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
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 153 251 0 01 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 460 1,987 0 31 Dec 2020
Coreference Reasoning in Machine Reading Comprehension Mingzhu Wu N. Moosavi Dan Roth Iryna Gurevych LRM 49 8 0 31 Dec 2020
CLEAR: Contrastive Learning for Sentence Representation Zhuofeng Wu Sinong Wang Jiatao Gu Madian Khabsa Fei Sun Hao Ma SSL 82 324 0 31 Dec 2020
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration Weiyan Shi Yu Li Saurav Sahay Zhou Yu OffRL 184 29 0 31 Dec 2020
SemGloVe: Semantic Co-occurrences for GloVe from BERT Leilei Gan Zhiyang Teng Yue Zhang Linchao Zhu Leilei Gan Yi Yang 60 17 0 30 Dec 2020
Image-to-Image Retrieval by Learning Similarity between Scene Graphs Sangwoong Yoon Woo-Young Kang Sungwook Jeon SeongEun Lee C. Han Jonghun Park Eun-Sol Kim 3DH 96 45 0 29 Dec 2020
Universal Sentence Representation Learning with Conditional Masked Language Model Ziyi Yang Yinfei Yang Daniel Cer Jax Law Eric F. Darve SSL 93 58 0 28 Dec 2020
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes Nils Reimers Iryna Gurevych 78 60 0 28 Dec 2020
Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero Shayne Longpre Ni Lao Andrew J. Frank Christopher DuBois LRM 73 5 0 28 Dec 2020
Fine-grained Emotion and Intent Learning in Movie Dialogues A. Welivita Yubo Xie P. Pu 56 6 0 25 Dec 2020
Alleviating Noisy Data in Image Captioning with Cooperative Distillation Pierre Dognin Igor Melnyk Youssef Mroueh Inkit Padhi Mattia Rigotti Jarret Ross Yair Schiff VLM 18 1 0 21 Dec 2020
BERT Goes Shopping: Comparing Distributional Models for Product Representations Federico Bianchi Bingqing Yu Jacopo Tagliabue 60 15 0 17 Dec 2020
Autoregressive Reasoning over Chains of Facts with Transformers Ruben Cartuyvels Graham Spinks Marie-Francine Moens ReLM LRM 45 15 0 17 Dec 2020
Assessing COVID-19 Impacts on College Students via Automated Processing of Free-form Text Ravi Sharma Srivyshnavi Pagadala Pratool Bharti Sriram Chellappan Trine Schmidt Raj Goyal 28 7 0 17 Dec 2020
Objective-Based Hierarchical Clustering of Deep Embedding Vectors Stanislav A. Naumov G. Yaroslavtsev Dmitrii Avdiukhin 96 23 0 15 Dec 2020
Learning to Check Contract Inconsistencies Shuo Zhang Junzhou Zhao Pinghui Wang Nuo Xu Yang Yang Yiting Liu Y. Huang Junlan Feng 47 4 0 15 Dec 2020
Primer AI's Systems for Acronym Identification and Disambiguation Nicholas Egan John Bohannon 55 8 0 14 Dec 2020
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 95 407 0 14 Dec 2020
A Practical Approach towards Causality Mining in Clinical Text using Active Transfer Learning Musarrat Hussain Fahad Ahmed Satti Jamil Hussain Taqdir Ali Syed Imran Ali H. M. Bilal Gwang Hoon Park Sungyoung Lee 55 7 0 10 Dec 2020
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text Nishtha Madaan Inkit Padhi Naveen Panwar Diptikalyan Saha CML 97 101 0 08 Dec 2020
Structural Text Segmentation of Legal Documents Dennis Aumiller Satya Almasian S. Lackner Michael Gertz AILaw 73 30 0 07 Dec 2020
Leveraging Automated Machine Learning for Text Classification: Evaluation of AutoML Tools and Comparison with Human Performance Matthias Blohm Marc Hanussek Maximilien Kintz 79 21 0 07 Dec 2020
An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data Lili Wang Chongyang Gao Jason W. Wei Weicheng Ma Ruibo Liu Soroush Vosoughi 41 15 0 07 Dec 2020
Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation Ruibo Liu Guangxuan Xu Chenyan Jia Weicheng Ma Lili Wang Soroush Vosoughi 90 110 0 05 Dec 2020
