Simple, Scalable Adaptation for Neural Machine Translation

18 September 2019

Papers citing "Simple, Scalable Adaptation for Neural Machine Translation"

50 / 256 papers shown

Title
Not All LoRA Parameters Are Essential: Insights on Inference Necessity Guanhua Chen Yutong Yao Ci-Jun Gao Lidia S. Chao Feng Wan Derek F. Wong 39 0 0 30 Mar 2025
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation Ali Marashian Enora Rice Luke Gessler Alexis Palmer K. Wense 79 1 0 24 Feb 2025
Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models Atharva Mehta Shivam Chauhan Amirbek Djanibekov Atharva Kulkarni Gus Xia Monojit Choudhury 69 0 0 11 Feb 2025
Learning to Adapt to Low-Resource Paraphrase Generation Zhigen Li Yanmeng Wang Rizhao Fan Ye Wang Jianfeng Li Shaojun Wang 113 3 0 22 Dec 2024
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs Imam Nur Bani Yusuf Lingxiao Jiang 82 0 0 18 Dec 2024
Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Alexander Fichtl Juraj Vladika Georg Groh KELM 78 0 0 25 Nov 2024
Expanding Sparse Tuning for Low Memory Usage Shufan Shen Junshu Sun Xiangyang Ji Qingming Huang Shuhui Wang 40 0 0 04 Nov 2024
Towards Optimal Adapter Placement for Efficient Transfer Learning Aleksandra I. Nowak Otniel-Bogdan Mercea Anurag Arnab Jonas Pfeiffer Yann N. Dauphin Utku Evci 25 0 0 21 Oct 2024
Scalable Multi-Domain Adaptation of Language Models using Modular Experts Peter Schafhalter Shun Liao Yanqi Zhou Chih-Kuan Yeh Arun Kandoor James Laudon MoE 26 1 0 14 Oct 2024
OD-Stega: LLM-Based Near-Imperceptible Steganography via Optimized Distributions Yu-Shin Huang Peter Just Krishna Narayanan Chao Tian 34 1 0 06 Oct 2024
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis Luka Andrenšek Boshko Koloski Andraz Pelicon Nada Lavrac Senja Pollak Matthew Purver 21 1 0 30 Sep 2024
Scalable Fine-tuning from Multiple Data Sources:A First-Order Approximation Approach Dongyue Li Ziniu Zhang Lu Wang Hongyang R. Zhang 38 0 0 28 Sep 2024
Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification Ming Li J. Zhong Chenxin Li Liuzhuozheng Li Nie Lin Masashi Sugiyama CLIP VLM 28 4 0 25 Sep 2024
Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition Xuan Kan Yonghui Xiao Tien-Ju Yang Nanxin Chen Rajiv Mathews FedML 21 0 0 19 Aug 2024
LoRA-Pro: Are Low-Rank Adapters Properly Optimized? Zhengbo Wang Jian Liang Ran He Zilei Wang Tieniu Tan 50 15 0 25 Jul 2024
Fixed and Adaptive Simultaneous Machine Translation Strategies Using Adapters Abderrahmane Issam Yusuf Can Semerci Jan Scholtes Gerasimos Spanakis 42 0 0 18 Jul 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning Haiwen Diao Bo Wan Xu Jia Yunzhi Zhuge Ying Zhang Huchuan Lu Long Chen VLM 47 4 0 10 Jul 2024
Investigating the potential of Sparse Mixtures-of-Experts for multi-domain neural machine translation Nadezhda Chirkova Vassilina Nikoulina Jean-Luc Meunier Alexandre Berard MoE 34 0 0 01 Jul 2024
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models Lynn Chua Badih Ghazi Yangsibo Huang Pritish Kamath Ravi Kumar Pasin Manurangsi Amer Sinha Chulin Xie Chiyuan Zhang 63 1 0 23 Jun 2024
GOAL: A Generalist Combinatorial Optimization Agent Learner Darko Drakulic Sofia Michel J. Andreoli 39 6 0 21 Jun 2024
Mixture of In-Context Prompters for Tabular PFNs Derek Xu Olcay Cirit Reza Asadi Yizhou Sun Wei Wang 31 9 0 25 May 2024
RE-Adapt: Reverse Engineered Adaptation of Large Language Models William Fleshman Benjamin Van Durme VLM 29 3 0 23 May 2024
DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation Jie Xu Karthikeyan P. Saravanan Rogier van Dalen Haaris Mehmood David Tuckey Mete Ozay 56 5 0 10 May 2024
Adapting Dual-encoder Vision-language Models for Paraphrased Retrieval Jiacheng Cheng Hijung Valentina Shin Nuno Vasconcelos Bryan C. Russell Fabian Caba Heilbron VLM 29 1 0 06 May 2024
