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2501.04473
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When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages
8 January 2025
Archchana Sindhujan
Helen Treharne
Constantin Orasan
Shenbin Qian
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Papers citing
"When LLMs Struggle: Reference-less Translation Evaluation for Low-resource Languages"
26 / 26 papers shown
ALOPE: Adaptive Layer Optimization for Translation Quality Estimation using Large Language Models
Archchana Sindhujan
Shenbin Qian
Chan Chi Chun Matthew
Constantin Orasan
Helen Treharne
108
1
0
10 Aug 2025
Massively Multilingual Adaptation of Large Language Models Using Bilingual Translation Data
Shaoxiong Ji
Zihao Li
Jaakko Paavola
Indraneil Paul
Hengyu Luo
CLL
477
4
0
31 May 2025
LLM-Based Evaluation of Low-Resource Machine Translation: A Reference-less Dialect Guided Approach with a Refined Sylheti-English Benchmark
Md. Atiqur Rahman
Sabrina Islam
Mushfiqul Haque Omi
173
0
0
18 May 2025
FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages
Rahul Raja
A. Vats
543
1
0
28 Mar 2025
Trans-Tokenization and Cross-lingual Vocabulary Transfers: Language Adaptation of LLMs for Low-Resource NLP
François Remy
Pieter Delobelle
H. Avetisyan
A. Khabibullina
Miryam de Lhoneux
Thomas Demeester
147
31
0
08 Aug 2024
Towards Large Language Model driven Reference-less Translation Evaluation for English and Indian Languages
ICON (ICON), 2024
Vandan Mujadia
Pruthwik Mishra
Arafat Ahsan
D. Sharma
ELM
188
5
0
03 Apr 2024
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Yaowei Zheng
Richong Zhang
Junhao Zhang
Yanhan Ye
Zheyan Luo
Zhangchi Feng
Yongqiang Ma
669
1,179
0
20 Mar 2024
Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Xu Huang
Zhirui Zhang
Xiang Geng
Yichao Du
Jiajun Chen
Shujian Huang
197
18
0
12 Jan 2024
SurreyAI 2023 Submission for the Quality Estimation Shared Task
Conference on Machine Translation (WMT), 2023
Archchana Sindhujan
Helen Treharne
Constantin Orasan
Tharindu Ranasinghe
184
4
0
01 Dec 2023
Scaling up COMETKIWI: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task
Conference on Machine Translation (WMT), 2023
Ricardo Rei
Nuno M. Guerreiro
José P. Pombal
Daan van Stigt
Marcos Vinícius Treviso
Luísa Coheur
José G. C. de Souza
André F. T. Martins
280
102
0
21 Sep 2023
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
International Conference on Learning Representations (ICLR), 2023
Guan-Bo Wang
Sijie Cheng
Xianyuan Zhan
Xiangang Li
Sen Song
Yang Liu
ALM
440
307
0
20 Sep 2023
Efficient Memory Management for Large Language Model Serving with PagedAttention
Symposium 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
1.6K
4,300
0
12 Sep 2023
The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation
Conference on Machine Translation (WMT), 2023
Patrick Fernandes
Daniel Deutsch
M. Finkelstein
Parker Riley
André F. T. Martins
Graham Neubig
Ankush Garg
J. Clark
Markus Freitag
Orhan Firat
LRM
234
93
0
14 Aug 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models
Hugo Touvron
Louis Martin
Kevin R. Stone
Peter Albert
Amjad Almahairi
...
Sharan Narang
Aurelien Rodriguez
Robert Stojnic
Sergey Edunov
Thomas Scialom
AI4MH
ALM
8.3K
15,388
0
18 Jul 2023
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Xuan-Phi Nguyen
Sharifah Mahani Aljunied
Shafiq Joty
Lidong Bing
296
56
0
20 Jun 2023
QLoRA: Efficient Finetuning of Quantized LLMs
Neural Information Processing Systems (NeurIPS), 2023
Tim Dettmers
Artidoro Pagnoni
Ari Holtzman
Luke Zettlemoyer
ALM
627
3,732
0
23 May 2023
mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
David C. Uthus
Santiago Ontañón
Joshua Ainslie
Mandy Guo
VLM
155
15
0
18 May 2023
Language Model Tokenizers Introduce Unfairness Between Languages
Neural Information Processing Systems (NeurIPS), 2023
Aleksandar Petrov
Emanuele La Malfa
Juil Sock
Adel Bibi
346
173
0
17 May 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Haoyang Huang
Tianyi Tang
Dongdong Zhang
Wayne Xin Zhao
Ting Song
Yan Xia
Furu Wei
LRM
342
226
0
11 May 2023
GPT-4 Technical Report
OpenAI OpenAI
OpenAI Josh Achiam
Steven Adler
Sandhini Agarwal
Lama Ahmad
...
Shengjia Zhao
Tianhao Zheng
Juntang Zhuang
William Zhuk
Barret Zoph
LLMAG
MLLM
4.6K
21,075
0
15 Mar 2023
How Many Demonstrations Do You Need for In-context Learning?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jiuhai Chen
Lichang Chen
Chen Zhu
Wanrong Zhu
LRM
335
55
0
14 Mar 2023
Large Language Models Are State-of-the-Art Evaluators of Translation Quality
European Association for Machine Translation Conferences/Workshops (EAMT), 2023
Tom Kocmi
C. Federmann
ELM
278
465
0
28 Feb 2023
LoRA: Low-Rank Adaptation of Large Language Models
International Conference on Learning Representations (ICLR), 2021
J. E. Hu
Yelong Shen
Phillip Wallis
Zeyuan Allen-Zhu
Yuanzhi Li
Shean Wang
Lu Wang
Weizhu Chen
OffRL
AI4TS
AI4CE
ALM
AIMat
1.6K
15,626
0
17 Jun 2021
TransQuest: Translation Quality Estimation with Cross-lingual Transformers
International Conference on Computational Linguistics (COLING), 2020
Tharindu Ranasinghe
Constantin Orasan
R. Mitkov
ViT
320
116
0
01 Nov 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
2.9K
108,708
0
11 Oct 2018
Mixed Precision Training
Paulius Micikevicius
Sharan Narang
Jonah Alben
G. Diamos
Erich Elsen
...
Boris Ginsburg
Michael Houston
Oleksii Kuchaiev
Ganesh Venkatesh
Hao Wu
567
2,145
0
10 Oct 2017
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