Title
CREST: Universal Safety Guardrails Through Cluster-Guided Cross-Lingual Transfer Lavish Bansal Naman Mishra 12 0 0 02 Dec 2025
Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding Koki Natsumi Hiroyuki Deguchi Yusuke Sakai Hidetaka Kamigaito Taro Watanabe 20 0 0 01 Dec 2025
Beyond English: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs Yingfeng Luo Ziqiang Xu Yuxuan Ouyang Murun Yang Dingyang Lin ... Bei Li Peinan Feng Quan Du Tong Xiao Jingbo Zhu LRM 219 0 0 10 Nov 2025
Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria's Minority Languages Oluwadara Kalejaiye Luel Hagos Beyene David Ifeoluwa Adelani Mmekut-Mfon Gabriel Edet A. D. Akpan E. Urua Anietie U Andy 48 0 0 09 Nov 2025
How to Evaluate Speech Translation with Source-Aware Neural MT Metrics Mauro Cettolo Marco Gaido Matteo Negri Sara Papi L. Bentivogli 120 0 0 05 Nov 2025
Automatic Machine Translation Detection Using a Surrogate Multilingual Translation Model Cristian García-Romero M. Esplà-Gomis Felipe Sánchez-Martínez 52 0 0 04 Nov 2025
Cross-Lingual Summarization as a Black-Box Watermark Removal Attack Gokul Ganesan AAML WaLM 434 0 0 27 Oct 2025
Multilingual Target-Stance Extraction Ethan Mines Bonnie Dorr 92 0 0 25 Oct 2025
AFRICAPTION: Establishing a New Paradigm for Image Captioning in African Languages Mardiyyah Oduwole Prince Mireku Fatimo Adebanjo Oluwatosin Olajide Mahi Aminu Aliyu Jekaterina Novikova 89 0 0 20 Oct 2025
Zero-Shot Performance Prediction for Probabilistic Scaling Laws Viktoria Schram Markus Hiller Daniel Beck Trevor Cohn 128 0 0 19 Oct 2025
K-Merge: Online Continual Merging of Adapters for On-device Large Language Models Donald Shenaj Ondrej Bohdal Taha Ceritli Mete Ozay Pietro Zanuttigh Umberto Michieli MoMe CLL 176 0 0 15 Oct 2025
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation Sen Yang Yu Bao Yu Lu Jiajun Chen Shujian Huang Shanbo Cheng 112 1 0 24 Sep 2025
Evaluating Language Translation Models by Playing Telephone Syeda Jannatus Saba Steven Skiena 76 0 0 23 Sep 2025
Case-Based Decision-Theoretic Decoding with Quality Memories Hiroyuki Deguchi Masaaki Nagata 141 0 0 16 Sep 2025
MultimodalHugs: Enabling Sign Language Processing in Hugging Face Gerard Sant Zifan Jiang Carlos Escolano Amit Moryossef Mathias Müller Rico Sennrich Sarah Ebling SLR 191 0 0 10 Sep 2025
mmBERT: A Modern Multilingual Encoder with Annealed Language Learning Marc Marone Orion Weller William Fleshman Eugene Yang Dawn J Lawrie Benjamin Van Durme 184 6 0 08 Sep 2025
LatinX: Aligning a Multilingual TTS Model with Direct Preference Optimization Luis Felipe Chary Miguel Arjona Ramirez 44 0 0 06 Sep 2025
Evaluating the Impact of Verbal Multiword Expressions on Machine Translation Linfeng Liu Saptarshi Ghosh Tianyu Jiang 60 0 0 24 Aug 2025
Overcoming Latency Bottlenecks in On-Device Speech Translation: A Cascaded Approach with Alignment-Based Streaming MT Zeeshan Ahmed Frank Seide Niko Moritz Ju Lin Ruiming Xie Simone Merello Zhe Liu Christian Fuegen 108 0 0 18 Aug 2025
From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task Javier García Gilabert Xixian Liao Severino Da Dalt Ella Bohman Audrey Mash ... Irene Baucells Joan Llop Miguel Claramunt Argote Carlos Escolano Maite Melero 84 2 0 18 Aug 2025
TopXGen: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation A. Zebaze Benoît Sagot Rachel Bawden 88 1 0 12 Aug 2025
MegaWika 2: A More Comprehensive Multilingual Collection of Articles and their Sources Samuel Barham Chandler May Benjamin Van Durme SyDa 134 3 0 05 Aug 2025
Multi-Hypothesis Distillation of Multilingual Neural Translation Models for Low-Resource Languages Aarón Galiano-Jiménez Juan Antonio Pérez-Ortiz F. Sánchez-Martínez Víctor M. Sánchez-Cartagena 150 0 0 29 Jul 2025
VN-MTEB: Vietnamese Massive Text Embedding Benchmark Loc Pham Tung Luu Thu Vo Minh Nguyen V. T. Hoang 164 2 0 29 Jul 2025
LLaVA-NeuMT: Selective Layer-Neuron Modulation for Efficient Multilingual Multimodal Translation Jingxuan Wei Caijun Jia Qi Chen Yujun Cai Linzhuang Sun Xiangxiang Zhang Gaowei Wu Bihui Yu 136 0 0 25 Jul 2025
The Role of Orthographic Consistency in Multilingual Embedding Models for Text Classification in Arabic-Script Languages Abdulhady Abas Abdullah Amir Gandomi Tarik Ahmed Rashid Seyedali Mirjalili Laith Abualigah Milena Živković Hadi Veisi 93 1 0 24 Jul 2025
