Nomic Embed: Training a Reproducible Long Context Text Embedder

2 February 2024

Papers citing "Nomic Embed: Training a Reproducible Long Context Text Embedder"

23 / 73 papers shown

Title
LETS-C: Leveraging Language Embedding for Time Series Classification Rachneet Kaur Zhen Zeng T. Balch Manuela Veloso AI4TS 35 0 0 09 Jul 2024
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation David Rau Hervé Déjean Nadezhda Chirkova Thibault Formal Shuai Wang Vassilina Nikoulina S. Clinchant 45 12 0 01 Jul 2024
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 55 47 0 21 Jun 2024
Tracking the perspectives of interacting language models Hayden Helm Brandon Duderstadt Youngser Park Carey E. Priebe 51 6 0 17 Jun 2024
Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity Bowen Zhang Chunping Li 44 0 0 14 Jun 2024
Can't Hide Behind the API: Stealing Black-Box Commercial Embedding Models Manveer Singh Tamber Jasper Xian Jimmy Lin MLAU SILM 157 0 0 13 Jun 2024
AutoSurvey: Large Language Models Can Automatically Write Surveys Yidong Wang Qi Guo Wenjin Yao Hongbo Zhang Xin Zhang ... M. Zhang Qingsong Wen Wei Ye Shikun Zhang Yue Zhang LM&MA 30 19 0 10 Jun 2024
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss Bowen Zhang Chunping Li 44 2 0 08 Jun 2024
Nomic Embed Vision: Expanding the Latent Space Zach Nussbaum Brandon Duderstadt Andriy Mulyar VLM 33 5 0 06 Jun 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark Hongliu Cao AI4TS 35 11 0 27 May 2024
WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness Baizhou Huang Xiaojun Wan 37 1 0 22 May 2024
RLHF Workflow: From Reward Modeling to Online RLHF Hanze Dong Wei Xiong Bo Pang Haoxiang Wang Han Zhao Yingbo Zhou Nan Jiang Doyen Sahoo Caiming Xiong Tong Zhang OffRL 29 95 0 13 May 2024
Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models Luke Merrick Danmei Xu Gaurav Nuti Daniel Campos 17 24 0 08 May 2024
LongEmbed: Extending Embedding Models for Long Context Retrieval Dawei Zhu Liang Wang Nan Yang Yifan Song Wenhao Wu Furu Wei Sujian Li RALM 43 21 0 18 Apr 2024
Intuition-aware Mixture-of-Rank-1-Experts for Parameter Efficient Finetuning Yijiang Liu Rongyu Zhang Huanrui Yang Kurt Keutzer Yuan Du Li Du Shanghang Zhang MoE 41 6 0 13 Apr 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 71 5 0 11 Apr 2024
Binary Classifier Optimization for Large Language Model Alignment Seungjae Jung Gunsoo Han D. W. Nam Kyoung-Woon On 36 21 0 06 Apr 2024
The First Place Solution of WSDM Cup 2024: Leveraging Large Language Models for Conversational Multi-Doc QA Yiming Li Zhao Zhang 21 1 0 28 Feb 2024
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents Tamara Czinczoll Christoph Hones Maximilian Schall Gerard de Melo 35 2 0 27 Feb 2024
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT Jon Saad-Falcon Daniel Y. Fu Simran Arora Neel Guha Christopher Ré RALM 34 16 0 12 Feb 2024
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 234 971 0 17 Apr 2021
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 245 1,821 0 17 Sep 2019
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 297 6,959 0 20 Apr 2018