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
Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking Qian Dong Yiding Liu Suqi Cheng Shuaiqiang Wang Zhicong Cheng Shuzi Niu D. Yin 63 24 0 25 Apr 2022
Meta Transfer Learning for Early Success Prediction in MOOCs Vinitra Swamy Mirko Marras Tanja Käser AI4Ed 70 20 0 25 Apr 2022
Supplementing Missing Visions via Dialog for Scene Graph Generations Zhenghao Zhao Ye Zhu Xiaoguang Zhu Yuzhang Shang Yan Yan 76 1 0 23 Apr 2022
Unified Pretraining Framework for Document Understanding Jiuxiang Gu Jason Kuen Vlad I. Morariu Handong Zhao Nikolaos Barmpalios R. Jain A. Nenkova Tong Sun 105 98 0 22 Apr 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings Miaoran Zhang Marius Mosbach David Ifeoluwa Adelani Michael A. Hedderich Dietrich Klakow 94 36 0 22 Apr 2022
Locally Aggregated Feature Attribution on Natural Language Model Understanding Shenmin Zhang Jin Wang Haitao Jiang Rui Song FAtt 77 4 0 22 Apr 2022
Exploiting Session Information in BERT-based Session-aware Sequential Recommendation Jinseok Seol Youngrok Ko Sang-goo Lee 71 21 0 22 Apr 2022
Metric Learning and Adaptive Boundary for Out-of-Domain Detection Petr Lorenc Tommaso Gargiani Jan Pichl Jakub Konrád Petro Marek Ondrej Kobza Jan Sedivý 45 0 0 22 Apr 2022
Detecting early signs of depression in the conversational domain: The role of transfer learning in low-resource scenarios Petr Lorenc Ana Sabina Uban Paolo Rosso Jan vSedivý 37 1 0 22 Apr 2022
Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review Ilia Kuznetsov Jan Buchmann Max Eichler Iryna Gurevych KELM 94 34 0 22 Apr 2022
Tweets2Stance: Users stance detection exploiting Zero-Shot Learning Algorithms on Tweets Margherita Gambini T. Fagni C. Senette Maurizio Tesconi 56 3 0 22 Apr 2022
Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues Gustavo Penha C. Hauff RALM 83 0 0 22 Apr 2022
Zero and Few-shot Learning for Author Profiling Mara Chinea-Rios Thomas Müller Gretel Liz De la Pena Sarracén Francisco Rangel Marc Franco-Salvador 62 14 0 22 Apr 2022
Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks Zhecan Wang Noel Codella Yen-Chun Chen Luowei Zhou Xiyang Dai ... Jianwei Yang Haoxuan You Kai-Wei Chang Shih-Fu Chang Lu Yuan VLM OffRL 84 23 0 22 Apr 2022
ICDBigBird: A Contextual Embedding Model for ICD Code Classification George Michalopoulos Michal Malyska Nicola Sahar Alexander Wong Helen H. Chen 120 21 0 21 Apr 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings Yung-Sung Chuang Rumen Dangovski Hongyin Luo Yang Zhang Shiyu Chang M. Soljavcić Shang-Wen Li Wen-tau Yih Yoon Kim James R. Glass 126 232 0 21 Apr 2022
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding Harish Tayyar Madabushi Edward Gow-Smith Marcos García Carolina Scarton M. Idiart Aline Villavicencio 65 50 0 21 Apr 2022
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics Zihan Zhang Meng Fang Ling-Hao Chen Mohammad-Reza Namazi-Rad 59 70 0 21 Apr 2022
Unsupervised Ranking and Aggregation of Label Descriptions for Zero-Shot Classifiers Angelo Basile Marc Franco-Salvador Paolo Rosso VLM 68 2 0 20 Apr 2022
Generative or Contrastive? Phrase Reconstruction for Better Sentence Representation Learning Bohong Wu Hai Zhao SSL 53 2 0 20 Apr 2022
Opal: Multimodal Image Generation for News Illustration Vivian Liu Han Qiao Lydia B. Chilton 120 104 0 19 Apr 2022
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge Ashwani Tanwar Jingqing Zhang Julia Ive Vibhor Gupta Yike Guo 81 3 0 19 Apr 2022
SmartSales: Sales Script Extraction and Analysis from Sales Chatlog Hua Liang Tianyu Liu Peiyi Wang Meng-Liang Rao Yunbo Cao 59 2 0 19 Apr 2022
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations Johannes Graf G. Lancho Patrick Zschech Kai Heinrich 46 3 0 19 Apr 2022
CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases Dung Ngoc Thai Srinivas Ravishankar Ibrahim Abdelaziz Mudit Chaudhary Nandana Mihindukulasooriya Tahira Naseem Rajarshi Das Pavan Kapanipathi Achille Fokoue Andrew McCallum 77 8 0 18 Apr 2022
Exploring Dimensionality Reduction Techniques in Multilingual Transformers Álvaro Huertas-García Alejandro Martín Javier Huertas-Tato David Camacho 64 9 0 18 Apr 2022
Non-Parallel Text Style Transfer with Self-Parallel Supervision Ruibo Liu Chongyang Gao Chenyan Jia Guangxuan Xu Soroush Vosoughi VLM 84 16 0 18 Apr 2022
HFT-ONLSTM: Hierarchical and Fine-Tuning Multi-label Text Classification Pengfei Gao Jingpeng Zhao Yinglong Ma Ahmad Tanvir Beihong Jin 28 0 0 18 Apr 2022
RLens: A Computer-aided Visualization System for Supporting Reflection on Language Learning under Distributed Tutorship Menglin Xia Yankun Zhao Jihyeong Hong Mehmet Hamza Erol Taewook Kim Juho Kim 30 0 0 17 Apr 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation Bill Yuchen Lin Kangmin Tan Chris Miller Beiwen Tian Xiang Ren LRM RALM 86 49 0 17 Apr 2022
nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models S. Nigam Navansh Goel AILaw 30 10 0 16 Apr 2022
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction Mingchen Li Jiasi Chen Samuel Mensah Nikolaos Aletras Xiulong Yang Yang Ye 113 14 0 16 Apr 2022
Unsupervised Attention-based Sentence-Level Meta-Embeddings from Contextualised Language Models Keigo Takahashi Danushka Bollegala 108 5 0 16 Apr 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling Lahari Poddar Peiyao Wang J. Reinspach 55 5 0 15 Apr 2022
Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph Mingchen Li Jonathan Shihao Ji 83 14 0 15 Apr 2022
Evaluating Factuality in Text Simplification Ashwin Devaraj William Sheffield Byron C. Wallace Junyi Jessy Li HILM 90 43 0 15 Apr 2022
Analysing similarities between legal court documents using natural language processing approaches based on Transformers R. S. Oliveira E. G. S. Nascimento AILaw 16 2 0 14 Apr 2022
Label Semantic Aware Pre-training for Few-shot Text Classification Aaron Mueller Jason Krone Salvatore Romeo Saab Mansour Elman Mansimov Yi Zhang Dan Roth VLM 67 38 0 14 Apr 2022
Exploring Dual Encoder Architectures for Question Answering Zhe Dong Jianmo Ni Daniel M. Bikel Enrique Alfonseca Yuanjin Wang Chen Qu I. Zitouni 67 18 0 14 Apr 2022
Composite Code Sparse Autoencoders for first stage retrieval Carlos Lassance Thibault Formal Stéphane Clinchant 70 4 0 14 Apr 2022
Learning to Generalize to More: Continuous Semantic Augmentation for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Rongxiang Weng Weihua Luo Jun Xie Rong Jin CLL 99 24 0 14 Apr 2022
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge Brielen Madureira David Schlangen 99 4 0 14 Apr 2022
What Matters in Language Conditioned Robotic Imitation Learning over Unstructured Data Oier Mees Lukás Hermann Wolfram Burgard LM&Ro 115 156 0 13 Apr 2022
Retrieval of Scientific and Technological Resources for Experts and Scholars Suyu Ouyang Yingxia Shao Ang Li 62 0 0 13 Apr 2022
Deep Annotation of Therapeutic Working Alliance in Psychotherapy Baihan Lin Guillermo Cecchi Djallel Bouneffouf 98 16 0 12 Apr 2022
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback Duy-Hung Nguyen Nguyen-Viet-Dung Nghiem Bao-Sinh Nguyen Dung Tien Le Shahab Sabahi Minh Le Nguyen Hung Le 75 13 0 12 Apr 2022
Neural Graph Matching for Modification Similarity Applied to Electronic Document Comparison Po-Fang Hsu Chiching Wei 47 0 0 12 Apr 2022
Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Dataset Stefan Larson Kevin Leach 77 9 0 12 Apr 2022
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation Hillary Ngai Frank Rudzicz FAtt LM&MA 43 6 0 11 Apr 2022
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems Ella Rabinovich Matan Vetzler David Boaz Vineet Kumar Gaurav Pandey Ateret Anaby-Tavor 58 7 0 11 Apr 2022