Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models

19 August 2021

Jianmo Ni

Gustavo Hernández Ábrego

Papers citing "Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models"

50 / 284 papers shown

Title
The Visual Language of Fabrics Valentin Deschaintre Julia Guerrero-Viu Diego F. F. Gutierrez T. Boubekeur B. Masiá 3DV 32 9 0 25 Jul 2023
Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models Michael Gunther Louis Milliken Jonathan Geuter Georgios Mastrapas Bo Wang Han Xiao RALM 40 30 0 20 Jul 2023
Improving Text Semantic Similarity Modeling through a 3D Siamese Network Jianxiang Zang Hui Liu 3DPC 25 2 0 18 Jul 2023
Improving Multitask Retrieval by Promoting Task Specialization Wenzheng Zhang Chenyan Xiong K. Stratos Arnold Overwijk LRM 21 2 0 01 Jul 2023
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models Saleh Soltan Andrew Rosenbaum Tobias Falke Qin Lu Anna Rumshisky Wael Hamza 17 0 0 14 Jun 2023
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS Cheng-Han Chiang Yung-Sung Chuang James R. Glass Hung-yi Lee AI4TS 26 3 0 08 Jun 2023
Model Spider: Learning to Rank Pre-Trained Models Efficiently Yi-Kai Zhang Ting Huang Yao-Xiang Ding De-Chuan Zhan Han-Jia Ye 28 23 0 06 Jun 2023
Systematic Analysis of Music Representations from BERT Sangjun Han H. Ihm Woohyung Lim 32 1 0 06 Jun 2023
LRVS-Fashion: Extending Visual Search with Referring Instructions Simon Lepage Jérémie Mary David Picard 25 1 0 05 Jun 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives Fedor Moiseev Gustavo Hernández Ábrego Peter Dornbach I. Zitouni Enrique Alfonseca Zhe Dong 29 6 0 05 Jun 2023
Harnessing large-language models to generate private synthetic text Alexey Kurakin Natalia Ponomareva Umar Syed Liam MacDermed Andreas Terzis SILM SyDa 31 34 0 02 Jun 2023
LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction Jeremiah Milbauer Annie Louis Mohammad Javad Hosseini Alex Fabrikant Donald Metzler Tal Schuster 28 9 0 31 May 2023
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning Zhanming Jie Wei Lu LRM ReLM 25 15 0 29 May 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora Soyoung Yoon Chaeeun Kim Hyunji Lee Joel Jang Sohee Yang Minjoon Seo 18 3 0 27 May 2023
Active Learning for Natural Language Generation Yotam Perlitz Ariel Gera Michal Shmueli-Scheuer D. Sheinwald Noam Slonim L. Ein-Dor 19 3 0 24 May 2023
Universal Self-Adaptive Prompting Xingchen Wan Ruoxi Sun Hootan Nakhost H. Dai Julian Martin Eisenschlos Sercan Ö. Arik Tomas Pfister LRM 38 9 0 24 May 2023
ClusterLLM: Large Language Models as a Guide for Text Clustering Yuwei Zhang Zihan Wang Jingbo Shang 36 53 0 24 May 2023
Better Zero-Shot Reasoning with Self-Adaptive Prompting Xingchen Wan Ruoxi Sun H. Dai Sercan Ö. Arik Tomas Pfister ReLM OffRL LRM 18 48 0 23 May 2023
Natural Language Decompositions of Implicit Content Enable Better Text Representations Alexander Miserlis Hoyle Rupak Sarkar Pranav Goel Philip Resnik AI4CE 43 12 0 23 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 34 6 0 22 May 2023
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers Linyuan Gong Chenyan Xiong Xiaodong Liu Payal Bajaj Yiqing Xie Alvin Cheung Jianfeng Gao Xia Song VLM AI4CE 22 2 0 21 May 2023
Dynamic Transformers Provide a False Sense of Efficiency Yiming Chen Simin Chen Zexin Li Wei Yang Cong Liu R. Tan Haizhou Li AAML 33 9 0 20 May 2023
Exploring the Viability of Synthetic Query Generation for Relevance Prediction Aditi Chaudhary K. Raman Krishna Srinivasan Kazuma Hashimoto Michael Bendersky Marc Najork 24 8 0 19 May 2023
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models Emily Reif Minsuk Kahng S. Petridis 25 6 0 19 May 2023
