Nugget: Neural Agglomerative Embeddings of Text

3 October 2023

Papers citing "Nugget: Neural Agglomerative Embeddings of Text"

24 / 24 papers shown

Title
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression Eunseong Choi Sunkyung Lee Minjin Choi June Park Jongwuk Lee 138 2 0 03 Jan 2025
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models Julie Kallini Shikhar Murty Christopher D. Manning Christopher Potts Róbert Csordás 80 4 0 28 Oct 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 166 57 0 02 Apr 2024
Streaming Sequence Transduction through Dynamic Compression Weiting Tan Yunmo Chen Tongfei Chen Guanghui Qin Haoran Xu Heidi C. Zhang Benjamin Van Durme Philipp Koehn 131 2 0 02 Feb 2024
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Haochen Tan Wei Shao Han Wu Ke Yang Linqi Song 47 18 0 11 Mar 2022
The NLP Task Effectiveness of Long-Range Transformers Guanghui Qin Yukun Feng Benjamin Van Durme 39 29 0 16 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 836 9,644 0 28 Jan 2022
Domain-matched Pre-training Tasks for Dense Retrieval Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin ... Xilun Chen Sebastian Riedel Wen-tau Yih Sonal Gupta Yashar Mehdad RALM 50 66 0 28 Jul 2021
Variational Information Bottleneck for Effective Low-Resource Fine-Tuning Rabeeh Karimi Mahabadi Yonatan Belinkov James Henderson DRL 54 76 0 10 Jun 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 276 3,411 0 18 Apr 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning Kexin Wang Nils Reimers Iryna Gurevych 135 185 0 14 Apr 2021
Efficient Transformers: A Survey Yi Tay Mostafa Dehghani Dara Bahri Donald Metzler VLM 159 1,125 0 14 Sep 2020
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning Y. Tang C. Tran Xian Li Peng-Jen Chen Naman Goyal Vishrav Chaudhary Jiatao Gu Angela Fan CLL 131 462 0 02 Aug 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 138 1,376 0 27 Apr 2020
SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models Bin Wang C.-C. Jay Kuo 48 155 0 16 Feb 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation Marcin Junczys-Dowmunt 59 159 0 14 Jul 2019
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 221 1,602 0 11 Jun 2019
ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation J. E. Hu Rachel Rudinger Matt Post Benjamin Van Durme 59 83 0 11 Jan 2019
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 230 11,566 0 15 Feb 2018
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 121 909 0 01 Aug 2017
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 338 2,898 0 26 Sep 2016
Generating Sentences from a Continuous Space Samuel R. Bowman Luke Vilnis Oriol Vinyals Andrew M. Dai Rafal Jozefowicz Samy Bengio DRL 113 2,364 0 19 Nov 2015
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,544 0 16 Jan 2013