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DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation
v1v2v3 (latest)

DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation

29 April 2025
Zhibo Man
Yuanmeng Chen
Yujiao Shi
Jinan Xu
ArXiv (abs)PDFHTMLGithub (357★)

Papers citing "DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation"

27 / 27 papers shown
Title
How Well Do Large Reasoning Models Translate? A Comprehensive Evaluation for Multi-Domain Machine Translation
How Well Do Large Reasoning Models Translate? A Comprehensive Evaluation for Multi-Domain Machine Translation
Yongshi Ye
Biao Fu
Chongxuan Huang
Yidong Chen
Xiaodong Shi
LRM
205
4
0
26 May 2025
MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
Zhaopeng Feng
Shaosheng Cao
Jiahan Ren
Jiayuan Su
Ruizhe Chen
Yan Zhang
Zhe Xu
Yao Hu
Jian Wu
Zuozhu Liu
ALMLRM
331
27
0
14 Apr 2025
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
DelTA: An Online Document-Level Translation Agent Based on Multi-Level MemoryInternational Conference on Learning Representations (ICLR), 2024
Yutong Wang
Jiali Zeng
Xuebo Liu
Yang Li
Fandong Meng
Jie Zhou
Min Zhang
244
20
0
10 Oct 2024
Large Language Model for Multi-Domain Translation: Benchmarking and
  Domain CoT Fine-tuning
Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Tianxiang Hu
Pei Zhang
Baosong Yang
Jun Xie
Yang Li
Rui Wang
ALMLRM
204
11
0
03 Oct 2024
Large Language Models Meet NLP: A Survey
Large Language Models Meet NLP: A Survey
Libo Qin
Qiguang Chen
Xiachong Feng
Yang Wu
Yongheng Zhang
Hai-Tao Zheng
Min Li
Wanxiang Che
Philip S. Yu
LRMALMLM&MAELM
387
110
0
21 May 2024
Fine-tuning Large Language Models for Domain-specific Machine
  Translation
Fine-tuning Large Language Models for Domain-specific Machine Translation
Jiawei Zheng
Hanghai Hong
Xiaoli Wang
Jingsong Su
Yonggui Liang
Shikai Wu
ALM
138
63
0
23 Feb 2024
Efficient Memory Management for Large Language Model Serving with
  PagedAttention
Efficient Memory Management for Large Language Model Serving with PagedAttentionSymposium on Operating Systems Principles (SOSP), 2023
Woosuk Kwon
Zhuohan Li
Siyuan Zhuang
Ying Sheng
Lianmin Zheng
Cody Hao Yu
Joseph E. Gonzalez
Haotong Zhang
Ion Stoica
VLM
1.1K
3,881
0
12 Sep 2023
TIM: Teaching Large Language Models to Translate with Comparison
TIM: Teaching Large Language Models to Translate with ComparisonAAAI Conference on Artificial Intelligence (AAAI), 2023
Jiali Zeng
Fandong Meng
Yongjing Yin
Jie Zhou
264
71
0
10 Jul 2023
Towards Accurate Translation via Semantically Appropriate Application of
  Lexical Constraints
Towards Accurate Translation via Semantically Appropriate Application of Lexical ConstraintsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yujin Baek
Ko-tik Lee
Dayeon Ki
Hyoung-Gyu Lee
Cheonbok Park
Jaegul Choo
196
5
0
21 Jun 2023
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding
Wenbo Pan
Qiguang Chen
Xiao Xu
Wanxiang Che
Libo Qin
210
51
0
09 Apr 2023
How Good Are GPT Models at Machine Translation? A Comprehensive
  Evaluation
How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation
Amr Hendy
M. Abdelrehim
Amr Sharaf
Vikas Raunak
Mohamed Gabr
Hitokazu Matsushita
Young Jin Kim
Mohamed Afify
Hany Awadalla
ELMLM&MAAI4CE
193
531
0
18 Feb 2023
Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine
Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine
Wenxiang Jiao
Wenxuan Wang
Shu Yang
Xing Wang
Shuming Shi
Zhaopeng Tu
LM&MA
266
342
0
20 Jan 2023
Prompting Large Language Model for Machine Translation: A Case Study
