Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019

27 August 2019

Papers citing "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks"

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CUED_speech at TREC 2020 Podcast Summarisation TrackText Retrieval Conference (TREC), 2020 Potsawee Manakul Mark Gales 191 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 232 2 0 03 Dec 2020
Context in Informational Bias DetectionInternational Conference on Computational Linguistics (COLING), 2020 Esther van den Berg K. Markert 112 22 0 03 Dec 2020
SemMT: A Semantic-based Testing Approach for Machine Translation SystemsACM Transactions on Software Engineering and Methodology (TOSEM), 2020 Jialun Cao Meiziniu Li Yeting Li Ming Wen Haiming Chen 174 40 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 248 254 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 208 26 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 59 5 0 30 Nov 2020
Generative Pre-training for Paraphrase Generation by Representing and Predicting Spans in ExemplarsInternational Conference on Big Data and Smart Computing (BigComp), 2020 Tien-Cuong Bui Van-Duc Le H. To S. Cha 149 9 0 29 Nov 2020
Coarse-to-Fine Memory Matching for Joint Retrieval and Classification A. Schmaltz Andrew L. Beam RALM 83 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 82 8 0 29 Nov 2020
FFCI: A Framework for Interpretable Automatic Evaluation of SummarizationJournal of Artificial Intelligence Research (JAIR), 2020 Fajri Koto Timothy Baldwin Jey Han Lau HILM 223 40 0 27 Nov 2020
Relation Clustering in Narrative Knowledge Graphs Simone Mellace K. Vani Alessandro Antonucci 153 8 0 27 Nov 2020
Generalizing Cross-Document Event Coreference Resolution Across Multiple CorporaInternational Conference on Computational Logic (ICCL), 2020 M. Bugert Nils Reimers Iryna Gurevych 224 21 0 24 Nov 2020
Do We Need Online NLU Tools?Language Resources and Evaluation (LRE), 2020 Petr Lorenc Petro Marek Jan Pichl Jakub Konrád Jan Sedivý 141 6 0 19 Nov 2020
Score Combination for Improved Parallel Corpus Filtering for Low Resource ConditionsConference on Machine Translation (WMT), 2020 Muhammad N. ElNokrashy Amr Hendy M. Abdelghaffar Mohamed Afify Ahmed Tawfik Hany Awadalla 118 3 0 16 Nov 2020
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge BasesConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Tara Safavi Jing Zhu Danai Koutra 215 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 202 44 0 12 Nov 2020
Language Through a Prism: A Spectral Approach for Multiscale Language Representations Alex Tamkin Dan Jurafsky Noah D. Goodman 142 54 0 09 Nov 2020
Positional Artefacts Propagate Through Masked Language Model Embeddings Ziyang Luo Artur Kulmizev Xiaoxi Mao 254 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 221 19 0 03 Nov 2020
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular TasksInternational Conference on Computational Linguistics (COLING), 2020 Brihi Joshi Neil Shah Francesco Barbieri Leonardo Neves 155 9 0 02 Nov 2020
Biased TextRank: Unsupervised Graph-Based Content ExtractionInternational Conference on Computational Linguistics (COLING), 2020 Ashkan Kazemi Verónica Pérez-Rosas Amélie Reymond 252 33 0 02 Nov 2020
On the Sentence Embeddings from Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Bohan Li Hao Zhou Junxian He Mingxuan Wang Yiming Yang Lei Li 176 237 0 02 Nov 2020
ABNIRML: Analyzing the Behavior of Neural IR ModelsTransactions of the Association for Computational Linguistics (TACL), 2020 Sean MacAvaney Sergey Feldman Nazli Goharian Doug Downey Arman Cohan 165 59 0 02 Nov 2020
Vec2Sent: Probing Sentence Embeddings with Natural Language GenerationInternational Conference on Computational Linguistics (COLING), 2020 M. Kerscher Steffen Eger 149 1 0 01 Nov 2020
TransQuest: Translation Quality Estimation with Cross-lingual TransformersInternational Conference on Computational Linguistics (COLING), 2020 Tharindu Ranasinghe Constantin Orasan R. Mitkov ViT 307 115 0 01 Nov 2020
Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language UsageInternational Conference on Computational Linguistics (COLING), 2020 Ella Rabinovich Hila Gonen S. Stevenson 114 6 0 31 Oct 2020
Graph-based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News ArticlesInternational Workshop on Complex Networks & Their Applications (CNTA), 2020 M. Altuncu S. Yaliraki Mauricio Barahona 76 11 0 28 Oct 2020
Quantifying Learnability and Describability of Visual Concepts Emerging in Representation LearningNeural Information Processing Systems (NeurIPS), 2020 Iro Laina Ruth C. Fong Andrea Vedaldi OCL 158 13 0 27 Oct 2020
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs Alexander Kalinowski Yuan An AI4TS 152 7 0 26 Oct 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language InferenceConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 206 98 0 25 Oct 2020
Unsupervised Paraphrasing with Pretrained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Tong Niu Semih Yavuz Yingbo Zhou N. Keskar Huan Wang Caiming Xiong LRM SyDa 121 33 0 24 Oct 2020
ReadOnce Transformers: Reusable Representations of Text for TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Shih-Ting Lin Ashish Sabharwal Tushar Khot 273 3 0 24 Oct 2020
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Xinliang Frederick Zhang Heming Sun Xiang Yue Simon M. Lin Huan Sun RALM 315 19 0 24 Oct 2020
Comparative analysis of word embeddings in assessing semantic similarity of complex sentencesIEEE Access (IEEE Access), 2020 Dhivya Chandrasekaran Vijay K. Mago 282 12 0 23 Oct 2020
Ranking Creative Language Characteristics in Small Data ScenariosInternational Conference on Innovative Computing and Cloud Computing (ICCC), 2020 Julia Siekiera M. Koppel Edwin Simpson Kevin Stowe Iryna Gurevych Stefan Kramer BDL 79 4 0 23 Oct 2020
A scalable framework for learning from implicit user feedback to improve natural language understanding in large-scale conversational AI systemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Sunghyun Park Han Li Ameen Patel Sidharth Mudgal Sungjin Lee Young-Bum Kim Spyros Matsoukas R. Sarikaya 227 23 0 23 Oct 2020
Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 Daiki Shirafuji Hiromichi Kameya Rafal Rzepka K. Araki 125 4 0 22 Oct 2020
Rewriting Meaningful Sentences via Conditional BERT Sampling and an application on fooling text classifiers Lei Xu Ivan Ramirez K. Veeramachaneni AAML 141 2 0 22 Oct 2020
Kwame: A Bilingual AI Teaching Assistant for Online SuaCode Courses George Boateng AI4Ed 56 8 0 22 Oct 2020
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews Gabriele Pergola Lin Gui Yulan He AAML BDL DRL 222 21 0 22 Oct 2020
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures Minghan Li He Bai Luchen Tan Kun Xiong Ming Li Jimmy J. Lin FedML 134 1 0 21 Oct 2020
"Are you home alone?" "Yes" Disclosing Security and Privacy Vulnerabilities in Alexa Skills Jane Polak Scowcroft Jiqiang Liu Sencun Zhu Xiaoyang Wang Wei Wang ELM 132 18 0 21 Oct 2020
CoRT: Complementary Rankings from TransformersNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Marco Wrzalik D. Krechel 122 11 0 20 Oct 2020
Explainable Automated Fact-Checking for Public Health ClaimsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Neema Kotonya Francesca Toni 458 315 0 19 Oct 2020
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity LinkingFindings (Findings), 2020 Elliot Schumacher J. Mayfield Mark Dredze 145 6 0 19 Oct 2020
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju Ming Liu Longxiang Gao Shirui Pan 225 14 0 19 Oct 2020
Explaining and Improving Model Behavior with k Nearest Neighbor Representations Nazneen Rajani Ben Krause Wengpeng Yin Tong Niu R. Socher Caiming Xiong FAtt 183 36 0 18 Oct 2020
Example-Driven Intent Prediction with ObserversNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Shikib Mehri Mihail Eric 146 40 0 17 Oct 2020
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring TasksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 496 285 0 16 Oct 2020