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
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes Nils Reimers Iryna Gurevych 21 58 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 21 5 0 28 Dec 2020
Fine-grained Emotion and Intent Learning in Movie Dialogues A. Welivita Yubo Xie P. Pu 37 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 11 1 0 21 Dec 2020
BERT Goes Shopping: Comparing Distributional Models for Product Representations Federico Bianchi Bingqing Yu Jacopo Tagliabue 25 15 0 17 Dec 2020
Autoregressive Reasoning over Chains of Facts with Transformers Ruben Cartuyvels Graham Spinks Marie-Francine Moens ReLM LRM 11 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 18 7 0 17 Dec 2020
Objective-Based Hierarchical Clustering of Deep Embedding Vectors Stanislav A. Naumov G. Yaroslavtsev Dmitrii Avdiukhin 20 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 15 4 0 15 Dec 2020
Primer AI's Systems for Acronym Identification and Disambiguation Nicholas Egan John Bohannon 11 8 0 14 Dec 2020
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 13 385 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 14 7 0 10 Dec 2020
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text Nishtha Madaan Inkit Padhi Naveen Panwar Diptikalyan Saha CML 44 99 0 08 Dec 2020
Structural Text Segmentation of Legal Documents Dennis Aumiller Satya Almasian S. Lackner Michael Gertz AILaw 13 28 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 16 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 8 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 23 107 0 05 Dec 2020
CUED_speech at TREC 2020 Podcast Summarisation Track Potsawee Manakul Mark Gales 15 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 25 1 0 03 Dec 2020
Context in Informational Bias Detection Esther van den Berg K. Markert 15 18 0 03 Dec 2020
SemMT: A Semantic-based Testing Approach for Machine Translation Systems Jialun Cao Meiziniu Li Yeting Li Ming Wen Haiming Chen 36 33 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 17 191 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 12 20 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 8 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 20 9 0 29 Nov 2020
Coarse-to-Fine Memory Matching for Joint Retrieval and Classification A. Schmaltz Andrew L. Beam RALM 6 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 21 6 0 29 Nov 2020
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 32 37 0 27 Nov 2020
Relation Clustering in Narrative Knowledge Graphs Simone Mellace K. Vani Alessandro Antonucci 10 7 0 27 Nov 2020
Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora M. Bugert Nils Reimers Iryna Gurevych 29 17 0 24 Nov 2020
Do We Need Online NLU Tools? Petr Lorenc Petro Marek Jan Pichl Jakub Konrád Jan Sedivý 21 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 16 3 0 16 Nov 2020
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases Tara Safavi Jing Zhu Danai Koutra 18 12 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 34 41 0 12 Nov 2020
Language Through a Prism: A Spectral Approach for Multiscale Language Representations Alex Tamkin Dan Jurafsky Noah D. Goodman 31 42 0 09 Nov 2020
Positional Artefacts Propagate Through Masked Language Model Embeddings Ziyang Luo Artur Kulmizev Xiaoxi Mao 29 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 30 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 39 5 0 02 Nov 2020
Biased TextRank: Unsupervised Graph-Based Content Extraction Ashkan Kazemi Verónica Pérez-Rosas Rada Mihalcea 23 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 30 213 0 02 Nov 2020
ABNIRML: Analyzing the Behavior of Neural IR Models Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 20 49 0 02 Nov 2020
Vec2Sent: Probing Sentence Embeddings with Natural Language Generation M. Kerscher Steffen Eger 19 1 0 01 Nov 2020
TransQuest: Translation Quality Estimation with Cross-lingual Transformers Tharindu Ranasinghe Constantin Orasan R. Mitkov ViT 22 108 0 01 Nov 2020
Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language Usage Ella Rabinovich Hila Gonen S. Stevenson 8 5 0 31 Oct 2020
Graph-based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles M. Altuncu S. Yaliraki Mauricio Barahona 6 9 0 28 Oct 2020
Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning Iro Laina Ruth C. Fong Andrea Vedaldi OCL 33 13 0 27 Oct 2020
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs Alexander Kalinowski Yuan An AI4TS 16 5 0 26 Oct 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 14 92 0 25 Oct 2020
Unsupervised Paraphrasing with Pretrained Language Models Tong Niu Semih Yavuz Yingbo Zhou N. Keskar Huan Wang Caiming Xiong LRM SyDa 23 29 0 24 Oct 2020
ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin Ashish Sabharwal Tushar Khot 43 3 0 24 Oct 2020