Six Challenges for Neural Machine Translation

12 June 2017

Papers citing "Six Challenges for Neural Machine Translation"

50 / 157 papers shown

Title
SignSplat: Rendering Sign Language via Gaussian Splatting Maksym Ivashechkin Oscar Mendez Richard Bowden 3DGS 48 0 0 04 May 2025
Calibrating Translation Decoding with Quality Estimation on LLMs Di Wu Yibin Lei Christof Monz 70 0 0 26 Apr 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
Investigating Length Issues in Document-level Machine Translation Ziqian Peng Rachel Bawden François Yvon 69 1 0 23 Dec 2024
Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles Buu Phan Brandon Amos Itai Gat Marton Havasi Matthew Muckley Karen Ullrich 45 1 0 11 Oct 2024
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets Tianjian Li Haoran Xu Weiting Tan Kenton Murray Daniel Khashabi 35 1 0 06 Oct 2024
Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation Boxuan Lyu Hidetaka Kamigaito Kotaro Funakoshi Manabu Okumura 38 0 0 17 Jun 2024
Cyber Risks of Machine Translation Critical Errors : Arabic Mental Health Tweets as a Case Study Hadeel Saadany Ashraf Tantawy Constantin Orasan 37 1 0 19 May 2024
Sign Stitching: A Novel Approach to Sign Language Production Harry Walsh Ben Saunders Richard Bowden 44 3 0 13 May 2024
SUTRA: Scalable Multilingual Language Model Architecture Abhijit Bendale Michael Sapienza Steven Ripplinger Simon Gibbs Jaewon Lee Pranav Mistry LRM ELM 36 4 0 07 May 2024
WikiSplit++: Easy Data Refinement for Split and Rephrase Hayato Tsukagoshi Tsutomu Hirao Makoto Morishita Katsuki Chousa Ryohei Sasano Koichi Takeda 38 1 0 13 Apr 2024
gaHealth: An English-Irish Bilingual Corpus of Health Data Séamus Lankford Haithem Afli Orla Ni Loinsigh Andy Way 40 9 0 06 Mar 2024
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation Wei-Lin Chen Cheng-Kuang Wu Hsin-Hsi Chen Chung-Chi Chen HILM 18 6 0 23 Oct 2023
EditSum: A Retrieve-and-Edit Framework for Source Code Summarization Jia Li Yongming Li Ge Li Xing Hu Xin Xia Zhi Jin 17 65 0 26 Aug 2023
Tackling Hallucinations in Neural Chart Summarization Saad Obaid ul Islam Iza vSkrjanec Ondrej Dusek Vera Demberg HILM 29 7 0 01 Aug 2023
Joint Dropout: Improving Generalizability in Low-Resource Neural Machine Translation through Phrase Pair Variables Ali Araabi Vlad Niculae Christof Monz 46 1 0 24 Jul 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
Utility-Probability Duality of Neural Networks Bojun Huang Fei Yuan UQCV 25 1 0 24 May 2023
ChatGPT Perpetuates Gender Bias in Machine Translation and Ignores Non-Gendered Pronouns: Findings across Bengali and Five other Low-Resource Languages Sourojit Ghosh Aylin Caliskan 33 69 0 17 May 2023
Detecting Idiomatic Multiword Expressions in Clinical Terminology using Definition-Based Representation Learning François Remy A. Khabibullina Thomas Demeester 35 0 0 11 May 2023
Target-Side Augmentation for Document-Level Machine Translation Guangsheng Bao Zhiyang Teng Yue Zhang 21 10 0 08 May 2023
Low-Resourced Machine Translation for Senegalese Wolof Language Derguene Mbaye Moussa Diallo T. Diop 19 4 0 01 May 2023
Scaling Laws for Multilingual Neural Machine Translation Patrick Fernandes Behrooz Ghorbani Xavier Garcia Markus Freitag Orhan Firat 30 29 0 19 Feb 2023
Optimizing Deep Transformers for Chinese-Thai Low-Resource Translation Wenjie Hao Hongfei Xu Lingling Mu Hongying Zan MoE 16 4 0 24 Dec 2022
Toward Human-Like Evaluation for Natural Language Generation with Error Analysis Qingyu Lu Liang Ding Liping Xie Kanjian Zhang Derek F. Wong Dacheng Tao ELM ALM 34 14 0 20 Dec 2022
