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
Subspace Regularizers for Few-Shot Class Incremental Learning Afra Feyza Akyürek Ekin Akyürek Derry Wijaya Jacob Andreas CLL 89 61 0 13 Oct 2021
Bond Default Prediction with Text Embeddings, Undersampling and Deep Learning Luke Jordan 21 0 0 13 Oct 2021
We've had this conversation before: A Novel Approach to Measuring Dialog Similarity Ofer Lavi Ella Rabinovich Segev Shlomov David Boaz Inbal Ronen Ateret Anaby-Tavor 95 5 0 12 Oct 2021
Rome was built in 1776: A Case Study on Factual Correctness in Knowledge-Grounded Response Generation Sashank Santhanam Behnam Hedayatnia Spandana Gella Aishwarya Padmakumar Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 88 35 0 11 Oct 2021
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric Suyoun Kim Duc Le Weiyi Zheng Tarun Singh Abhinav Arora Xiaoyu Zhai Christian Fuegen Ozlem Kalinli M. Seltzer 58 16 0 11 Oct 2021
Cross Domain Emotion Recognition using Few Shot Knowledge Transfer Justin Olah Sabyasachee Baruah Digbalay Bose Shrikanth Narayanan 76 6 0 11 Oct 2021
CoRGi: Content-Rich Graph Neural Networks with Attention Jooyeon Kim A. Lamb Simon Woodhead Simon L. Peyton Jones Cheng Zheng Miltiadis Allamanis 73 6 0 10 Oct 2021
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks Anton Chernyavskiy Dmitry Ilvovsky Pavel Kalinin Preslav Nakov 65 8 0 10 Oct 2021
What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study Mohamed Abdalla Krishnapriya Vishnubhotla Saif M. Mohammad 86 25 0 10 Oct 2021
Can Audio Captions Be Evaluated with Image Caption Metrics? Zelin Zhou Zhiling Zhang Xuenan Xu Zeyu Xie Mengyue Wu Kenny Q. Zhu 68 46 0 10 Oct 2021
The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design Yoav Levine Noam Wies Daniel Jannai D. Navon Yedid Hoshen Amnon Shashua AI4CE 116 37 0 09 Oct 2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Marvin Kaster Wei Zhao Steffen Eger 111 26 0 08 Oct 2021
Perceived and Intended Sarcasm Detection with Graph Attention Networks Joan Plepi Lucie Flek 82 24 0 08 Oct 2021
Creating Training Sets via Weak Indirect Supervision Jieyu Zhang Bohan Wang Xiangchen Song Yujing Wang Yaming Yang Jing Bai Alexander Ratner OffRL 151 17 0 07 Oct 2021
LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network Vibhav Agarwal Sudeep Deepak Shivnikar Sourav Ghosh H. Arora Yash Saini 40 8 0 06 Oct 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings Marco Di Giovanni Marco Brambilla 55 10 0 05 Oct 2021
Investigating the Impact of Pre-trained Language Models on Dialog Evaluation Chen Zhang L. F. D’Haro Yiming Chen Thomas Friedrichs Haizhou Li 66 5 0 05 Oct 2021
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus Sohrab Ferdowsi Nikolay Borissov J. Knafou P. Amini Douglas Teodoro 33 7 0 04 Oct 2021
Perhaps PTLMs Should Go to School -- A Task to Assess Open Book and Closed Book QA Manuel R. Ciosici Joe Cecil Alex Hedges Dong-Ho Lee Marjorie Freedman R. Weischedel 58 10 0 04 Oct 2021
Towards Theme Detection in Personal Finance Questions John X. Qiu Adam Faulkner Aysu Ezen-Can 51 2 0 04 Oct 2021
A Proposed Conceptual Framework for a Representational Approach to Information Retrieval Jimmy J. Lin 138 54 0 04 Oct 2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics Prajjwal Bhargava Aleksandr Drozd Anna Rogers 161 108 0 04 Oct 2021
Quantifying the Suicidal Tendency on Social Media: A Survey Muskan Garg 73 4 0 04 Oct 2021
Contextualized Semantic Distance between Highly Overlapped Texts Letian Peng Z. Li Hai Zhao 43 2 0 04 Oct 2021
Beyond Topics: Discovering Latent Healthcare Objectives from Event Sequences Adrian Wilkins-Caruana M. Bandara D. Catchpoole Paul J. Kennedy 18 3 0 04 Oct 2021
