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
DocSCAN: Unsupervised Text Classification via Learning from Neighbors Dominik Stammbach Elliott Ash 78 9 0 09 May 2021
Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval Hongyin Tang Xingwu Sun Beihong Jin Jingang Wang Fuzheng Zhang Wei Wu RALM 164 39 0 08 May 2021
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference Mokanarangan Thayaparan Marco Valentino Deborah Ferreira Julia Rozanova André Freitas 120 10 0 07 May 2021
Hone as You Read: A Practical Type of Interactive Summarization Tanner A. Bohn Charles X. Ling 59 9 0 06 May 2021
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph Junhan Yang Zheng Liu Shitao Xiao Chaozhuo Li Defu Lian Sanjay Agrawal Amit Singh Guangzhong Sun Xing Xie AI4CE 89 160 0 06 May 2021
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning Xiangyu Peng Siyan Li Sarah Wiegreffe Mark O. Riedl LRM 128 39 0 04 May 2021
Modeling Social Readers: Novel Tools for Addressing Reception from Online Book Reviews Pavan Holur Shadi Shahsavari Ehsan Ebrahimzadeh Timothy R. Tangherlini V. Roychowdhury 53 4 0 03 May 2021
Russian News Clustering and Headline Selection Shared Task I. Gusev I. Smurov 55 7 0 03 May 2021
MRCBert: A Machine Reading ComprehensionApproach for Unsupervised Summarization Saurabh Jain Guokai Tang L. Chi 24 1 0 01 May 2021
Paraphrastic Representations at Scale John Wieting Kevin Gimpel Graham Neubig Taylor Berg-Kirkpatrick 136 19 0 30 Apr 2021
Entailment as Few-Shot Learner Sinong Wang Han Fang Madian Khabsa Hanzi Mao Hao Ma 106 185 0 29 Apr 2021
Evaluating Document Representations for Content-based Legal Literature Recommendations Malte Ostendorff Elliott Ash Terry Ruas Bela Gipp J. Moreno-Schneider Georg Rehm AILaw 57 23 0 28 Apr 2021
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories Minjin Choi Sunkyung Lee Eunseong Choi Heesoo Park Junhyuk Lee Dongwon Lee Jongwuk Lee 51 103 0 28 Apr 2021
Semi-supervised Interactive Intent Labeling Saurav Sahay Eda Okur N. Hakim L. Nachman VLM 51 8 0 27 Apr 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 295 313 0 27 Apr 2021
Extractive and Abstractive Explanations for Fact-Checking and Evaluation of News Ashkan Kazemi Zehua Li Verónica Pérez-Rosas Rada Mihalcea 78 14 0 27 Apr 2021
Open Intent Discovery through Unsupervised Semantic Clustering and Dependency Parsing Pengfei Liu Youzhang Ning King Keung Wu Kun Li Helen Meng 39 19 0 25 Apr 2021
Deep learning for sentence clustering in essay grading support Li-Hsin Chang Iiro Rastas S. Pyysalo Filip Ginter 60 8 0 23 Apr 2021
Prediction, Selection, and Generation: Exploration of Knowledge-Driven Conversation System Cheng Luo Dayiheng Liu Chanjuan Li Li Lu Jiancheng Lv 35 0 0 23 Apr 2021
Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks Junhan Yang Zheng Liu Bowen Jin Jianxun Lian Defu Lian Akshay Soni Eun Yong Kang Yajun Wang Guangzhong Sun Xing Xie 71 1 0 22 Apr 2021
Revisiting Document Representations for Large-Scale Zero-Shot Learning Jihyung Kil Wei-Lun Chao VLM 100 10 0 21 Apr 2021
Towards Solving Multimodal Comprehension Pritish Sahu Karan Sikka Ajay Divakaran 31 2 0 20 Apr 2021
Identifying Helpful Sentences in Product Reviews Iftah Gamzu Hila Gonen Gilad Kutiel Ran Levy Eugene Agichtein 47 24 0 20 Apr 2021
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering Meryem M'hamdi Doo Soon Kim Franck Dernoncourt Trung Bui Xiang Ren Jonathan May 93 20 0 20 Apr 2021
