ReLM LRM 291 68 0 02 Jan 2021