Chunk-based Nearest Neighbor Machine Translation

24 May 2022

Pedro Henrique Martins

Papers citing "Chunk-based Nearest Neighbor Machine Translation"

24 / 24 papers shown

Title
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan Chun Jason Xue 3DV RALM 38 26 0 18 Jul 2024
Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval Yan Gao Zhiwei Cao Zhongjian Miao Baosong Yang Shiyu Liu Min Zhang Jinsong Su 37 0 0 10 Jun 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Lin RALM BDL 108 10 0 29 May 2024
Investigating Neural Machine Translation for Low-Resource Languages: Using Bavarian as a Case Study Wan-Hua Her Udo Kruschwitz 42 4 0 12 Apr 2024
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison Maxime Bouthors Josep Crego François Yvon RALM 27 3 0 03 Apr 2024
Non-Exchangeable Conformal Language Generation with Nearest Neighbors Dennis Ulmer Chrysoula Zerva André F. T. Martins 33 11 0 01 Feb 2024
NNOSE: Nearest Neighbor Occupational Skill Extraction Mike Zhang Rob van der Goot Min-Yen Kan Barbara Plank 37 3 0 30 Jan 2024
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks Yichao Du Zhirui Zhang Linan Yue Xu Huang Yuqing Zhang Tong Xu Linli Xu Enhong Chen FedML 62 5 0 18 Jan 2024
Multilingual k-Nearest-Neighbor Machine Translation David Stap Christof Monz 24 3 0 23 Oct 2023
knn-seq: Efficient, Extensible kNN-MT Framework Hiroyuki Deguchi Hayate Hirano T. Hoshino Yuto Nishida Justin Vasselli Taro Watanabe 9 1 0 18 Oct 2023
Towards Example-Based NMT with Multi-Levenshtein Transformers Maxime Bouthors Josep Crego François Yvon 21 4 0 13 Oct 2023
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Fangyuan Xu Weijia Shi Eunsol Choi RALM 27 145 0 06 Oct 2023
INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation Wenhao Zhu Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen 30 11 0 10 Jun 2023
Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer R. Gao Zhirui Zhang Yichao Du Lemao Liu Rui Wang 26 2 0 22 May 2023
Simple and Scalable Nearest Neighbor Machine Translation Yu-Hsiu Dai Zhirui Zhang Qiuzhi Liu Qu Cui Wei-Hong Li Yichao Du Tong Xu 32 16 0 23 Feb 2023
N-Gram Nearest Neighbor Machine Translation Rui Lv Junliang Guo Rui Wang Xu Tan Qi Liu Tao Qin 23 2 0 30 Jan 2023
Prompting Neural Machine Translation with Translation Memories Abudurexiti Reheman Tao Zhou Yingfeng Luo Di Yang Tong Xiao Jingbo Zhu AI4CE VLM 35 5 0 13 Jan 2023
You can't pick your neighbors, or can you? When and how to rely on retrieval in the $k$ NN-LM Andrew Drozdov Shufan Wang Razieh Rahimi Andrew McCallum Hamed Zamani Mohit Iyyer RALM 122 17 0 28 Oct 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 30 109 0 31 Aug 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 77 62 0 28 Jan 2022
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Xin Zheng Zhirui Zhang Shujian Huang Boxing Chen Jun Xie Weihua Luo Jiajun Chen 70 25 0 14 Sep 2021
Efficient Nearest Neighbor Language Models Junxian He Graham Neubig Taylor Berg-Kirkpatrick RALM 195 103 0 09 Sep 2021
Distilling Knowledge from Reader to Retriever for Question Answering Gautier Izacard Edouard Grave RALM 185 251 0 08 Dec 2020
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017