Prompting Large Language Model for Machine Translation: A Case StudyInternational Conference on Machine Learning (ICML), 2023
Biao Zhang
Barry Haddow
Alexandra Birch
LRM
341
361
0
17 Jan 2023
In-context Examples Selection for Machine Translation
In-context Examples Selection for Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Sweta Agrawal
Chunting Zhou
M. Lewis
Luke Zettlemoyer
Marjan Ghazvininejad
LRM
277
230
0
05 Dec 2022
DICTDIS: Dictionary Constrained Disambiguation for Improved NMT
DICTDIS: Dictionary Constrained Disambiguation for Improved NMTConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ayush Maheshwari
Piyush Sharma
Preethi Jyothi
Ganesh Ramakrishnan
199
6
0
13 Oct 2022
No Language Left Behind: Scaling Human-Centered Machine Translation
No Language Left Behind: Scaling Human-Centered Machine Translation
Nllb team
Marta R. Costa-jussá
James Cross
Onur cCelebi
Maha Elbayad
...
Alexandre Mourachko
C. Ropers
Safiyyah Saleem
Holger Schwenk
Jeff Wang
MoE
517
1,546
0
11 Jul 2022
Improving Both Domain Robustness and Domain Adaptability in Machine
  Translation
Improving Both Domain Robustness and Domain Adaptability in Machine Translation
Wen Lai
Jindrich Libovický
Kangyang Luo
AI4CE
202
16
0
15 Dec 2021
LoRA: Low-Rank Adaptation of Large Language Models
LoRA: Low-Rank Adaptation of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2021
J. E. Hu
Yelong Shen
Phillip Wallis
Zeyuan Allen-Zhu
Yuanzhi Li
Shean Wang
Lu Wang
Weizhu Chen
OffRLAI4TSAI4CEALMAIMat
1.5K
14,676
0
17 Jun 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora
Word Alignment by Fine-tuning Embeddings on Parallel CorporaConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Zi-Yi Dou
Graham Neubig
426
294
0
20 Jan 2021
Language Models are Few-Shot Learners
Language Models are Few-Shot LearnersNeural Information Processing Systems (NeurIPS), 2020
Tom B. Brown
Benjamin Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
...
Christopher Berner
Sam McCandlish
Alec Radford
Ilya Sutskever
Dario Amodei
BDL
1.9K
51,003
0
28 May 2020
Unsupervised Domain Clusters in Pretrained Language Models
Unsupervised Domain Clusters in Pretrained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Roee Aharoni
Yoav Goldberg
294
266
0
05 Apr 2020
Multi-Domain Neural Machine Translation with Word-Level Adaptive
  Layer-wise Domain Mixing
Multi-Domain Neural Machine Translation with Word-Level Adaptive Layer-wise Domain MixingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Haoming Jiang
Chen Liang
Chong-Jun Wang
T. Zhao
191
36
0
07 Nov 2019
Code-Switching for Enhancing NMT with Pre-Specified Translation
Code-Switching for Enhancing NMT with Pre-Specified Translation
Kai Song
Yue Zhang
Heng Yu
Weihua Luo
Kun Wang
Min Zhang
241
125
0
19 Apr 2019
Multi-Domain Neural Machine Translation
Multi-Domain Neural Machine Translation
Sander Tars
Mark Fishel
AI4CE
115
56
0
06 May 2018
A Call for Clarity in Reporting BLEU Scores
A Call for Clarity in Reporting BLEU ScoresConference on Machine Translation (WMT), 2018
Matt Post
583
3,244
0
23 Apr 2018
Handling Homographs in Neural Machine Translation
Handling Homographs in Neural Machine Translation
Frederick Liu
Han Lu
Graham Neubig
192
62
0
22 Aug 2017
Domain Control for Neural Machine Translation
Domain Control for Neural Machine TranslationRecent Advances in Natural Language Processing (RANLP), 2016
Catherine Kobus
Josep Crego
Jean Senellart
AI4CE
173
192
0
19 Dec 2016
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