Uncertainty Quantification for Evaluating Machine Translation Bias Ieva Staliunaite Julius Cheng Andreas Vlachos UQLM 244 1 0 24 Jul 2025
HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging Taha Ceritli Ondrej Bohdal Mete Ozay J. Moon Kyeng-Hun Lee Hyeonmok Ko Umberto Michieli MoMe 120 2 0 23 Jul 2025
A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Geéz Script H. Nigatu A. Tonja H. Ademtew Hizkel Mitiku Alemayehu Negasi Haile Abadi Tadesse Destaw Belay Seid Muhie Yimam 71 0 0 20 Jul 2025
Simultaneous Translation with Offline Speech and LLM Models in CUNI Submission to IWSLT 2025International Workshop on Spoken Language Translation (IWSLT), 2025 Dominik Macháček Peter Polák 67 0 0 20 Jun 2025
GLOS: Sign Language Generation with Temporally Aligned Gloss-Level Conditioning T. Lee Hyeongjin Nam Gyeongsik Moon Kyoung Mu Lee SLR 131 0 0 09 Jun 2025
Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization Gabriel Loiseau Damien Sileo Damien Riquet Maxime Meyer Marc Tommasi 167 0 0 06 Jun 2025
Automatic Correction of Writing Anomalies in Hausa Texts Ahmad Mustapha Wali Sergiu Nisioi 149 0 0 04 Jun 2025
GeNRe: A French Gender-Neutral Rewriting System Using Collective NounsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Enzo Doyen Amalia Todirascu 319 1 0 29 May 2025
GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification Iknoor Singh Carolina Scarton Kalina Bontcheva 117 1 0 28 May 2025
GMU Systems for the IWSLT 2025 Low-Resource Speech Translation Shared TaskInternational Workshop on Spoken Language Translation (IWSLT), 2025 Chutong Meng Antonios Anastasopoulos 113 0 0 27 May 2025
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead Jesujoba Oluwadara Alabi Michael A. Hedderich David Ifeoluwa Adelani Dietrich Klakow 457 4 0 27 May 2025
A Representation Level Analysis of NMT Model Robustness to Grammatical ErrorsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Abderrahmane Issam Yusuf Can Semerci Jan Scholtes Gerasimos Spanakis 238 0 0 27 May 2025
Dub-S2ST: Textless Speech-to-Speech Translation for Seamless Dubbing Jeongsoo Choi Jaehun Kim Joon Son Chung 146 0 0 27 May 2025
Cross-Lingual Optimization for Language Transfer in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jungseob Lee Seongtae Hong Hyeonseok Moon Heuiseok Lim 203 1 0 20 May 2025
TransBench: Benchmarking Machine Translation for Industrial-Scale Applications Haijun Li Tianqi Shi Zifu Shang Yuxuan Han Xueyu Zhao ... Longyue Wang Gongbo Tang Weihua Luo Zhao Xu Kaifu Zhang ELM 167 2 0 20 May 2025
THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yunlong Liang Fandong Meng Jie Zhou MoE 173 0 0 20 May 2025
FuxiMT: Sparsifying Large Language Models for Chinese-Centric Multilingual Machine Translation Shaolin Zhu Tianyu Dong Bo Li Deyi Xiong MoE 206 1 0 20 May 2025
Granary: Speech Recognition and Translation Dataset in 25 European Languages Nithin Rao Koluguri Monica Sekoyan George Zelenfroynd Sasha Meister Shuoyang Ding ... Yifan Peng Sara Papi Marco Gaido Alessio Brutti Boris Ginsburg 204 6 0 19 May 2025
Language translation, and change of accent for speech-to-speech task using diffusion model Abhishek Mishra Ritesh Sur Chowdhury Vartul Bahuguna Isha Pandey Ganesh Ramakrishnan DiffM 136 0 0 04 May 2025
Non-Monotonic Attention-based Read/Write Policy Learning for Simultaneous Translation Zeeshan Ahmed Frank Seide Zhe Liu Rastislav Rabatin J. Kolár Niko Moritz Ruiming Xie Simone Merello Christian Fuegen OffRL 232 1 0 28 Mar 2025
Beyond Vanilla Fine-Tuning: Leveraging Multistage, Multilingual, and Domain-Specific Methods for Low-Resource Machine Translation Sarubi Thillainathan Songchen Yuan E. Lee Sanath Jayasena Surangika Ranathunga 253 1 0 28 Mar 2025
Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models Umer Butt Stalin Veranasi Günter Neumann 245 1 0 27 Mar 2025
Low-resource Machine Translation for Code-switched Kazakh-Russian Language PairNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Maksim Borisov Zhanibek Kozhirbayev Valentin Malykh 256 2 0 25 Mar 2025
MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation Sungwoo Cho J. Choi Sungnyun Kim Se-Young Yun 281 0 0 14 Mar 2025