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
OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization Shmuel Amar Liat Schiff Ori Ernst Asi Shefer Ori Shapira Ido Dagan 30 11 0 07 Dec 2023
A Text-to-Text Model for Multilingual Offensive Language Identification Tharindu Ranasinghe Marcos Zampieri 22 3 0 06 Dec 2023
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models Wei-Cheng Chang Jyun-Yu Jiang Jiong Zhang Mutasem Al-Darabsah C. Teo Cho-Jui Hsieh Hsiang-Fu Yu S. Vishwanathan RALM 24 2 0 05 Dec 2023
SCStory: Self-supervised and Continual Online Story Discovery Susik Yoon Yu Meng Dongha Lee Jiawei Han CLL 38 8 0 27 Nov 2023
Large Language Models in Law: A Survey Jinqi Lai Wensheng Gan Jiayang Wu Zhenlian Qi Philip S. Yu ELM AILaw 34 72 0 26 Nov 2023
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning Kazuma Hashimoto K. Raman Michael Bendersky 39 2 0 16 Nov 2023
Data Similarity is Not Enough to Explain Language Model Performance Gregory Yauney Emily Reif David M. Mimno 43 6 0 15 Nov 2023
X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects Minqian Liu Ying Shen Zhiyang Xu Yixin Cao Eunah Cho Vaibhav Kumar Reza Ghanadan Lifu Huang ELM LM&MA ALM 49 25 0 15 Nov 2023
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders Yingji Zhang Marco Valentino Danilo S. Carvalho Ian Pratt-Hartmann André Freitas DRL 21 7 0 14 Nov 2023
Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment Chong Li Shaonan Wang Jiajun Zhang Chengqing Zong 21 15 0 14 Nov 2023
How Well Do Text Embedding Models Understand Syntax? Yan Zhang Zhaopeng Feng Zhiyang Teng Zuozhu Liu Haizhou Li 40 3 0 14 Nov 2023
It's All Relative! -- A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction Aditi Chaudhary K. Raman Michael Bendersky 23 7 0 14 Nov 2023
Hallucination-minimized Data-to-answer Framework for Financial Decision-makers Sohini Roychowdhury Andres Alvarez Brian Moore Marko Krema Maria Paz Gelpi ... Angel Rodriguez Jose Ramon Cabrejas Pablo Martinez Serrano Punit Agrawal Arijit Mukherjee 36 8 0 09 Nov 2023
SEMQA: Semi-Extractive Multi-Source Question Answering Tal Schuster Á. Lelkes Haitian Sun Jai Gupta Jonathan Berant W. Cohen Donald Metzler 33 13 0 08 Nov 2023
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations Sihao Chen Hongming Zhang Tong Chen Ben Zhou Wenhao Yu Dian Yu Baolin Peng Hongwei Wang Dan Roth Dong Yu SSL 18 13 0 07 Nov 2023
Integrating Language-Derived Appearance Elements with Visual Cues in Pedestrian Detection Sungjune Park Hyunjun Kim Y. Ro 39 11 0 02 Nov 2023
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion Pengyue Jia Yiding Liu Xiangyu Zhao Xiaopeng Li Changying Hao Shuaiqiang Wang Dawei Yin 21 16 0 29 Oct 2023
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation Yixin Wan Fanyou Wu Weijie Xu Srinivasan H. Sengamedu HILM 24 5 0 28 Oct 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes Á. Lelkes Eric Loreaux Tal Schuster Ming-Jun Chen Alvin Rajkomar 32 2 0 27 Oct 2023
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning Ping Guo Xiangpeng Wei Yue Hu Baosong Yang Dayiheng Liu Fei Huang Jun Xie 26 2 0 26 Oct 2023
DEFT: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection Devleena Das Vivek Khetan 23 0 0 25 Oct 2023
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Zefan Wang Zichuan Liu Yingying Zhang Aoxiao Zhong Lunting Fan Lingfei Wu Qingsong Wen 41 24 0 25 Oct 2023
DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM Weijie Xu Wenxiang Hu Fanyou Wu Srinivasan H. Sengamedu DiffM 23 13 0 23 Oct 2023
Harnessing Attention Mechanisms: Efficient Sequence Reduction using Attention-based Autoencoders Daniel Biermann Fabrizio Palumbo Morten Goodwin Ole-Christoffer Granmo 27 0 0 23 Oct 2023
