Adaptive Nearest Neighbor Machine Translation

27 May 2021

Papers citing "Adaptive Nearest Neighbor Machine Translation"

29 / 29 papers shown

Title
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse Maojia Song Shang Hong Sim Rishabh Bhardwaj Hai Leong Chieu Navonil Majumder Soujanya Poria 44 6 0 17 Sep 2024
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 40 27 0 18 Jul 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 75 5 0 18 Jan 2024
Multilingual k-Nearest-Neighbor Machine Translation David Stap Christof Monz 24 3 0 23 Oct 2023
RAMP: Retrieval-Augmented MOS Prediction via Confidence-based Dynamic Weighting Haibo Wang Shiwan Zhao Xiguang Zheng Yong Qin 34 12 0 31 Aug 2023
KIT's Multilingual Speech Translation System for IWSLT 2023 Danni Liu Thai-Binh Nguyen Sai Koneru Enes Yavuz Ugan Ngoc-Quan Pham Tuan-Nam Nguyen Tu Anh Dinh Carlos Mullov A. Waibel Jan Niehues 33 7 0 08 Jun 2023
Retrosynthesis Prediction with Local Template Retrieval Shufang Xie Rui Yan Junliang Guo Yingce Xia Lijun Wu Tao Qin 31 12 0 07 Jun 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 36 2 0 26 May 2023
Non-parametric, Nearest-neighbor-assisted Fine-tuning for Neural Machine Translation Jiayi Wang Ke Min Wang Yuqi Zhang Yu Zhao Pontus Stenetorp 21 0 0 23 May 2023
kNN-BOX: A Unified Framework for Nearest Neighbor Generation Wenhao Zhu Qianfeng Zhao Yunzhe Lv Shujian Huang Siheng Zhao Sizhe Liu Jiajun Chen 36 7 0 27 Feb 2023
$k$ NN-Adapter: Efficient Domain Adaptation for Black-Box Language Models Yangsibo Huang Daogao Liu Zexuan Zhong Weijia Shi Y. Lee RALM ALM 43 14 0 21 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
Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration Feng Nie Meixi Chen Zhirui Zhang Xuan Cheng 29 32 0 05 Dec 2022
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation Wenhao Zhu Shujian Huang Yunzhe Lv Xin Zheng Jiajun Chen 35 7 0 08 Nov 2022
Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions Cuong Hoang Devendra Singh Sachan Prashant Mathur Brian Thompson Marcello Federico 40 2 0 11 Oct 2022
Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions Cuong Hoang Devendra Singh Sachan Prashant Mathur Brian Thompson Marcello Federico 26 9 0 10 Oct 2022
Blur the Linguistic Boundary: Interpreting Chinese Buddhist Sutra in English via Neural Machine Translation Denghao Li Yuqiao Zeng Jianzong Wang Lingwei Kong Zhangcheng Huang Ning Cheng Xiaoyang Qu Jing Xiao 28 1 0 30 Sep 2022
Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation Qiang Wang Rongxiang Weng Ming-Tso Chen RALM 32 4 0 19 Sep 2022
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 249 128 0 25 May 2022
Chunk-based Nearest Neighbor Machine Translation Pedro Henrique Martins Zita Marinho André F.T. Martins RALM 90 28 0 24 May 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation Yichao Du Weizhi Wang Zhirui Zhang Boxing Chen Tong Xu Jun Xie Enhong Chen 53 18 0 23 May 2022
Nearest Neighbor Knowledge Distillation for Neural Machine Translation Zhixian Yang Renliang Sun Xiaojun Wan 18 12 0 01 May 2022
Efficient Machine Translation Domain Adaptation Pedro Henrique Martins Zita Marinho André F.T. Martins 75 14 0 26 Apr 2022
A Survey on Retrieval-Augmented Text Generation Huayang Li Yixuan Su Deng Cai Yan Wang Lemao Liu RALM 69 198 0 02 Feb 2022
Non-Parametric Online Learning from Human Feedback for Neural Machine Translation Dongqi Wang Hao-Ran Wei Zhirui Zhang Shujian Huang Jun Xie Jiajun Chen OffRL 57 15 0 23 Sep 2021
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
Layer-wise Model Pruning based on Mutual Information Chun Fan Jiwei Li Xiang Ao Fei Wu Yuxian Meng Xiaofei Sun 48 19 0 28 Aug 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 31 86 0 14 Apr 2021
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,211 0 12 Jun 2017