Scaling Sentence Embeddings with Large Language Models

31 July 2023

Papers citing "Scaling Sentence Embeddings with Large Language Models"

27 / 27 papers shown

Title
An End-to-End Model For Logits Based Large Language Models Watermarking Kahim Wong Jicheng Zhou Jiantao Zhou Yain-Whar Si WaLM 30 2 0 05 May 2025
Retrieval Backward Attention without Additional Training: Enhance Embeddings of Large Language Models via Repetition Yifei Duan Raphael Shang Deng Liang Yongqiang Cai 80 0 0 28 Feb 2025
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment Jingcheng Deng Zhongtao Jiang Liang Pang Liwei Chen Kun Xu Zihao Wei Huawei Shen Xueqi Cheng 49 1 0 17 Feb 2025
LLM Embeddings for Deep Learning on Tabular Data Boshko Koloski Andrei Margeloiu Xiangjian Jiang Blaž Škrlj Nikola Simidjievski M. Jamnik LMTD 72 0 0 17 Feb 2025
DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning Jiaxin Guo Cheng Chen Shuzhen Li T. Zhang 52 0 0 01 Feb 2025
Revisiting Language Models in Neural News Recommender Systems Yuyue Zhao Jin Huang David Vos Maarten de Rijke KELM 56 0 0 20 Jan 2025
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Zhengwei Tao Shuai Ma 68 7 0 17 Dec 2024
Non-native speakers of English or ChatGPT: Who thinks better? Mohammed Q. Shormani LRM 70 0 0 30 Nov 2024
Sparse Attention Vectors: Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers Chancharik Mitra Brandon Huang Tianning Chai Zhiqiu Lin Assaf Arbelle Rogerio Feris Leonid Karlinsky Trevor Darrell Deva Ramanan Roei Herzig VLM 119 4 0 28 Nov 2024
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory Di Wu Hongwei Wang W. Yu Yuwei Zhang Kai-Wei Chang Dong Yu RALM KELM 41 5 0 14 Oct 2024
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment Amir Hossein Kargaran Ali Modarressi Nafiseh Nikeghbal Jana Diesner François Yvon Hinrich Schütze ELM 44 3 0 08 Oct 2024
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models Muhammad Jehanzeb Mirza Mengjie Zhao Zhuoyuan Mao Sivan Doveh Wei Lin ... Yuki Mitsufuji Horst Possegger Rogerio Feris Leonid Karlinsky James Glass VLM 74 1 0 08 Oct 2024
jina-embeddings-v3: Multilingual Embeddings With Task LoRA Saba Sturua Isabelle Mohr Mohammad Kalim Akram Michael Gunther Bo Wang ... Feng Wang Georgios Mastrapas Andreas Koukounas Nan Wang Han Xiao RALM 32 23 0 16 Sep 2024
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers Marcus Buckmann Edward Hill 29 1 0 06 Aug 2024
E5-V: Universal Embeddings with Multimodal Large Language Models Ting Jiang Minghui Song Zihan Zhang Haizhen Huang Weiwei Deng Feng Sun Qi Zhang Deqing Wang Fuzhen Zhuang VLM 23 19 0 17 Jul 2024
Self-supervised Interpretable Concept-based Models for Text Classification Francesco De Santis Philippe Bich Gabriele Ciravegna Pietro Barbiero Danilo Giordano Tania Cerquitelli 26 0 0 20 Jun 2024
NIFTY Financial News Headlines Dataset Raeid Saqur Ken Kato Nicholas Vinden Frank Rudzicz AIFin 26 1 0 16 May 2024
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders Parishad BehnamGhader Vaibhav Adlakha Marius Mosbach Dzmitry Bahdanau Nicolas Chapados Siva Reddy 33 173 0 09 Apr 2024
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models Bowen Zhang Kehua Chang Chunping Li 34 10 0 05 Apr 2024
Editing Knowledge Representation of Language Model via Rephrased Prefix Prompts Yuchen Cai Ding Cao Rongxi Guo Yaqin Wen Guiquan Liu Enhong Chen KELM 29 3 0 21 Mar 2024
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding Alessandro Achille Greg Ver Steeg Tian Yu Liu Matthew Trager Carson Klingenberg Stefano Soatto 19 1 0 14 Feb 2024
Meaning Representations from Trajectories in Autoregressive Models Tian Yu Liu Matthew Trager Alessandro Achille Pramuditha Perera L. Zancato Stefano Soatto 16 13 0 23 Oct 2023
AnglE-optimized Text Embeddings Xianming Li Jing Li RALM 14 88 0 22 Sep 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 44 281 0 14 Aug 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback M. Abouheaf W. Gueaieb Md. Suruz Miah D. Spinello Xipeng Qiu 49 37 0 03 May 2023
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 23 1 0 31 May 2022
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 223 4,424 0 23 Jan 2020