Meaning Representations from Trajectories in Autoregressive Models Tian Yu Liu Matthew Trager Alessandro Achille Pramuditha Perera L. Zancato Stefano Soatto 26 14 0 23 Oct 2023
Cache & Distil: Optimising API Calls to Large Language Models Guillem Ramírez Matthias Lindemann Alexandra Birch Ivan Titov 32 3 0 20 Oct 2023
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection Zheye Deng Weiqi Wang Zhaowei Wang Xin Liu Yangqiu Song 31 9 0 18 Oct 2023
Search-Adaptor: Embedding Customization for Information Retrieval Jinsung Yoon Sercan Ö. Arik Yanfei Chen Tomas Pfister 20 2 0 12 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 37 6 0 12 Oct 2023
Core-sets for Fair and Diverse Data Summarization S. Mahabadi S. Trajanovski 22 1 0 12 Oct 2023
Automatic Macro Mining from Interaction Traces at Scale Forrest Huang Gang Li Tao Li Yang Li 14 9 0 10 Oct 2023
Factual and Personalized Recommendations using Language Models and Reinforcement Learning Jihwan Jeong Yinlam Chow Guy Tennenholtz Chih-Wei Hsu Azamat Tulepbergenov Mohammad Ghavamzadeh Craig Boutilier 24 4 0 09 Oct 2023
Demystifying Embedding Spaces using Large Language Models Guy Tennenholtz Yinlam Chow Chih-Wei Hsu Jihwan Jeong Lior Shani Azamat Tulepbergenov Deepak Ramachandran Martin Mladenov Craig Boutilier 23 11 0 06 Oct 2023
LLM Based Multi-Document Summarization Exploiting Main-Event Biased Monotone Submodular Content Extraction Litton J. Kurisinkel Nancy F. Chen 13 4 0 05 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks Soumajyoti Sarkar Leonard Lausen LMTD 18 5 0 01 Oct 2023
LMDX: Language Model-based Document Information Extraction and Localization Vincent Perot Kai Kang Florian Luisier Guolong Su Xiaoyu Sun ... Zifeng Wang Jiaqi Mu Hao Zhang Chen-Yu Lee Nan Hua 53 29 0 19 Sep 2023
Constructing a Knowledge Graph for Vietnamese Legal Cases with Heterogeneous Graphs Thi-Hai-Yen Vuong Minh-Quan Hoang Tan-Minh Nguyen Hoang-Trung Nguyen Nguyen Ha Thanh AILaw 31 0 0 16 Sep 2023
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding Kaiyan Zhao Qiyu Wu Xin-Qiang Cai Yoshimasa Tsuruoka 25 6 0 16 Sep 2023
Multilingual Sentence-Level Semantic Search using Meta-Distillation Learning Meryem M'hamdi Jonathan May Franck Dernoncourt Trung Bui Seunghyun Yoon FedML 21 1 0 15 Sep 2023
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning Ted Zadouri A. Ustun Arash Ahmadian Beyza Ermics Acyr F. Locatelli Sara Hooker MoE 35 88 0 11 Sep 2023
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases Zhenghao Liu Senkun Mei Chenyan Xiong Xiaohua Li Shi Yu Zhiyuan Liu Yu Gu Ge Yu 25 20 0 27 Aug 2023
MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification Hui Ye Rajshekhar Sunderraman Shihao Ji 29 3 0 25 Aug 2023
Sentence Embedding Models for Ancient Greek Using Multilingual Knowledge Distillation Kevin Krahn D. Tate Andrew C. Lamicela 16 4 0 24 Aug 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Jianghao Lin Rongjie Shan Chenxu Zhu Kounianhua Du Bo Chen Shigang Quan Ruiming Tang Yong Yu Weinan Zhang LRM 37 78 0 22 Aug 2023
Taken by Surprise: Contrast effect for Similarity Scores Thomas C. Bachlechner M. Martone M. Schillo 25 0 0 18 Aug 2023
Teach LLMs to Personalize -- An Approach inspired by Writing Education Cheng Li Mingyang Zhang Qiaozhu Mei Yaqing Wang Spurthi Amba Hombaiah Yi Liang Michael Bendersky AI4Ed 17 33 0 15 Aug 2023
Action Class Relation Detection and Classification Across Multiple Video Datasets Yuya Yoshikawa Yutaro Shigeto Masashi Shimbo A. Takeuchi 24 0 0 15 Aug 2023
Towards Controllable Natural Language Inference through Lexical Inference Types Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann André Freitas 18 1 0 07 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 56 342 0 07 Aug 2023
Scaling Sentence Embeddings with Large Language Models Ting Jiang Shaohan Huang Zhongzhi Luan Deqing Wang Fuzhen Zhuang LRM 42 40 0 31 Jul 2023