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
Discourse-Aware Unsupervised Summarization of Long Scientific Documents Yue Dong Andrei Mircea Jackie C.K. Cheung 13 8 0 01 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 10 814 0 01 May 2020
Sparse, Dense, and Attentional Representations for Text Retrieval Y. Luan Jacob Eisenstein Kristina Toutanova M. Collins 19 395 0 01 May 2020
Segatron: Segment-Aware Transformer for Language Modeling and Understanding Richard He Bai Peng Shi Jimmy J. Lin Yuqing Xie Luchen Tan Kun Xiong Wen Gao Ming Li 8 8 0 30 Apr 2020
Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion Bo Wang Tao Shen Guodong Long Tianyi Zhou Yi-Ju Chang 17 5 0 30 Apr 2020
TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP John X. Morris Eli Lifland Jin Yong Yoo J. E. Grigsby Di Jin Yanjun Qi SILM 12 69 0 29 Apr 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 28 12 0 29 Apr 2020
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization Zhengyuan Liu Ke Shi Nancy F. Chen 10 8 0 29 Apr 2020
BURT: BERT-inspired Universal Representation from Twin Structure Yian Li Hai Zhao 14 0 0 29 Apr 2020
Revisiting Round-Trip Translation for Quality Estimation Jihyung Moon Hyun Chang Cho Eunjeong Lucy Park 9 34 0 29 Apr 2020
A Novel Attention-based Aggregation Function to Combine Vision and Language Matteo Stefanini Marcella Cornia Lorenzo Baraldi Rita Cucchiara VLM 16 9 0 27 Apr 2020
Intelligent Translation Memory Matching and Retrieval with Sentence Encoders Tharindu Ranasinghe Constantin Orasan R. Mitkov 8 9 0 27 Apr 2020
Reevaluating Adversarial Examples in Natural Language John X. Morris Eli Lifland Jack Lanchantin Yangfeng Ji Yanjun Qi SILM AAML 12 111 0 25 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 22 91 0 24 Apr 2020
CORD-19: The COVID-19 Open Research Dataset Lucy Lu Wang Kyle Lo Yoganand Chandrasekhar Russell Reas Jiangjiang Yang ... Boya Xie Douglas A. Raymond Daniel S. Weld Oren Etzioni Sebastian Kohlmeier 26 801 0 22 Apr 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 6 989 0 21 Apr 2020
Keyphrase Generation with Cross-Document Attention Shizhe Diao Yan Song Tong Zhang 9 8 0 21 Apr 2020
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 12 455 0 19 Apr 2020
Batch Clustering for Multilingual News Streaming Mathis Linger Mhamed Hajaiej 8 16 0 17 Apr 2020
Cross-lingual Contextualized Topic Models with Zero-shot Learning Federico Bianchi Silvia Terragni Dirk Hovy Debora Nozza Elisabetta Fersini BDL 24 142 0 16 Apr 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 13 531 0 15 Apr 2020
Multi-source Attention for Unsupervised Domain Adaptation Xia Cui Danushka Bollegala 13 9 0 14 Apr 2020
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence Federico Bianchi Silvia Terragni Dirk Hovy AI4TS 18 280 0 08 Apr 2020
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Jiyeon Ham Yo Joong Choe Kyubyong Park Ilji Choi Hyungjoon Soh 11 78 0 07 Apr 2020
Evaluating the Evaluation of Diversity in Natural Language Generation Guy Tevet Jonathan Berant 21 93 0 06 Apr 2020
Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics Xusen Yin Jonathan May 6 3 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Erik Cambria Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 14 1,084 0 06 Apr 2020
Deep Entity Matching with Pre-Trained Language Models Yuliang Li Jinfeng Li Yoshihiko Suhara A. Doan W. Tan VLM 9 370 0 01 Apr 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 16 260 0 31 Mar 2020
A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification Juan Manuel Coria H. Bredin Sahar Ghannay S. Rosset 23 15 0 31 Mar 2020
Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles Malte Ostendorff Terry Ruas M. Schubotz Georg Rehm Bela Gipp 14 26 0 22 Mar 2020
Text Similarity Using Word Embeddings to Classify Misinformation Caio Almeida Débora Santos 9 4 0 14 Mar 2020
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings Xunjie Zhu Gerard de Melo NAI 8 12 0 09 Mar 2020
Efficient Sentence Embedding via Semantic Subspace Analysis Bin Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo 14 10 0 22 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 6 5 0 20 Feb 2020
FrameAxis: Characterizing Microframe Bias and Intensity with Word Embedding Haewoon Kwak Jisun An Elise Jing Yong-Yeol Ahn 6 43 0 20 Feb 2020
CoLES: Contrastive Learning for Event Sequences with Self-Supervision Dmitrii Babaev Ivan Kireev Nikita Ovsov Maria Ivanova Gleb Gusev Ivan Nazarov Alexander Tuzhilin SSL AI4TS 4 26 0 19 Feb 2020
Hierarchical Transformer Network for Utterance-level Emotion Recognition Qingbiao Li Chunhua Wu K. Zheng Zhe Wang 6 23 0 18 Feb 2020
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models Bin Wang C.-C. Jay Kuo 6 152 0 16 Feb 2020
Monotonic Cardinality Estimation of Similarity Selection: A Deep Learning Approach Yaoshu Wang Chuan Xiao Jianbin Qin Xin Cao Yifang Sun Wei Wang Makoto Onizuka 14 24 0 15 Feb 2020
Pre-training Tasks for Embedding-based Large-scale Retrieval Wei-Cheng Chang Felix X. Yu Yin-Wen Chang Yiming Yang Sanjiv Kumar RALM 6 301 0 10 Feb 2020
Multi-level Head-wise Match and Aggregation in Transformer for Textual Sequence Matching Shuohang Wang Yunshi Lan Yi Tay Jing Jiang Jingjing Liu ViT 11 7 0 20 Jan 2020
Ranking Significant Discrepancies in Clinical Reports Sean MacAvaney Arman Cohan Nazli Goharian Ross W. Filice 6 3 0 18 Jan 2020
Siamese Networks for Large-Scale Author Identification Chakaveh Saedi Mark Dras 20 37 0 23 Dec 2019
BERT has a Moral Compass: Improvements of ethical and moral values of machines P. Schramowski Cigdem Turan Sophie F. Jentzsch Constantin Rothkopf Kristian Kersting FaML LM&Ro 20 28 0 11 Dec 2019
Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines Łukasz Borchmann Dawid Wisniewski Andrzej Gretkowski Izabela Kosmala Dawid Jurkiewicz Lukasz Szalkiewicz Gabriela Pałka Karol Kaczmarek Agnieszka Kaliska Filip Graliñski AILaw 17 0 0 10 Nov 2019
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 6 28 0 10 Nov 2019
INSET: Sentence Infilling with INter-SEntential Transformer Yichen Huang Yizhe Zhang Oussama Elachqar Yu Cheng 11 1 0 10 Nov 2019
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner Ulli Waltinger Hinrich Schütze AI4TS 14 20 0 09 Nov 2019
Situating Sentence Embedders with Nearest Neighbor Overlap Lucy H. Lin Noah A. Smith 4 3 0 24 Sep 2019