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"

34 / 284 papers shown

Title
Text Embeddings by Weakly-Supervised Contrastive Pre-training Liang Wang Nan Yang Xiaolong Huang Binxing Jiao Linjun Yang Daxin Jiang Rangan Majumder Furu Wei VLM 28 504 0 07 Dec 2022
Document-Level Abstractive Summarization Gonçalo Raposo Afonso Raposo Ana Sofia Carmo 11 1 0 06 Dec 2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs Kyle Richardson Ronen Tamari Oren Sultan Reut Tsarfaty Dafna Shahaf Ashish Sabharwal KELM 11 7 0 15 Nov 2022
Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense Zhecan Wang Haoxuan You Yicheng He Wenhao Li Kai-Wei Chang Shih-Fu Chang 15 5 0 10 Nov 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Yiming Chen Yan Zhang Bin Wang Zuozhu Liu Haizhou Li 27 24 0 30 Oct 2022
Perceptual Grouping in Contrastive Vision-Language Models Kanchana Ranasinghe Brandon McKinzie S. S. Ravi Yinfei Yang Alexander Toshev Jonathon Shlens VLM 10 50 0 18 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 6 363 0 13 Oct 2022
RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses Honglei Zhuang Zhen Qin R. Jagerman Kai Hui Ji Ma Jing Lu Jianmo Ni Xuanhui Wang Michael Bendersky AIMat 18 127 0 12 Oct 2022
Decoupled Context Processing for Context Augmented Language Modeling Zonglin Li Ruiqi Guo Surinder Kumar RALM KELM 6 22 0 11 Oct 2022
Montague semantics and modifier consistency measurement in neural language models Danilo S. Carvalho Edoardo Manino Julia Rozanova Lucas C. Cordeiro André Freitas 8 0 0 10 Oct 2022
Nonparametric Decoding for Generative Retrieval Hyunji Lee Jaeyoung Kim Hoyeon Chang Hanseok Oh Sohee Yang Vladimir Karpukhin Yi Lu Minjoon Seo RALM 11 5 0 05 Oct 2022
Overview of the SV-Ident 2022 Shared Task on Survey Variable Identification in Social Science Publications Tornike Tsereteli Yavuz Selim Kartal Simone Paolo Ponzetto Andrea Zielinski Kai Eckert Philipp Mayr 11 7 0 19 Sep 2022
vec2text with Round-Trip Translations Geoffrey Cideron Sertan Girgin Anton Raichuk Olivier Pietquin Olivier Bachem Léonard Hussenot 35 3 0 14 Sep 2022
Interpreting Embedding Spaces by Conceptualization Adi Simhi Shaul Markovitch 16 5 0 22 Aug 2022
Active entailment encoding for explanation tree construction using parsimonious generation of hard negatives Alex Bogatu Zili Zhou Dónal Landers André Freitas LRM 17 2 0 02 Aug 2022
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Subhro Roy Sam Thomson Tongfei Chen Richard Shin Adam Pauls Jason Eisner Benjamin Van Durme ALM 18 12 0 21 Jun 2022
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 21 1 0 31 May 2022
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation L. Nie S. Cao Jiaxin Shi Jiu Sun Qingwen Tian Lei Hou Juanzi Li Jidong Zhai GNN 42 20 0 24 May 2022
Dialog Inpainting: Turning Documents into Dialogs Zhuyun Dai Arun Tejasvi Chaganty Vincent Zhao Aida Amini Q. Rashid Mike Green Kelvin Guu 11 62 0 18 May 2022
Plug-and-Play Adaptation for Continuously-updated QA Kyungjae Lee Wookje Han Seung-won Hwang Hwaran Lee Joonsuk Park Sang-Woo Lee KELM 10 16 0 27 Apr 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters Tal Schuster Sihao Chen S. Buthpitiya Alex Fabrikant Donald Metzler 8 41 0 15 Apr 2022
Exploring Dual Encoder Architectures for Question Answering Zhe Dong Jianmo Ni Daniel M. Bikel Enrique Alfonseca Yuanjin Wang Chen Qu I. Zitouni 14 16 0 14 Apr 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang Wei-Ye Zhao Zhuoyu Wei Jingming Liu 20 123 0 04 Mar 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 15 24 0 15 Feb 2022
Transformer Memory as a Differentiable Search Index Yi Tay Vinh Q. Tran Mostafa Dehghani Jianmo Ni Dara Bahri ... Zhe Zhao Jai Gupta Tal Schuster William W. Cohen Donald Metzler 8 260 0 14 Feb 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings Qiyu Wu Chongyang Tao Tao Shen Can Xu Xiubo Geng Daxin Jiang SSL 6 28 0 28 Jan 2022
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning Zeqiu Wu Yi Luan Hannah Rashkin David Reitter Hannaneh Hajishirzi Mari Ostendorf Gaurav Singh Tomar LRM 15 75 0 16 Dec 2021
Large Dual Encoders Are Generalizable Retrievers Jianmo Ni Chen Qu Jing Lu Zhuyun Dai Gustavo Hernández Ábrego ... Vincent Zhao Yi Luan Keith B. Hall Ming-Wei Chang Yinfei Yang DML 8 427 0 15 Dec 2021
DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings Chaochen Gao Xing Wu Peng Wang Jue Wang Liangjun Zang Zhongyuan Wang Songlin Hu 9 3 0 10 Dec 2021
VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction Dan Li Yang Yang Hongyin Tang Jingang Wang Tong Bill Xu Wei Yu Wu Enhong Chen 15 7 0 08 Dec 2021
TransAug: Translate as Augmentation for Sentence Embeddings Jue Wang Haofan Wang Xing Wu Chaochen Gao Debing Zhang 9 0 0 30 Oct 2021
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast Liang Wang Wei-Ye Zhao Jingming Liu 18 14 0 01 Sep 2021
Rethinking embedding coupling in pre-trained language models Hyung Won Chung Thibault Févry Henry Tsai Melvin Johnson Sebastian Ruder 93 142 0 24 Oct 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018