The Trade-off between Performance, Efficiency, and Fairness in Adapter Modules for Text Classification Minh Duc Bui K. Wense 31 0 0 03 May 2024
No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement Mateusz Klimaszewski Piotr Andruszkiewicz Alexandra Birch MoMe 47 4 0 24 Apr 2024
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages Aleksei Dorkin Kairit Sirts 19 1 0 19 Apr 2024
AdaIR: Exploiting Underlying Similarities of Image Restoration Tasks with Adapters Hao-Wei Chen Yu-Syuan Xu Kelvin C. K. Chan Hsien-Kai Kuo Chun-Yi Lee Ming-Hsuan Yang 29 1 0 17 Apr 2024
Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation Shaomu Tan Di Wu Christof Monz MoMe 34 7 0 17 Apr 2024
Diffscaler: Enhancing the Generative Prowess of Diffusion Transformers Nithin Gopalakrishnan Nair Jeya Maria Jose Valanarasu Vishal M. Patel 40 1 0 15 Apr 2024
AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees William Fleshman Aleem Khan Marc Marone Benjamin Van Durme CLL KELM 55 3 0 12 Apr 2024
F-MALLOC: Feed-forward Memory Allocation for Continual Learning in Neural Machine Translation Junhong Wu Yuchen Liu Chengqing Zong CLL 36 1 0 07 Apr 2024
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation Tong Su Xin Peng Sarubi Thillainathan David Guzmán Surangika Ranathunga En-Shiun Annie Lee 35 2 0 05 Apr 2024
Is Modularity Transferable? A Case Study through the Lens of Knowledge Distillation Mateusz Klimaszewski Piotr Andruszkiewicz Alexandra Birch 22 0 0 27 Mar 2024
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method Biao Zhang Zhongtao Liu Colin Cherry Orhan Firat LRM 52 124 0 27 Feb 2024
Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy? Nader Asadi Mahdi Beitollahi Yasser H. Khalil Yinchuan Li Guojun Zhang Xi Chen MoMe 35 8 0 23 Feb 2024
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval Antoine Louis V. Saxena Gijs van Dijck Gerasimos Spanakis 40 5 0 23 Feb 2024
Key ingredients for effective zero-shot cross-lingual knowledge transfer in generative tasks Nadezhda Chirkova Vassilina Nikoulina 26 7 0 19 Feb 2024
Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text Xiaoman Xu Xiangrun Li Taihang Wang Jianxiang Tian Ye Jiang DeLMO 29 3 0 19 Feb 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models Kang He Yinghan Long Kaushik Roy 28 2 0 15 Feb 2024
Efficient Language Adaptive Pre-training: Extending State-of-the-Art Large Language Models for Polish Szymon Ruciñski 36 5 0 15 Feb 2024
MAFIA: Multi-Adapter Fused Inclusive LanguAge Models Prachi Jain Ashutosh Sathe Varun Gumma Kabir Ahuja Sunayana Sitaram 28 1 0 12 Feb 2024
A Morphologically-Aware Dictionary-based Data Augmentation Technique for Machine Translation of Under-Represented Languages Md Mahfuz Ibn Alam Sina Ahmadi Antonios Anastasopoulos 54 0 0 02 Feb 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition Carolin Holtermann Markus Frohmann Navid Rekabsaz Anne Lauscher MoMe 24 5 0 23 Jan 2024
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges Zhen Li Xiaohan Xu Tao Shen Can Xu Jia-Chen Gu Yuxuan Lai Chongyang Tao Shuai Ma LM&MA ELM 34 9 0 13 Jan 2024
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion Ruilin Luo Tianle Gu Haoling Li Junzhe Li Zicheng Lin Jiayi Li Yujiu Yang AI4CE 31 7 0 11 Jan 2024
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning Wenhan Xia Chengwei Qin Elad Hazan 54 52 0 08 Jan 2024
Diversifying Knowledge Enhancement of Biomedical Language Models using Adapter Modules and Knowledge Graphs Juraj Vladika Alexander Fichtl Florian Matthes KELM 22 1 0 21 Dec 2023
Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment Lingling Xu Haoran Xie S. J. Qin Xiaohui Tao F. Wang 46 132 0 19 Dec 2023
Gradient-based Parameter Selection for Efficient Fine-Tuning Zhi Zhang Qizhe Zhang Zijun Gao Renrui Zhang Ekaterina Shutova Shiji Zhou Shanghang Zhang 28 15 0 15 Dec 2023