Hallucinations in Large Multilingual Translation Models

Transactions of the Association for Computational Linguistics (TACL), 2023

28 March 2023

Papers citing "Hallucinations in Large Multilingual Translation Models"

50 / 109 papers shown

Title
LLMs for Low-Resource Dialect Translation Using Context-Aware Prompting: A Case Study on Sylheti Tabia Tanzin Prama C. Danforth P. Dodds 60 0 0 24 Nov 2025
A Critical Study of Automatic Evaluation in Sign Language Translation Shakib Yazdani Yasser Hamidullah C. España-Bonet Eleftherios Avramidis Josef van Genabith SLR 313 0 0 29 Oct 2025
Challenging Multilingual LLMs: A New Taxonomy and Benchmark for Unraveling Hallucination in Translation Xinwei Wu Heng Liu Jiang Zhou Xiaohu Zhao Linlong Xu Longyue Wang Weihua Luo Kaifu Zhang HILM 317 0 0 28 Oct 2025
The Impact of Negated Text on Hallucination with Large Language Models Jaehyung Seo Hyeonseok Moon Heuiseok Lim 124 0 0 23 Oct 2025
HA-RAG: Hotness-Aware RAG Acceleration via Mixed Precision and Data Placement Danying Ge Jianhua Gao Yixue Yang Weixing Ji 161 0 0 23 Oct 2025
Beyond Single-Reward: Multi-Pair, Multi-Perspective Preference Optimization for Machine Translation Hao Wang Linlong Xu Heng Liu Y. Liu Xiaohu Zhao Bo Zeng Liangying Shao Longyue Wang Weihua Luo Kaifu Zhang 116 0 0 15 Oct 2025
A novel hallucination classification framework Maksym Zavhorodnii Dmytro Dehtiarov Anna Konovalenko 64 0 0 06 Oct 2025
LLM Microscope: What Model Internals Reveal About Answer Correctness and Context Utilization Jiarui Liu Jivitesh Jain Mona T. Diab Nishant Subramani 141 0 0 05 Oct 2025
Toxicity in Online Platforms and AI Systems: A Survey of Needs, Challenges, Mitigations, and Future DirectionsExpert systems with applications (ESWA), 2025 Smita Khapre Melkamu Mersha Hassan Shakil Jonali Baruah Jugal Kalita 112 1 0 29 Sep 2025
Hallucination to Truth: A Review of Fact-Checking and Factuality Evaluation in Large Language Models Subhey Sadi Rahman M. Islam Md. Mahbub Alam Musarrat Zeba M. R Sadia Sultana Chowa M. R Sami Azam HILM LRM 177 4 0 05 Aug 2025
Investigating Hallucination in Conversations for Low Resource Languages A. Das M. Hasan Souvika Sarkar Zheng Zhang Fatemeh Jamshidi Tathagata Bhattacharya Nilanjana Raychawdhury Dongji Feng Vinija Jain Vasu Sharma HILM 291 0 0 30 Jul 2025
Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization Cong Wang Zexuan Deng Zhiwei Jiang Fei Shen Yafeng Yin Shiwei Gan Zifeng Cheng Shiwei Gan Qing Gu DiffM SLR VGen 390 3 0 19 Jun 2025
Intended Target Identification for Anomia Patients with Gradient-based Selective AugmentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 Jongho Kim Romain Storaï Seung-won Hwang 235 1 0 17 Jun 2025
The State of Large Language Models for African Languages: Progress and Challenges Kedir Yassin Hussen W. Sewunetie Abinew Ali Ayele Sukairaj Hafiz Imam Shamsuddeen Hassan Muhammad Seid Muhie Yimam 307 3 0 02 Jun 2025
Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Linhao Ye Lang Yu Zhikai Lei Qin Chen Jie Zhou Liang He 182 1 0 31 May 2025
Position: Uncertainty Quantification Needs Reassessment for Large-language Model Agents Michael Kirchhof Gjergji Kasneci Enkelejda Kasneci LLMAG 318 11 0 28 May 2025
CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yongheng Zhang Xu Liu Ruoxi Zhou Qiguang Chen Hao Fei Wenpeng Lu L. Qin HILM LRM 205 6 0 25 May 2025
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation David Stap Christof Monz 396 0 0 19 May 2025
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias ResultsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Andrea Santilli Adam Goliñski Michael Kirchhof Federico Danieli Arno Blaas Miao Xiong Luca Zappella Sinead Williamson 271 9 0 18 Apr 2025
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and HallucinationJournal of Biomedical Informatics (JBI), 2025 Zhaoyi Sun Wen-wai Yim Özlem Uzuner Fei Xia Meliha Yetisgen 473 3 0 16 Apr 2025
Synthetic Fluency: Hallucinations, Confabulations, and the Creation of Irish Words in LLM-Generated Translations Sheila Castilho Zoe Fitzsimmons Claire Holton Aoife Mc Donagh 259 0 0 10 Apr 2025
Bridging LMS and generative AI: dynamic course content integration (DCCI) for enhancing student satisfaction and engagement via the ask ME assistantJournal of Computers in Education (J. Comput. Educ.), 2025 Kovan Mzwri Márta Turcsányi-Szabo 234 1 0 04 Apr 2025
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation Baban Gain Dibyanayan Bandyopadhyay Asif Ekbal LM&MA 357 7 0 02 Apr 2025
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal RepresentationsComputer Vision and Pattern Recognition (CVPR), 2025 Kyungho Bae Jinhyung Kim Sihaeng Lee Soonyoung Lee G. Lee Jinwoo Choi 286 11 0 20 Mar 2025
