Learning Kernel-Smoothed Machine Translation with Retrieved Examples

21 September 2021

Lei Li

Papers citing "Learning Kernel-Smoothed Machine Translation with Retrieved Examples"

28 / 28 papers shown

Title
Long-Tail Crisis in Nearest Neighbor Language Models Yuto Nishida Makoto Morishita Hiroyuki Deguchi Hidetaka Kamigaito Taro Watanabe RALM 63 0 0 28 Mar 2025
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization Mikhail Persiianov Arip Asadulaev Nikita Andreev Nikita Starodubcev Dmitry Baranchuk Anastasis Kratsios Evgeny Burnaev Alexander Korotin 20 0 0 03 Oct 2024
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation Shaojun Li Hengchao Shang Daimeng Wei Jiaxin Guo Zongyao Li Xianghui He Min Zhang Hao Yang 37 2 0 13 Sep 2024
Simply Trainable Nearest Neighbour Machine Translation with GPU Inference Hossam Amer Abdelrahman Abouelenin Mohamed Maher Evram Nairouz Mohamed Afify H. Awadallah 26 0 0 29 Jul 2024
Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR Shaojun Li Daimeng Wei Hengchao Shang Jiaxin Guo Zongyao Li Zhanglin Wu Zhiqiang Rao Yuanchang Luo Xianghui He Hao Yang 21 1 0 07 Jun 2024
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation Chen Huang Yiping Jin Ilija Ilievski Wenqiang Lei Jiancheng Lv 35 3 0 20 May 2024
Generating Diverse Translation with Perturbed kNN-MT Yuto Nishida Makoto Morishita Hidetaka Kamigaito Taro Watanabe 21 1 0 14 Feb 2024
NNOSE: Nearest Neighbor Occupational Skill Extraction Mike Zhang Rob van der Goot Min-Yen Kan Barbara Plank 29 3 0 30 Jan 2024
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models Luiza Amador Pozzobon B. Ermiş Patrick Lewis Sara Hooker 30 20 0 11 Oct 2023
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation Zhiwei Cao Baosong Yang Huan Lin Suhang Wu Xiangpeng Wei Dayiheng Liu Jun Xie Min Zhang Jinsong Su 23 2 0 26 May 2023
Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer R. Gao Zhirui Zhang Yichao Du Lemao Liu Rui Wang 21 2 0 22 May 2023
Tram: A Token-level Retrieval-augmented Mechanism for Source Code Summarization Tong Ye Lingfei Wu Tengyu Ma Xuhong Zhang Yangkai Du Peiyu Liu S. Ji Wenhai Wang 29 5 0 18 May 2023
Semiparametric Language Models Are Scalable Continual Learners Guangyue Peng Tao Ge Si-Qing Chen Furu Wei Houfeng Wang KELM 41 10 0 02 Mar 2023
kNN-BOX: A Unified Framework for Nearest Neighbor Generation Wenhao Zhu Qianfeng Zhao Yunzhe Lv Shujian Huang Siheng Zhao Sizhe Liu Jiajun Chen 26 7 0 27 Feb 2023
Simple and Scalable Nearest Neighbor Machine Translation Yu-Hsiu Dai Zhirui Zhang Qiuzhi Liu Qu Cui Wei-Hong Li Yichao Du Tong Xu 24 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
Better Datastore, Better Translation: Generating Datastores from Pre-Trained Models for Nearest Neural Machine Translation Jiahuan Li Shanbo Cheng Zewei Sun Mingxuan Wang Shujian Huang 52 2 0 17 Dec 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association Zhenwen Liang Jipeng Zhang Xiangliang Zhang AIMat 34 17 0 01 Dec 2022
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation Wenhao Zhu Shujian Huang Yunzhe Lv Xin Zheng Jiajun Chen 25 7 0 08 Nov 2022
Towards Robust k-Nearest-Neighbor Machine Translation Hui Jiang Ziyao Lu Fandong Meng Chulun Zhou Jie Zhou Degen Huang Jinsong Su OOD 21 20 0 17 Oct 2022
Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation Qiang Wang Rongxiang Weng Ming-Tso Chen RALM 27 4 0 19 Sep 2022
An Empirical Study of Retrieval-enhanced Graph Neural Networks Dingmin Wang Shengchao Liu Hanchen Wang Bernardo Cuenca Grau Linfeng Song Jian Tang Song Le Qi Liu 18 0 0 01 Jun 2022
Chunk-based Nearest Neighbor Machine Translation Pedro Henrique Martins Zita Marinho André F.T. Martins RALM 80 28 0 24 May 2022
Efficient Machine Translation Domain Adaptation Pedro Henrique Martins Zita Marinho André F.T. Martins 67 14 0 26 Apr 2022
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation Dexin Wang Kai Fan Boxing Chen Deyi Xiong 27 31 0 13 Apr 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
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016