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
Representation Learning for Short Text Clustering Hui Yin Xiangyu Song Shuiqiao Yang Guangyan Huang Jianxin Li SSL DRL 112 12 0 21 Sep 2021
JobBERT: Understanding Job Titles through Skills Jens-Joris Decorte Jeroen Van Hautte Thomas Demeester Chris Develder 75 25 0 20 Sep 2021
Augmenting the User-Item Graph with Textual Similarity Models F. López Martin Scholz Jessica Yung Marie Pellat Michael Strube Lucas Dixon 42 5 0 20 Sep 2021
From None to Severe: Predicting Severity in Movie Scripts Yigeng Zhang Mahsa Shafaei Fabio Gonzalez Thamar Solorio 78 6 0 20 Sep 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models Qianchu Liu Fangyu Liu Nigel Collier Anna Korhonen Ivan Vulić 219 21 0 19 Sep 2021
Unified and Multilingual Author Profiling for Detecting Haters Ipek Baris Schlicht Angel Felipe Magnossão de Paula 67 6 0 19 Sep 2021
UPV at CheckThat! 2021: Mitigating Cultural Differences for Identifying Multilingual Check-worthy Claims Ipek Baris Schlicht Angel Felipe Magnossão de Paula Paolo Rosso 100 11 0 19 Sep 2021
A Framework for Institutional Risk Identification using Knowledge Graphs and Automated News Profiling Mahmoud Mahfouz Armineh Nourbakhsh Sameena Shah 18 0 0 19 Sep 2021
Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic Zijun Wu Zi Xuan Zhang Atharva Naik Zhijian Mei Mauajama Firdaus Lili Mou LRM NAI 75 14 0 18 Sep 2021
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems Di Jin Shuyang Gao Seokhwan Kim Yang Liu Dilek Z. Hakkani-Tür 48 8 0 18 Sep 2021
Towards Handling Unconstrained User Preferences in Dialogue S. Pandey Svetlana Stoyanchev R. Doddipatla 50 2 0 17 Sep 2021
General Cross-Architecture Distillation of Pretrained Language Models into Matrix Embeddings Lukas Galke Isabelle Cuber Christophe Meyer Henrik Ferdinand Nolscher Angelina Sonderecker A. Scherp 147 2 0 17 Sep 2021
Let the CAT out of the bag: Contrastive Attributed explanations for Text Saneem A. Chemmengath A. Azad Ronny Luss Amit Dhurandhar FAtt 103 10 0 16 Sep 2021
Alquist 4.0: Towards Social Intelligence Using Generative Models and Dialogue Personalization Jakub Konrád Jan Pichl Petro Marek Petr Lorenc Van Duy Ta Ondrej Kobza L. Hýlová Jan Sedivý 76 17 0 16 Sep 2021
Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings Hendrik Schuff Hsiu-yu Yang Heike Adel Ngoc Thang Vu ELM ReLM LRM 62 13 0 16 Sep 2021
MOVER: Mask, Over-generate and Rank for Hyperbole Generation Yunxiang Zhang Xiaojun Wan 91 16 0 16 Sep 2021
Can Machines Read Coding Manuals Yet? -- A Benchmark for Building Better Language Models for Code Understanding Ibrahim Abdelaziz Julian T Dolby Jamie McCusker Kavitha Srinivas ELM 68 5 0 15 Sep 2021
Matching with Transformers in MELT S. Hertling Jan Portisch Heiko Paulheim 50 9 0 15 Sep 2021
Learning to Match Job Candidates Using Multilingual Bi-Encoder BERT Dor Lavi 67 5 0 15 Sep 2021
Incorporating Residual and Normalization Layers into Analysis of Masked Language Models Goro Kobayashi Tatsuki Kuribayashi Sho Yokoi Kentaro Inui 240 49 0 15 Sep 2021
Can Edge Probing Tasks Reveal Linguistic Knowledge in QA Models? Sagnik Ray Choudhury Nikita Bhutani Isabelle Augenstein 47 1 0 15 Sep 2021
Decision-Focused Summarization Chao-Chun Hsu Chenhao Tan 114 16 0 14 Sep 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning Da Yin Liunian Harold Li Ziniu Hu Nanyun Peng Kai-Wei Chang 159 56 0 14 Sep 2021
ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding Sayan Ghosh Shashank Srivastava 52 11 0 14 Sep 2021
A Temporal Variational Model for Story Generation David Wilmot Frank Keller DRL 110 9 0 14 Sep 2021