NewsEdits: A Dataset of Revision Histories for News Articles (Technical Report: Data Processing) Alexander Spangher Jonathan May KELM 34 4 0 19 Apr 2021
Surrogate Gradient Field for Latent Space Manipulation Minjun Li Yanghua Jin Huachun Zhu GAN 67 18 0 19 Apr 2021
Mining Latent Structures for Multimedia Recommendation Jinghao Zhang Yanqiao Zhu Qiang Liu Shu Wu Shuhui Wang Liang Wang BDL 124 207 0 19 Apr 2021
Data-Efficient Language-Supervised Zero-Shot Learning with Self-Distillation Rui Cheng Bichen Wu Peizhao Zhang Peter Vajda Joseph E. Gonzalez CLIP VLM 83 33 0 18 Apr 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 306 3,450 0 18 Apr 2021
FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks Bill Yuchen Lin Chaoyang He ZiHang Zeng Hulin Wang Yufen Huang Christophe Dupuy Rahul Gupta Mahdi Soltanolkotabi Xiang Ren Salman Avestimehr FedML 88 116 0 18 Apr 2021
SciCo: Hierarchical Cross-Document Coreference for Scientific Concepts Arie Cattan Sophie Johnson Daniel S. Weld Ido Dagan Iz Beltagy Doug Downey Tom Hope 118 24 0 18 Apr 2021
Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines Saadia Gabriel Skyler Hallinan Maarten Sap Pemi Nguyen Franziska Roesner Eunsol Choi Yejin Choi 103 44 0 18 Apr 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 399 206 0 18 Apr 2021
Dual-View Distilled BERT for Sentence Embedding Xingyi Cheng 3DV 63 14 0 18 Apr 2021
"Average" Approximates "First Principal Component"? An Empirical Analysis on Representations from Neural Language Models Zihan Wang Chengyu Dong Jingbo Shang FAtt 140 4 0 18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 450 1,064 0 17 Apr 2021
Multi-Perspective Abstractive Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Mona T. Diab 69 7 0 17 Apr 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data D. Gerz Pei-hao Su Razvan Kusztos Avishek Mondal M. Lis Eshan Singhal N. Mrksic Tsung-Hsien Wen Ivan Vulić 79 35 0 17 Apr 2021
Frequency-based Distortions in Contextualized Word Embeddings Kaitlyn Zhou Kawin Ethayarajh Dan Jurafsky 64 23 0 17 Apr 2021
Context-Aware Interaction Network for Question Matching Zhe Hu Zuohui Fu Yue Yin Gerard de Melo 70 16 0 17 Apr 2021
Concadia: Towards Image-Based Text Generation with a Purpose Elisa Kreiss Fei Fang Noah D. Goodman Christopher Potts 139 23 0 16 Apr 2021
An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task Alexandros Ioannidis 39 6 0 16 Apr 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 117 170 0 16 Apr 2021
Condenser: a Pre-training Architecture for Dense Retrieval Luyu Gao Jamie Callan AI4CE 69 269 0 16 Apr 2021
What to Pre-Train on? Efficient Intermediate Task Selection Clifton A. Poth Jonas Pfeiffer Andreas Rucklé Iryna Gurevych 113 100 0 16 Apr 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier VLM OffRL 126 121 0 16 Apr 2021
BERT2Code: Can Pretrained Language Models be Leveraged for Code Search? Abdullah Al Ishtiaq Masum Hasan Md. Mahim Anjum Haque Kazi Sajeed Mehrab Tanveer Muttaqueen Tahmid Hasan Anindya Iqbal Rifat Shahriyar 45 5 0 16 Apr 2021
Are Classes Clusters? Kees Varekamp 21 2 0 16 Apr 2021
Generating Datasets with Pretrained Language Models Timo Schick Hinrich Schütze 178 235 0 15 Apr 2021
Vec2GC -- A Graph Based Clustering Method for Text Representations Rajesh N. Rao Manojit Chakraborty GNN 28 1 0 15 Apr 2021