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
TransQuest: Translation Quality Estimation with Cross-lingual Transformers Tharindu Ranasinghe Constantin Orasan R. Mitkov ViT 115 110 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 37 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 20 9 0 28 Oct 2020
Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning Iro Laina Ruth C. Fong Andrea Vedaldi OCL 82 13 0 27 Oct 2020
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs Alexander Kalinowski Yuan An AI4TS 53 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 105 93 0 25 Oct 2020
Unsupervised Paraphrasing with Pretrained Language Models Tong Niu Semih Yavuz Yingbo Zhou N. Keskar Huan Wang Caiming Xiong LRM SyDa 67 29 0 24 Oct 2020
ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin Ashish Sabharwal Tushar Khot 117 3 0 24 Oct 2020
COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval Xinliang Frederick Zhang Heming Sun Xiang Yue Simon M. Lin Huan Sun RALM 121 17 0 24 Oct 2020
Comparative analysis of word embeddings in assessing semantic similarity of complex sentences Dhivya Chandrasekaran Vijay K. Mago 139 8 0 23 Oct 2020
Ranking Creative Language Characteristics in Small Data Scenarios Julia Siekiera M. Koppel Edwin Simpson Kevin Stowe Iryna Gurevych Stefan Kramer BDL 23 3 0 23 Oct 2020
A scalable framework for learning from implicit user feedback to improve natural language understanding in large-scale conversational AI systems Sunghyun Park Han Li Ameen Patel Sidharth Mudgal Sungjin Lee Young-Bum Kim Spyros Matsoukas R. Sarikaya 116 21 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 54 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 32 2 0 22 Oct 2020
Kwame: A Bilingual AI Teaching Assistant for Online SuaCode Courses George Boateng AI4Ed 18 7 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 79 17 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 43 0 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 72 18 0 21 Oct 2020
CoRT: Complementary Rankings from Transformers Marco Wrzalik D. Krechel 44 10 0 20 Oct 2020
Explainable Automated Fact-Checking for Public Health Claims Neema Kotonya Francesca Toni 271 263 0 19 Oct 2020
Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking Elliot Schumacher J. Mayfield Mark Dredze 30 6 0 19 Oct 2020
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju Ming Liu Longxiang Gao Shirui Pan 120 13 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 69 34 0 18 Oct 2020
Example-Driven Intent Prediction with Observers Shikib Mehri Mihail Eric 72 40 0 17 Oct 2020
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 300 250 0 16 Oct 2020
A new approach for extracting the conceptual schema of texts based on the linguistic Thematic Progression theory Elena del Olmo Suárez A. M. F. Cesteros 16 0 0 14 Oct 2020
Decoding Methods for Neural Narrative Generation Alexandra DeLucia Aaron Mueller Xiang Lisa Li João Sedoc 67 26 0 14 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 397 628 0 13 Oct 2020
Aspect-based Document Similarity for Research Papers Malte Ostendorff Terry Ruas Till Blume Bela Gipp Georg Rehm 105 27 0 13 Oct 2020
Modeling the Music Genre Perception across Language-Bound Cultures Elena V. Epure Guillaume Salha-Galvan Manuel Moussallam Romain Hennequin 40 5 0 13 Oct 2020
RGCL at SemEval-2020 Task 6: Neural Approaches to Definition Extraction Tharindu Ranasinghe Alistair Plum Constantin Orasan R. Mitkov NAI 23 2 0 13 Oct 2020
Improving Text Generation Evaluation with Batch Centering and Tempered Word Mover Distance Xi Chen Nan Ding Tomer Levinboim Radu Soricut 37 5 0 13 Oct 2020
Contrast and Classify: Training Robust VQA Models Yash Kant A. Moudgil Dhruv Batra Devi Parikh Harsh Agrawal 55 5 0 13 Oct 2020
TextHide: Tackling Data Privacy in Language Understanding Tasks Yangsibo Huang Zhao Song Danqi Chen Keqin Li Sanjeev Arora FedML 51 56 0 12 Oct 2020
OCNLI: Original Chinese Natural Language Inference Hai Hu Kyle Richardson Liang Xu Lu Li Sandra Kübler L. Moss 95 118 0 12 Oct 2020
We Can Detect Your Bias: Predicting the Political Ideology of News Articles R. Baly Giovanni Da San Martino James R. Glass Preslav Nakov 94 155 0 11 Oct 2020
TransQuest at WMT2020: Sentence-Level Direct Assessment Tharindu Ranasinghe Constantin Orasan R. Mitkov 88 43 0 11 Oct 2020
Connecting the Dots Between Fact Verification and Fake News Detection Qifei Li Wangchunshu Zhou 45 29 0 11 Oct 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 334 723 0 10 Oct 2020
On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks Stephen Mussmann Robin Jia Percy Liang 83 15 0 10 Oct 2020
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP) Qingyu Chen Robert Leaman Alexis Allot Ling Luo Chih-Hsuan Wei Shankai Yan Zhiyong Lu 80 38 0 09 Oct 2020
Mark-Evaluate: Assessing Language Generation using Population Estimation Methods Gonçalo Mordido Christoph Meinel 30 7 0 09 Oct 2020
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers Tom Hope Aida Amini David Wadden Madeleine van Zuylen Sravanthi Parasa Eric Horvitz Daniel S. Weld Roy Schwartz Hannaneh Hajishirzi 88 29 0 08 Oct 2020
Detecting Fine-Grained Cross-Lingual Semantic Divergences without Supervision by Learning to Rank Eleftheria Briakou Marine Carpuat 65 26 0 07 Oct 2020
Inductive Entity Representations from Text via Link Prediction Daniel Daza Michael Cochez Paul T. Groth 95 113 0 07 Oct 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases Mingzhu Wu N. Moosavi Andreas Rucklé Iryna Gurevych AI4CE 72 17 0 07 Oct 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization Tzuf Paz-Argaman Yuval Atzmon Gal Chechik Reut Tsarfaty VLM 64 32 0 07 Oct 2020
COD3S: Diverse Generation with Discrete Semantic Signatures Nathaniel Weir João Sedoc Benjamin Van Durme 60 14 0 06 Oct 2020
DaNetQA: a yes/no Question Answering Dataset for the Russian Language T. Glushkova Alexey Machnev Alena Fenogenova Tatiana Shavrina Ekaterina Artemova D. Ignatov 54 11 0 06 Oct 2020
Conversational Document Prediction to Assist Customer Care Agents Jatin Ganhotra Haggai Roitman Doron Cohen Nathaniel Mills Chulaka Gunasekara Y. Mass Sachindra Joshi Luis A. Lastras D. Konopnicki 63 4 0 05 Oct 2020