Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

27 August 2019

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

37 / 5,387 papers shown

Title
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 20 459 0 19 Apr 2020
Batch Clustering for Multilingual News Streaming Mathis Linger Mhamed Hajaiej 24 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 34 145 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 27 535 0 15 Apr 2020
Multi-source Attention for Unsupervised Domain Adaptation Xia Cui Danushka Bollegala 31 9 0 14 Apr 2020
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence Federico Bianchi Silvia Terragni Dirk Hovy AI4TS 34 283 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 19 78 0 07 Apr 2020
Evaluating the Evaluation of Diversity in Natural Language Generation Guy Tevet Jonathan Berant 37 97 0 06 Apr 2020
Zero-Shot Learning of Text Adventure Games with Sentence-Level Semantics Xusen Yin Jonathan May 22 3 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 30 1,091 0 06 Apr 2020
Deep Entity Matching with Pre-Trained Language Models Yuliang Li Jinfeng Li Yoshihiko Suhara A. Doan W. Tan VLM 31 373 0 01 Apr 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 27 263 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 31 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 24 26 0 22 Mar 2020
Text Similarity Using Word Embeddings to Classify Misinformation Caio Almeida Débora Santos 25 4 0 14 Mar 2020
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings Xunjie Zhu Gerard de Melo NAI 24 12 0 09 Mar 2020
Efficient Sentence Embedding via Semantic Subspace Analysis Bin Wang Fenxiao Chen Yun Cheng Wang C.-C. Jay Kuo 30 10 0 22 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 15 5 0 20 Feb 2020
FrameAxis: Characterizing Microframe Bias and Intensity with Word Embedding Haewoon Kwak Jisun An Elise Jing Yong-Yeol Ahn 19 44 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 25 26 0 19 Feb 2020
Hierarchical Transformer Network for Utterance-level Emotion Recognition Qingbiao Li Chunhua Wu K. Zheng Zhe Wang 24 23 0 18 Feb 2020
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models Bin Wang C.-C. Jay Kuo 14 153 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 22 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 13 301 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 27 7 0 20 Jan 2020
Ranking Significant Discrepancies in Clinical Reports Sean MacAvaney Arman Cohan Nazli Goharian Ross W. Filice 11 3 0 18 Jan 2020
Siamese Networks for Large-Scale Author Identification Chakaveh Saedi Mark Dras 28 38 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 36 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 27 0 0 10 Nov 2019
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 27 28 0 10 Nov 2019
INSET: Sentence Infilling with INter-SEntential Transformer Yichen Huang Yizhe Zhang Oussama Elachqar Yu Cheng 30 1 0 10 Nov 2019
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nina Poerner Ulli Waltinger Hinrich Schütze AI4TS 27 20 0 09 Nov 2019
Situating Sentence Embedders with Nearest Neighbor Overlap Lucy H. Lin Noah A. Smith 14 3 0 24 Sep 2019
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization Wataru Hirota Yoshihiko Suhara Behzad Golshan W. Tan 31 5 0 15 Sep 2019
Comprehensive Analysis of Aspect Term Extraction Methods using Various Text Embeddings Lukasz Augustyniak Tomasz Kajdanowicz Przemyslaw Kazienko 19 42 0 11 Sep 2019
On the Evaluation of Conditional GANs Terrance Devries Adriana Romero Luis Villaseñor-Pineda Graham W. Taylor M. Drozdzal EGVM 31 41 0 11 Jul 2019
Deep Node Ranking for Neuro-symbolic Structural Node Embedding and Classification Blaž Škrlj Jan Kralj Janez Konc Marko Robnik-Šikonja Nada Lavrac GNN BDL 30 3 0 11 Feb 2019