Large Language Models can be Guided to Evade AI-Generated Text Detection Ning Lu Shengcai Liu Ruidan He Qi Wang Yew-Soon Ong Jiaheng Zhang SILM 36 43 0 18 May 2023
Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions Marco Valentino Danilo S. Carvalho André Freitas 25 2 0 12 May 2023
Evaluating Embedding APIs for Information Retrieval Ehsan Kamalloo Xinyu Crystina Zhang Odunayo Ogundepo Nandan Thakur David Alfonso-Hermelo Mehdi Rezagholizadeh Jimmy J. Lin RALM 29 19 0 10 May 2023
Recommender Systems with Generative Retrieval Shashank Rajput Nikhil Mehta Anima Singh Raghunandan H. Keshavan T. Vu ... Vinh Q. Tran Jonah Samost Maciej Kula Ed H. Chi M. Sathiamoorthy RALM 3DV 21 74 0 08 May 2023
NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge Phillip Howard Junlin Wang Vasudev Lal Gadi Singer Yejin Choi Swabha Swayamdipta 32 9 0 08 May 2023
NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports Mael Jullien Marco Valentino H. Frost Paul O'Regan Dónal Landers André Freitas 19 28 0 05 May 2023
Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence Haoran Li Mingshi Xu Yangqiu Song 87 45 0 04 May 2023
Explainable Verbal Reasoner Plus (EVR+): A Natural Language Reasoning Framework that Supports Diverse Compositional Reasoning Zhengzhong Liang Zeyu Zhang Steven Bethard Mihai Surdeanu ReLM LRM 20 1 0 28 Apr 2023
L3Cube-IndicSBERT: A simple approach for learning cross-lingual sentence representations using multilingual BERT Samruddhi Deode Janhavi Gadre Aditi Kajale Ananya Joshi Raviraj Joshi 25 20 0 22 Apr 2023
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding Susik Yoon Dongha Lee Yunyi Zhang Jiawei Han AI4TS AIFin 31 8 0 08 Apr 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners Weilai Xiang Hongyu Yang Di Huang Yunhong Wang DiffM 24 71 0 17 Mar 2023
Exploiting Contextual Structure to Generate Useful Auxiliary Tasks Benedict Quartey Ankit Shah George Konidaris 27 3 0 09 Mar 2023
CoTEVer: Chain of Thought Prompting Annotation Toolkit for Explanation Verification Seungone Kim Se June Joo Yul Jang Hyungjoo Chae Jinyoung Yeo LRM 14 12 0 07 Mar 2023
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language Philipp Seidl Andreu Vall Sepp Hochreiter G. Klambauer 62 37 0 06 Mar 2023
Gradient-Based Automated Iterative Recovery for Parameter-Efficient Tuning Maximilian Mozes Tolga Bolukbasi Ann Yuan Frederick Liu Nithum Thain Lucas Dixon 32 4 0 13 Feb 2023
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories Suyu Ge Chenyan Xiong Corby Rosset Arnold Overwijk Jiawei Han Paul N. Bennett VLM 33 6 0 07 Feb 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang Seungone Kim Seonghyeon Ye Doyoung Kim Lajanugen Logeswaran Moontae Lee Kyungjae Lee Minjoon Seo LRM ALM 27 79 0 07 Feb 2023
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes Vahan Arsenyan Spartak Bughdaryan Fadi Shaya Kent Small Davit Shahnazaryan 33 10 0 29 Jan 2023
HeroNet: A Hybrid Retrieval-Generation Network for Conversational Bots Bolin Zhang Yunzhe Xu Zhiying Tu Dianhui Chu 25 0 0 29 Jan 2023
JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Zihao Chen H. Handa Kimiaki Shirahama 14 2 0 19 Jan 2023
Empowering Sentence Encoders with Prompting and Label Retrieval for Zero-shot Text Classification Jimin Hong Jungsoo Park Daeyoung Kim Seongjae Choi Bokyung Son Jaewoo Kang 24 3 0 20 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 32 39 0 19 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 279 0 19 Dec 2022
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 19 4 0 17 Dec 2022
Homonymy Information for English WordNet Rowan Hall Maudslay Simone Teufel 14 2 0 16 Dec 2022
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? David Mueller Nicholas Andrews Mark Dredze 31 6 0 13 Dec 2022