CUED_speech at TREC 2020 Podcast Summarisation Track Potsawee Manakul Mark Gales 70 12 0 04 Dec 2020
People Still Care About Facts: Twitter Users Engage More with Factual Discourse than Misinformation--A Comparison Between COVID and General Narratives on Twitter Mirela Silva Fabrício Ceschin P. Shrestha Christopher Brant Shlok Gilda Juliana Fernandes Catia S. Silva André Grégio Daniela Oliveira Luiz H. F. Giovanini 78 1 0 03 Dec 2020
Context in Informational Bias Detection Esther van den Berg K. Markert 47 19 0 03 Dec 2020
SemMT: A Semantic-based Testing Approach for Machine Translation Systems Jialun Cao Meiziniu Li Yeting Li Ming Wen Haiming Chen 81 36 0 03 Dec 2020
CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Thomas Diggelmann Jordan L. Boyd-Graber Jannis Bulian Massimiliano Ciaramita Markus Leippold 111 207 0 01 Dec 2020
Multi-Modal Detection of Alzheimer's Disease from Speech and Text Amish Mittal Sourav Sahoo Arnhav Datar Juned Kadiwala H. Shalu Jimson Mathew 50 22 0 30 Nov 2020
Depression Status Estimation by Deep Learning based Hybrid Multi-Modal Fusion Model H. Shalu P. Harikrishnan C. Harisankar Akash Das Saptarshi Majumder Arnhav Datar MS SubinMathew Anugyan Das Juned Kadiwala 18 4 0 30 Nov 2020
Generative Pre-training for Paraphrase Generation by Representing and Predicting Spans in Exemplars Tien-Cuong Bui Van-Duc Le H. To S. Cha 74 9 0 29 Nov 2020
Coarse-to-Fine Memory Matching for Joint Retrieval and Classification A. Schmaltz Andrew L. Beam RALM 19 2 0 29 Nov 2020
A Novel Sentiment Analysis Engine for Preliminary Depression Status Estimation on Social Media S. Suman H. Shalu Lakshya A Agrawal Archit Agrawal Juned Kadiwala 23 6 0 29 Nov 2020
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 113 37 0 27 Nov 2020
Relation Clustering in Narrative Knowledge Graphs Simone Mellace K. Vani Alessandro Antonucci 30 7 0 27 Nov 2020
Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora M. Bugert Nils Reimers Iryna Gurevych 77 18 0 24 Nov 2020
Do We Need Online NLU Tools? Petr Lorenc Petro Marek Jan Pichl Jakub Konrád Jan Sedivý 42 6 0 19 Nov 2020
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions Muhammad N. ElNokrashy Amr Hendy M. Abdelghaffar Mohamed Afify Ahmed Tawfik Hany Awadalla 54 3 0 16 Nov 2020
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases Tara Safavi Jing Zhu Danai Koutra 114 13 0 15 Nov 2020
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity Classification Robert Adragna Elliot Creager David Madras R. Zemel OOD FaML 80 43 0 12 Nov 2020
Language Through a Prism: A Spectral Approach for Multiscale Language Representations Alex Tamkin Dan Jurafsky Noah D. Goodman 86 46 0 09 Nov 2020
Positional Artefacts Propagate Through Masked Language Model Embeddings Ziyang Luo Artur Kulmizev Xiaoxi Mao 100 41 0 09 Nov 2020
Topic-Centric Unsupervised Multi-Document Summarization of Scientific and News Articles Amanuel Alambo Cori Lohstroh Erik Madaus Swati Padhee Brandy Foster Tanvi Banerjee K. Thirunarayan M. Raymer 145 15 0 03 Nov 2020
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks Brihi Joshi Neil Shah Francesco Barbieri Leonardo Neves 85 5 0 02 Nov 2020
Biased TextRank: Unsupervised Graph-Based Content Extraction Ashkan Kazemi Verónica Pérez-Rosas Rada Mihalcea 147 30 0 02 Nov 2020
On the Sentence Embeddings from Pre-trained Language Models Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 85 222 0 02 Nov 2020
ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 67 49 0 02 Nov 2020
Vec2Sent: Probing Sentence Embeddings with Natural Language Generation M. Kerscher Steffen Eger 60 1 0 01 Nov 2020