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Examining Scaling and Transfer of Language Model Architectures for Machine Translation

1 February 2022

Papers citing "Examining Scaling and Transfer of Language Model Architectures for Machine Translation"

30 / 30 papers shown

Title
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs Zhongzhan Huang Guoming Ling Vincent S. Liang Yupei Lin Yandong Chen Shanshan Zhong Hefeng Wu LRM 194 7 0 08 Mar 2025
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics Kai Yin Chengkai Liu Ali Mostafavi Helen Zhou 103 12 0 17 Jan 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation Zhi Qu Yiran Wang Jiannan Mao Chenchen Ding Hideki Tanaka Masao Utiyama Taro Watanabe LRM 107 0 0 06 Jan 2025
Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Quanquan Gu DiffM 135 19 0 23 Aug 2023
Scaling Laws for Neural Machine Translation Behrooz Ghorbani Orhan Firat Markus Freitag Ankur Bapna M. Krikun Xavier Garcia Ciprian Chelba Colin Cherry 82 102 0 16 Sep 2021
Language Models are Good Translators Shuo Wang Zhaopeng Tu Zhixing Tan Wenxuan Wang Maosong Sun Yang Liu 60 21 0 25 Jun 2021
Language Tags Matter for Zero-Shot Neural Machine Translation Liwei Wu Shanbo Cheng Mingxuan Wang Lei Li 3DV 70 37 0 15 Jun 2021
Explaining Neural Scaling Laws Yasaman Bahri Ethan Dyer Jared Kaplan Jaehoon Lee Utkarsh Sharma 78 269 0 12 Feb 2021
Scaling Laws for Transfer Danny Hernandez Jared Kaplan T. Henighan Sam McCandlish 95 251 0 02 Feb 2021
The Depth-to-Width Interplay in Self-Attention Yoav Levine Noam Wies Or Sharir Hofit Bata Amnon Shashua 96 46 0 22 Jun 2020
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation Jungo Kasai Nikolaos Pappas Hao Peng James Cross Noah A. Smith 111 140 0 18 Jun 2020
BLEU might be Guilty but References are not Innocent Markus Freitag David Grangier Isaac Caswell 69 149 0 13 Apr 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 639 4,921 0 23 Jan 2020
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 194 125 0 05 Sep 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue? Felix Stahlberg Bill Byrne LRM 87 154 0 27 Aug 2019
Learning Deep Transformer Models for Machine Translation Qiang Wang Bei Li Tong Xiao Jingbo Zhu Changliang Li Derek F. Wong Lidia S. Chao 82 672 0 05 Jun 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study Rico Sennrich Biao Zhang 65 223 0 28 May 2019
Joint Source-Target Self Attention with Locality Constraints José A. R. Fonollosa Noe Casas Marta R. Costa-jussá 53 23 0 16 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 145 1,482 0 15 May 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 230 1,560 0 08 May 2019
The Missing Ingredient in Zero-Shot Neural Machine Translation N. Arivazhagan Ankur Bapna Orhan Firat Roee Aharoni Melvin Johnson Wolfgang Macherey 83 117 0 17 Mar 2019
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 206 3,531 0 19 Aug 2018
Accelerating Neural Transformer via an Average Attention Network Biao Zhang Deyi Xiong Jinsong Su 84 120 0 02 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 184 2,998 0 23 Apr 2018
Adafactor: Adaptive Learning Rates with Sublinear Memory Cost Noam M. Shazeer Mitchell Stern ODL 84 1,052 0 11 Apr 2018
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 275 627 0 06 Jan 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 238 7,760 0 31 Aug 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 448 20,606 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,396 0 03 Jun 2014