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
Uncovering More Shallow Heuristics: Probing the Natural Language Inference Capacities of Transformer-Based Pre-Trained Language Models Using Syllogistic Patterns Reto Gubelmann Siegfried Handschuh ReLM LRM 80 6 0 19 Jan 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents Wenlong Huang Pieter Abbeel Deepak Pathak Igor Mordatch LM&Ro 134 1,129 0 18 Jan 2022
Klexikon: A German Dataset for Joint Summarization and Simplification Dennis Aumiller Michael Gertz 87 19 0 18 Jan 2022
COPA-SSE: Semi-structured Explanations for Commonsense Reasoning Ana Brassard Benjamin Heinzerling Pride Kavumba Kentaro Inui FAtt LRM 98 11 0 18 Jan 2022
Dialog Intent Induction via Density-based Deep Clustering Ensemble Jiashu Pu Guandan Chen Yongzhu Chang Xiaoxi Mao 46 1 0 18 Jan 2022
Text characterization based on recurrence networks Bárbara C. e Souza F. N. Silva Henrique F. de Arruda Giovana D. da Silva L. D. F. Costa D. R. Amancio AI4CE 62 9 0 17 Jan 2022
Memory-assisted prompt editing to improve GPT-3 after deployment Aman Madaan Niket Tandon Peter Clark Yiming Yang KELM 95 0 0 16 Jan 2022
Exposing the Obscured Influence of State-Controlled Media: A Causal Estimation of Influence Between Media Outlets Via Quotation Propagation J. Schlessinger R. Bennet Jacob Coakwell S. Smith E. Kao 23 0 0 16 Jan 2022
SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples Hao Wang Yangguang Li Zhen Huang Yong Dou Lingpeng Kong Jing Shao SSL 70 56 0 16 Jan 2022
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation Alisa Liu Swabha Swayamdipta Noah A. Smith Yejin Choi 217 221 0 16 Jan 2022
Machine Learning for Food Review and Recommendation Tan Le S. Hui 23 4 0 15 Jan 2022
Training Free Graph Neural Networks for Graph Matching Zhiyuan Liu Yixin Cao Fuli Feng Xiang Wang Jie Tang Kenji Kawaguchi Tat-Seng Chua 65 0 0 14 Jan 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 143 230 0 14 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 84 0 0 14 Jan 2022
Interactive Data Analysis with Next-step Natural Language Query Recommendation Xingbo Wang Furui Cheng Yong Wang Ke Xu Jiang Long Hong Lu Huamin Qu 88 15 0 13 Jan 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts Ting Jiang Jian Jiao Shaohan Huang Zi-qiang Zhang Deqing Wang Fuzhen Zhuang Furu Wei Haizhen Huang Liangjie Zhang Qi Zhang 93 125 0 12 Jan 2022
Continual Learning of Long Topic Sequences in Neural Information Retrieval Thomas Gerald Laure Soulier CLL 75 6 0 10 Jan 2022
Semantic and sentiment analysis of selected Bhagavad Gita translations using BERT-based language framework Rohitash Chandra Venkatesh Kulkarni 81 31 0 09 Jan 2022
Beyond modeling: NLP Pipeline for efficient environmental policy analysis J. Planas Daniel Firebanks-Quevedo G. Naydenova Ramansh Sharma Cristina Taylor Kathleen Buckingham Rong Fang 22 4 0 08 Jan 2022
CONFIDANT: A Privacy Controller for Social Robots Brian Tang Dakota Sullivan Bengisu Cagiltay Varun Chandrasekaran Kassem Fawaz Bilge Mutlu 18 14 0 08 Jan 2022
Semi-Supervised Clustering with Contrastive Learning for Discovering New Intents Feng juan Wei Zhenbo Chen Zhenghong Hao Fengxin Yang Hua Wei Bing Han Shengbo Guo 62 12 0 07 Jan 2022
A Transfer Learning Pipeline for Educational Resource Discovery with Application in Leading Paragraph Generation Irene Li T. George Alexander R. Fabbri Tammy Liao Benjamin Chen Rina Kawamura Richard Zhou Vanessa Yan Swapnil Hingmire Dragomir R. Radev 41 0 0 07 Jan 2022
Incremental Object Grounding Using Scene Graphs J. Yi Yoonwoo Kim Sonia Chernova LM&Ro 98 9 0 06 Jan 2022