Multimodal Fusion Based Attentive Networks for Sequential Music Recommendation Kunal Vaswani Yudhik Agrawal Vinoo Alluri 24 10 0 03 Oct 2021
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences Yuan An Alexander Kalinowski Jane Greenberg 51 1 0 02 Oct 2021
SlovakBERT: Slovak Masked Language Model Matúš Pikuliak Stefan Grivalsky Martin Konopka Miroslav Blšták Martin Tamajka Viktor Bachratý Marian Simko Pavol Balázik Michal Trnka Filip Uhlárik 70 27 0 30 Sep 2021
Key Point Analysis via Contrastive Learning and Extractive Argument Summarization Milad Alshomary Timon Ziegenbein S. Syed Philipp Heinisch Maximilian Spliethover Philipp Cimiano Martin Potthast Henning Wachsmuth 82 17 0 30 Sep 2021
Sentiment-Aware Measure (SAM) for Evaluating Sentiment Transfer by Machine Translation Systems Hadeel Saadany Constantin Orasan Emad Mohamed Ashraf Tantavy 27 6 0 30 Sep 2021
Multilingual Fact Linking Keshav Kolluru Martín Rezk Pat Verga William W. Cohen Partha P. Talukdar ReLM LRM 77 10 0 29 Sep 2021
Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? -- A computational investigation Khazar Khorrami Okko Räsänen 91 21 0 29 Sep 2021
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health Andrew Lee Jonathan K. Kummerfeld Lawrence C. An Rada Mihalcea 98 24 0 28 Sep 2021
Active Learning for Argument Mining: A Practical Approach Nikolai Solmsdorf Dietrich Trautmann Hinrich Schütze HAI 40 1 0 28 Sep 2021
Multi-Task and Multi-Corpora Training Strategies to Enhance Argumentative Sentence Linking Performance Jan Wira Gotama Putra Simone Teufel T. Tokunaga LRM 63 7 0 27 Sep 2021
Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations Fangyu Liu Yunlong Jiao Jordan Massiah Emine Yilmaz Serhii Havrylov SSL 145 29 0 27 Sep 2021
Language Invariant Properties in Natural Language Processing Federico Bianchi Debora Nozza Dirk Hovy 86 4 0 27 Sep 2021
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Che Liu Rui Wang Jinghua Liu Jian Sun Fei Huang Luo Si 100 40 0 26 Sep 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification Neema Kotonya Thomas Spooner Daniele Magazzeni Francesca Toni 85 13 0 25 Sep 2021
Finetuning Transformer Models to Build ASAG System Mithun Thakkar 15 2 0 25 Sep 2021
Automated Fact-Checking: A Survey Xia Zeng Amani S. Abumansour A. Zubiaga HILM 268 96 0 23 Sep 2021
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21 Lihua Qian Yi Zhou Zaixiang Zheng Yaoming Zhu Zehui Lin Jiangtao Feng Shanbo Cheng Lei Li Mingxuan Wang Hao Zhou 89 18 0 23 Sep 2021
BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles Yunxiang Zhang Xiaojun Wan 115 12 0 23 Sep 2021
Actionable Conversational Quality Indicators for Improving Task-Oriented Dialog Systems Michael Higgins Dominic Widdows Chris Brew Gwen Christian Andrew Maurer ... Akshay Hazare George Bonev Beth Ann Hockey Kristen Howell Joe Bradley 41 1 0 22 Sep 2021
Scalable Fact-checking with Human-in-the-Loop Jing Yang D. Vega-Oliveros Taís Seibt Anderson de Rezende Rocha 57 10 0 22 Sep 2021
A Hierarchical Network-Oriented Analysis of User Participation in Misinformation Spread on WhatsApp G. Nobre C. H. G. Ferreira Jussara M. Almeida 27 41 0 22 Sep 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 87 23 0 21 Sep 2021
Distilling Relation Embeddings from Pre-trained Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert 77 22 0 21 Sep 2021
ConvFiT: Conversational Fine-Tuning of Pretrained Language Models Ivan Vulić Pei-hao Su Sam Coope D. Gerz Paweł Budzianowski I. Casanueva Nikola Mrkvsić Tsung-Hsien Wen 103 37 0 21 Sep 2021
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski Stéphane Clinchant 297 190 0 21 Sep 2021