Title
An End-to-End Model For Logits Based Large Language Models Watermarking Kahim Wong Jicheng Zhou Jiantao Zhou Yain-Whar Si WaLM 34 2 0 05 May 2025
Fine-Tuning LLMs for Low-Resource Dialect Translation: The Case of Lebanese Silvana Yakhni Ali Chehab 38 0 0 30 Apr 2025
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data Maxime Bouthors Josep Crego François Yvon RALM LRM 53 0 0 30 Apr 2025
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation Zhibo Man Yuanmeng Chen Yuyao Zhang Yufeng Chen 62 0 0 29 Apr 2025
Calibrating Translation Decoding with Quality Estimation on LLMs Di Wu Yibin Lei Christof Monz 70 0 0 26 Apr 2025
Memory Reviving, Continuing Learning and Beyond: Evaluation of Pre-trained Encoders and Decoders for Multimodal Machine Translation Zhuang Yu Shiliang Sun Jing Zhao Tengfei Song Hao Yang 48 0 0 25 Apr 2025
Optimising ChatGPT for creativity in literary translation: A case study from English into Dutch, Chinese, Catalan and Spanish Shuxiang Du Ana Guerberof Arenas Antonio Toral Kyo Gerrits Josep Marco Borillo 76 0 0 25 Apr 2025
Automated Python Translation Joshua Otten Antonios Anastasopoulos Kevin Moran 22 0 0 15 Apr 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 44 0 0 27 Mar 2025
Deterministic Reversible Data Augmentation for Neural Machine Translation Jiashu Yao Heyan Huang Zeming Liu Yuhang Guo 51 0 0 21 Feb 2025
Enhancing Semantic Consistency of Large Language Models through Model Editing: An Interpretability-Oriented Approach J. Yang Dapeng Chen Yajing Sun Rongjun Li Zhiyong Feng Wei Peng 51 5 0 19 Jan 2025
Towards Multilingual LLM Evaluation for Baltic and Nordic languages: A study on Lithuanian History Yevhen Kostiuk O. Vitman Łukasz Gagała Artur Kiulian ELM 151 0 0 17 Jan 2025
LLM-based Translation Inference with Iterative Bilingual Understanding Andong Chen Kehai Chen Yang Xiang Xuefeng Bai Muyun Yang Yang Feng T. Zhao Min Zhang LRM 84 5 0 31 Dec 2024
Investigating Length Issues in Document-level Machine Translation Ziqian Peng Rachel Bawden François Yvon 69 1 0 23 Dec 2024
DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory Yutong Wang Jiali Zeng Xuebo Liu Derek F. Wong Fandong Meng Jie Zhou Min Zhang 80 8 0 10 Oct 2024
X-ALMA: Plug & Play Modules and Adaptive Rejection for Quality Translation at Scale Haoran Xu Kenton W. Murray Philipp Koehn Hieu T. Hoang Akiko Eriguchi Huda Khayrallah 31 7 0 04 Oct 2024
MQM-Chat: Multidimensional Quality Metrics for Chat Translation Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 35 2 0 29 Aug 2024
Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? Anupama Chingacham Miaoran Zhang Vera Demberg Dietrich Klakow 41 0 0 07 Aug 2024
A Survey on Failure Analysis and Fault Injection in AI Systems Guangba Yu Gou Tan Haojia Huang Zhenyu Zhang Pengfei Chen Roberto Natella Zibin Zheng 36 3 0 28 Jun 2024
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization Niyati Bafna Kenton Murray David Yarowsky 63 2 0 19 Jun 2024
Understanding Students' Acceptance of ChatGPT as a Translation Tool: A UTAUT Model Analysis Lulu Wang Simin Xu Kanglong Liu 26 1 0 10 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 38 39 0 06 Jun 2024
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models David Ifeoluwa Adelani Jessica Ojo Israel Abebe Azime Jian Yun Zhuang Jesujoba Oluwadara Alabi ... Salomey Osei Sokhar Samb Tadesse Kebede Guge Pontus Stenetorp Pontus Stenetorp ELM 65 7 0 05 Jun 2024
Grammatical Error Correction for Code-Switched Sentences by Learners of English Kelvin Wey Han Chan Christopher Bryant Li Nguyen Andrew Caines Zheng Yuan 49 2 0 18 Apr 2024
Language Model Cascades: Token-level uncertainty and beyond Neha Gupta Harikrishna Narasimhan Wittawat Jitkrittum A. S. Rawat A. Menon Sanjiv Kumar UQLM 53 42 0 15 Apr 2024
Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations Dayeon Ki Marine Carpuat 38 17 0 11 Apr 2024
Evalverse: Unified and Accessible Library for Large Language Model Evaluation Jihoo Kim Wonho Song Dahyun Kim Yunsu Kim Yungi Kim Chanjun Park ELM 63 3 0 01 Apr 2024
A Novel Paradigm Boosting Translation Capabilities of Large Language Models Jiaxin Guo Hao Yang Zongyao Li Daimeng Wei Hengchao Shang Xiaoyu Chen 39 7 0 18 Mar 2024
Where does In-context Translation Happen in Large Language Models Suzanna Sia David Mueller Kevin Duh LRM 41 0 0 07 Mar 2024
Harnessing Large Language Models as Post-hoc Correctors Zhiqiang Zhong Kuangyu Zhou Davide Mottin 34 4 0 20 Feb 2024
Rethinking Human-like Translation Strategy: Integrating Drift-Diffusion Model with Large Language Models for Machine Translation Hongbin Na Zimu Wang M. Maimaiti Tong Chen Wei Wang Tao Shen Ling Chen LRM 25 5 0 16 Feb 2024
Promoting Target Data in Context-aware Neural Machine Translation Harritxu Gete Thierry Etchegoyhen 29 1 0 09 Feb 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs Simone Balloccu Patrícia Schmidtová Mateusz Lango Ondrej Dusek SILM ELM PILM 21 156 0 06 Feb 2024
Do Moral Judgment and Reasoning Capability of LLMs Change with Language? A Study using the Multilingual Defining Issues Test Aditi Khandelwal Utkarsh Agarwal Kumar Tanmay Monojit Choudhury ELM LRM 30 6 0 03 Feb 2024
Gradable ChatGPT Translation Evaluation Hui Jiao Bei Peng Lu Zong Xiaojun Zhang Xinwei Li 33 2 0 18 Jan 2024
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation Haoran Xu Amr Sharaf Yunmo Chen Weiting Tan Lingfeng Shen Benjamin Van Durme Kenton W. Murray Young Jin Kim ALM 52 200 0 16 Jan 2024
Convergences and Divergences between Automatic Assessment and Human Evaluation: Insights from Comparing ChatGPT-Generated Translation and Neural Machine Translation Zhaokun Jiang Ziyin Zhang EGVM 24 3 0 10 Jan 2024
Aligning Translation-Specific Understanding to General Understanding in Large Language Models Yi-Chong Huang Xiaocheng Feng Baohang Li Chengpeng Fu Wenshuai Huo Ting Liu Bing Qin 30 0 0 10 Jan 2024
Distinguishing Translations by Human, NMT, and ChatGPT: A Linguistic and Statistical Approach Zhaokun Jiang Qianxi Lv Ziyin Zhang 19 1 0 17 Dec 2023
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks Sanchit Ahuja Divyanshu Aggarwal Varun Gumma Ishaan Watts Ashutosh Sathe ... Rishav Hada Prachi Jain Maxamed Axmed Kalika Bali Sunayana Sitaram ELM 42 39 0 13 Nov 2023
Human-in-the-loop Machine Translation with Large Language Model Xinyi Yang Runzhe Zhan Derek F. Wong Junchao Wu Lidia S. Chao 29 3 0 13 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao-quan Song Chiwun Yang 27 15 0 05 Oct 2023
Towards Effective Disambiguation for Machine Translation with Large Language Models Vivek Iyer Pinzhen Chen Alexandra Birch 19 10 0 20 Sep 2023
SLIDE: Reference-free Evaluation for Machine Translation using a Sliding Document Window Vikas Raunak Tom Kocmi Matt Post 30 6 0 16 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 48 76 0 13 Sep 2023
TIM: Teaching Large Language Models to Translate with Comparison Jiali Zeng Fandong Meng Yongjing Yin Jie Zhou 34 54 0 10 Jul 2023
Augmenting Large Language Model Translators via Translation Memories Yongyu Mu Abudurexiti Reheman Zhiquan Cao Yuchun Fan Bei Li Yinqiao Li Tong Xiao Chunliang Zhang Jingbo Zhu LRM 38 25 0 27 May 2023
Leveraging GPT-4 for Automatic Translation Post-Editing Vikas Raunak Amr Sharaf Yiren Wang H. Awadallah Arul Menezes 13 62 0 24 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 30 2 0 23 May 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation Aswanth Kumar Ratish Puduppully Raj Dabre Anoop Kunchukuttan 38 12 0 23 May 2023