Mining Adverse Drug Reactions from Unstructured Mediums at Scale H. Haq Veysel Kocaman D. Talby 113 11 0 05 Jan 2022
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management Jiajia Li Peijie Wang Letian Peng Shitou Zhang Xueyi Li Zuchao Li Haihui Zhao 62 1 0 04 Jan 2022
Towards Trustworthy AutoGrading of Short, Multi-lingual, Multi-type Answers Johannes Schneider Robin Richner Micha Riser AI4Ed 114 37 0 02 Jan 2022
Semantic Search for Large Scale Clinical Ontologies Duy-Hoa Ngo Madonna Kemp Donna L. Truran Bevan Koopman Alejandro Metke-Jimenez VLM 25 2 0 01 Jan 2022
TransLog: A Unified Transformer-based Framework for Log Anomaly Detection Hongcheng Guo Xin-Xue Lin Jian Yang Yi Zhuang Jiaqi Bai Tieqiao Zheng Bo Zhang Zhoujun Li 63 20 0 31 Dec 2021
RheFrameDetect: A Text Classification System for Automatic Detection of Rhetorical Frames in AI from Open Sources Saurav Ghosh P. Loustaunau 43 1 0 30 Dec 2021
Materialized Knowledge Bases from Commonsense Transformers Shrestha Ghosh Simon Razniewski 72 6 0 29 Dec 2021
Automatic Pharma News Categorization S. Adaszewski P. Kuner Ralf J. Jaeger OOD 88 3 0 28 Dec 2021
New Methods & Metrics for LFQA tasks Suchismit Mahapatra V. Blagojević P. Bertorello Prasanna Kumar 70 2 0 26 Dec 2021
ArT: All-round Thinker for Unsupervised Commonsense Question-Answering Jiawei Wang Hai Zhao LLMAG LRM 88 3 0 26 Dec 2021
TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language Quan Duong Mika Hämäläinen Khalid Alnajjar 42 1 0 23 Dec 2021
More Than Words: Towards Better Quality Interpretations of Text Classifiers Muhammad Bilal Zafar Philipp Schmidt Michele Donini Cédric Archambeau F. Biessmann Sanjiv Ranjan Das K. Kenthapadi FAtt 115 5 0 23 Dec 2021
InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition A. Glavan Estefanía Talavera 59 10 0 23 Dec 2021
Toward Educator-focused Automated Scoring Systems for Reading and Writing Mike Hardy 36 3 0 22 Dec 2021
Movie Recommender System using critic consensus A. Varma Kedareshwara Petluri 27 5 0 22 Dec 2021
Multimodal Analysis of memes for sentiment extraction Nayan Varma Alluri Neeli Dheeraj Krishna 46 14 0 22 Dec 2021
Classifier Data Quality: A Geometric Complexity Based Method for Automated Baseline And Insights Generation George Kour Marcel Zalmanovici Orna Raz Samuel Ackerman Ateret Anaby-Tavor 37 2 0 22 Dec 2021
Sentence Embeddings and High-speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents Hannes Westermann Jaromír Šavelka Vern R. Walker Kevin D. Ashley Karim Benyekhlef AILaw 50 25 0 21 Dec 2021
Multimodal Entity Tagging with Multimodal Knowledge Base Hao Peng Hang Li Lei Hou Juanzi Li Chao Qiao VLM 18 1 0 21 Dec 2021
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 89 38 0 21 Dec 2021
Learning Semi-Structured Representations of Radiology Reports Katic Tamara M. Pavlovski Danijela Sekulic Slobodan Vučetić MedIm 32 0 0 20 Dec 2021
Article Reranking by Memory-Enhanced Key Sentence Matching for Detecting Previously Fact-Checked Claims Qiang Sheng Juan Cao Xueyao Zhang Xirong Li L. Zhong KELM 78 28 0 20 Dec 2021
Tell me what you see: A zero-shot action recognition method based on natural language descriptions Valter Estevam Rayson Laroca David Menotti Hélio Pedrini 88 13 0 18 Dec 2021
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks Simone Marullo Matteo Tiezzi Marco Gori S. Melacci AAML GAN 36 2 0 18 Dec 2021
Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation Bichen Wu Rui Cheng Peizhao Zhang Tianren Gao Peter Vajda Joseph E. Gonzalez VLM 114 45 0 17 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 303 929 0 16 Dec 2021
Unsupervised Matching of Data and Text N. Ahmadi H. Sand Paolo Papotti 74 19 0 16 Dec 2021