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document Shaden Shaar Nikola Georgiev Firoj Alam Giovanni Da San Martino Aisha Mohamed Preslav Nakov HILM 167 26 0 14 Sep 2021
Tribrid: Stance Classification with Neural Inconsistency Detection Song Yang Jacopo Urbani 51 6 0 14 Sep 2021
conSultantBERT: Fine-tuned Siamese Sentence-BERT for Matching Jobs and Job Seekers Dor Lavi Volodymyr Medentsiy David Graus 89 20 0 14 Sep 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration Shufan Wang Laure Thompson Mohit Iyyer 236 68 0 13 Sep 2021
Wine is Not v i n. -- On the Compatibility of Tokenizations Across Languages Antonis Maronikolakis Philipp Dufter Hinrich Schütze 86 17 0 13 Sep 2021
Good-Enough Example Extrapolation Jason W. Wei 68 6 0 12 Sep 2021
Pairwise Supervised Contrastive Learning of Sentence Representations Dejiao Zhang Shang-Wen Li Wei Xiao Henghui Zhu Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 108 52 0 12 Sep 2021
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability Francesco Sovrano F. Vitali 74 32 0 11 Sep 2021
Extract, Integrate, Compete: Towards Verification Style Reading Comprehension Chen Zhang Yuxuan Lai Yansong Feng Dongyan Zhao 36 7 0 11 Sep 2021
Active learning for reducing labeling effort in text classification tasks Peter Jacobs Gideon Maillette de Buy Wenniger M. Wiering Lambert Schomaker VLM 92 12 0 10 Sep 2021
Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework Anna Wegmann D. Nguyen 92 12 0 10 Sep 2021
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy S. Rajaee Mohammad Taher Pilehvar 153 22 0 10 Sep 2021
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations Vladimir Araujo Andrés Villa Marcelo Mendoza Marie-Francine Moens Alvaro Soto 61 7 0 10 Sep 2021
AStitchInLanguageModels: Dataset and Methods for the Exploration of Idiomaticity in Pre-Trained Language Models Harish Tayyar Madabushi Edward Gow-Smith Carolina Scarton Aline Villavicencio 48 39 0 09 Sep 2021
Multi-granularity Textual Adversarial Attack with Behavior Cloning Yangyi Chen Jingtong Su Wei Wei AAML 52 33 0 09 Sep 2021
Smoothed Contrastive Learning for Unsupervised Sentence Embedding Xing Wu Chaochen Gao Liangjun Zang Jizhong Han Zhongyuan Wang Songlin Hu SSL AILaw 62 23 0 09 Sep 2021
Lexico-semantic and affective modelling of Spanish poetry: A semi-supervised learning approach A. Barbado María Dolores González Débora Carrera 65 2 0 09 Sep 2021
Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories David Wilmot Frank Keller RALM KELM 78 21 0 08 Sep 2021
Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles Jian Zhu David Jurgens 80 23 0 07 Sep 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding Le-le Cao Emil Larsson Vilhelm von Ehrenheim Dhiana Deva Cavalcanti Rocha Anna Martin Sonja Horn 52 5 0 07 Sep 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation Derek Chen Zhou Yu 77 31 0 07 Sep 2021
Paraphrase Generation as Unsupervised Machine Translation Xiaofei Sun Yufei Tian Yuxian Meng Nanyun Peng Leilei Gan Jiwei Li Chun Fan LRM 63 5 0 07 Sep 2021
Data Driven Content Creation using Statistical and Natural Language Processing Techniques for Financial Domain Ankush Chopra Prateek Nagwanshi Sohom Ghosh 34 1 0 07 Sep 2021
Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models Kaixin Ma Filip Ilievski Jonathan M Francis Satoru Ozaki Eric Nyberg A. Oltramari LRM 89 17 0 07 Sep 2021
Proto: A Neural Cocktail for Generating Appealing Conversations Sougata Saha Souvik Das Elizabeth Soper Erin Pacquetet Rohini Srihari 59 12 0 06 Sep 2021