Multi-VALUE: A Framework for Cross-Dialectal English NLP Caleb Ziems William B. Held Jingfeng Yang Jwala Dhamala Rahul Gupta Diyi Yang 31 40 0 15 Dec 2022
Advancing Multilingual Pre-training: TRIP Triangular Document-level Pre-training for Multilingual Language Models Hongyuan Lu Haoyang Huang Shuming Ma Dongdong Zhang W. Lam Furu Wei 22 4 0 15 Dec 2022
Beyond Counting Datasets: A Survey of Multilingual Dataset Construction and Necessary Resources Xinyan Velocity Yu Akari Asai Trina Chatterjee Junjie Hu Eunsol Choi 16 21 0 28 Nov 2022
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? Pei Zhang Baosong Yang Hao-Ran Wei Dayiheng Liu Kai Fan Luo Si Jun Xie 19 3 0 25 Nov 2022
Melting Pot 2.0 J. Agapiou A. Vezhnevets Edgar A. Duénez-Guzmán Jayd Matyas Yiran Mao ... Sukhdeep Singh Julia Haas Igor Mordatch D. Mobbs Joel Z. Leibo 27 31 0 24 Nov 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Shuhao Gu Bojie Hu Yang Feng CLL 33 11 0 03 Nov 2022
SLING: Sino Linguistic Evaluation of Large Language Models Yixiao Song Kalpesh Krishna R. Bhatt Mohit Iyyer 16 8 0 21 Oct 2022
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 79 2 0 21 Oct 2022
A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition Darcey Riley David Chiang 19 5 0 19 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 26 6 0 19 Oct 2022
Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions Cuong Hoang Devendra Singh Sachan Prashant Mathur Brian Thompson Marcello Federico 32 2 0 11 Oct 2022
Thinking Hallucination for Video Captioning Nasib Ullah Partha Pratim Mohanta VLM 36 4 0 28 Sep 2022
Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts Zewei Sun Qingnan Jiang Shujian Huang Jun Cao Shanbo Cheng Mingxuan Wang VLM 39 8 0 23 Sep 2022
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks Xuanli He Qiongkai Xu Yi Zeng Lingjuan Lyu Fangzhao Wu Jiwei Li R. Jia WaLM 183 71 0 19 Sep 2022
Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation Qiang Wang Rongxiang Weng Ming-Tso Chen RALM 25 4 0 19 Sep 2022
Reduce Indonesian Vocabularies with an Indonesian Sub-word Separator Mukhlis Amien Chong Feng Heyan Huang 11 0 0 01 Jul 2022
Chunk-based Nearest Neighbor Machine Translation Pedro Henrique Martins Zita Marinho André F.T. Martins RALM 80 28 0 24 May 2022
RankGen: Improving Text Generation with Large Ranking Models Kalpesh Krishna Yapei Chang John Wieting Mohit Iyyer AIMat 18 68 0 19 May 2022
Twist Decoding: Diverse Generators Guide Each Other Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Hao Peng Ximing Lu Dragomir R. Radev Yejin Choi Noah A. Smith SyDa 19 4 0 19 May 2022
Who Are We Talking About? Handling Person Names in Speech Translation Marco Gaido Matteo Negri Marco Turchi 23 7 0 13 May 2022
Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation Minhan Xu Yu Hong 15 6 0 09 May 2022
Quality-Aware Decoding for Neural Machine Translation Patrick Fernandes António Farinhas Ricardo Rei José G. C. de Souza Perez Ogayo Graham Neubig André F. T. Martins 33 57 0 02 May 2022
The Implicit Length Bias of Label Smoothing on Beam Search Decoding Bowen Liang Pidong Wang Yuan Cao 16 1 0 02 May 2022
How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training? Shiyue Zhang Vishrav Chaudhary Naman Goyal James Cross Guillaume Wenzek Mohit Bansal Francisco Guzman 31 16 0 29 Apr 2022
Adaptable Text Matching via Meta-Weight Regulator Bo Zhang Chen Zhang Fang Ma D. Song OOD 15 0 0 27 Apr 2022