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent CollaborationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 David Wan Justin Chih-Yao Chen Elias Stengel-Eskin Joey Tianyi Zhou LLMAG LRM 261 5 0 19 Mar 2025
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond Qiongxiu Li Xiaoyu Luo Yiyi Chen Johannes Bjerva 531 5 0 10 Mar 2025
AILS-NTUA at SemEval-2025 Task 3: Leveraging Large Language Models and Translation Strategies for Multilingual Hallucination Detection Dimitra Karkani Maria Lymperaiou Giorgos Filandrianos Nikolaos Spanos Athanasios Voulodimos Giorgos Stamou HILM LRM 254 0 0 04 Mar 2025
Multilingual Relative Clause Attachment Ambiguity Resolution in Large Language ModelsPacific Asia Conference on Language, Information and Computation (PACLIC), 2025 So Young Lee Russell Scheinberg Amber Shore Ameeta Agrawal 196 0 0 04 Mar 2025
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs Xiaomin Li Zhou Yu Ziji Zhang Yingying Zhuang Siyang Song Narayanan Sadagopan Anurag Beniwal HILM 681 5 0 28 Feb 2025
Towards Typologically Aware Rescoring to Mitigate Unfaithfulness in Lower-Resource Languages Tsan Tsai Chan Xin Tong Thi Thu Uyen Hoang Barbare Tepnadze Wojciech Stempniak 368 0 0 24 Feb 2025
QUILL: Quotation Generation Enhancement of Large Language Models Jin Xiao Bowei Zhang Qianyu He Jiaqing Liang Feng Wei Jinglei Chen Zujie Liang Deqing Yang Yanghua Xiao HILM LRM 418 0 0 21 Feb 2025
How Much Do LLMs Hallucinate across Languages? On Multilingual Estimation of LLM Hallucination in the Wild Saad Obaid ul Islam Anne Lauscher Goran Glavaš HILM LRM 474 8 0 18 Feb 2025
Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference OptimizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Zilu Tang Rajen Chatterjee Sarthak Garg HILM 178 5 0 28 Jan 2025
LLM-based Translation Inference with Iterative Bilingual UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Andong Chen Kehai Chen Yang Xiang Xuefeng Bai Muyun Yang Yang Feng Tiejun Zhao Min Zhang LRM 390 6 0 31 Dec 2024
Self-Evolution Knowledge Distillation for LLM-based Machine TranslationInternational Conference on Computational Linguistics (COLING), 2024 Yuncheng Song Liang Ding Changtong Zan Shujian Huang 373 0 0 19 Dec 2024
MARCO: Multi-Agent Real-time Chat OrchestrationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Anubhav Shrimal Stanley Kanagaraj Kriti Biswas Swarnalatha Raghuraman Anish Nediyanchath Yi Zhang Promod Yenigalla LLMAG 129 4 0 29 Oct 2024
IPL: Leveraging Multimodal Large Language Models for Intelligent Product ListingConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Kang Chen Qingheng Zhang Chengbao Lian Yixin Ji Xuwei Liu Shuguang Han Guoqiang Wu Fei Huang Jufeng Chen 116 6 0 22 Oct 2024
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms Subramanyam Sahoo Kamlesh Dutta 351 4 0 19 Oct 2024
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence FusionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Xinping Zhao Jindi Yu Zhenyu Liu Jifang Wang Dongfang Li Yibin Chen Baotian Hu Min Zhang HILM 153 3 0 14 Oct 2024
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Huangyu Dai Ben Chen Kaidi Chen Ying Han Zihan Liang Wen Jiang 165 1 0 30 Sep 2024
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models Bryan Zhang Taichi Nakatani Stephan Walter 165 0 0 19 Sep 2024
Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form TextsConference on Machine Translation (WMT), 2024 Eleftheria Briakou Jiaming Luo Colin Cherry Markus Freitag 240 34 0 10 Sep 2024
CoVoSwitch: Machine Translation of Synthetic Code-Switched Text Based on Intonation Units Yeeun Kang 190 3 0 19 Jul 2024
Learning-From-Mistakes Prompting for Indigenous Language Translation You-Cheng Liao Chen-Jui Yu Chi-Yi Lin He-Feng Yun Yen-Hsiang Wang Hsiao-Min Li Yao-Chung Fan 205 1 0 18 Jul 2024
Understanding and Mitigating Language Confusion in LLMs Kelly Marchisio Wei-Yin Ko Alexandre Berard Théo Dehaze Sebastian Ruder 498 59 0 28 Jun 2024
CaLMQA: Exploring culturally specific long-form question answering across 23 languages Shane Arora Marzena Karpinska Hung-Ting Chen Ipsita Bhattacharjee Mohit Iyyer Eunsol Choi HILM 441 22 0 25 Jun 2024
Error Correction in Radiology Reports: A Knowledge Distillation-Based Multi-Stage Framework Jinge Wu Zhaolong Wu Ruizhe Li Tong Chen Abul Hasan Yunsoo Kim Jason PY Cheung Teng Zhang Honghan Wu 3DV 447 0 0 21 Jun 2024
SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages G. Ghazaryan Erik Arakelyan Pasquale Minervini Isabelle Augenstein SyDa 236 0 0 20 Jun 2024
"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Jiayi Mao Xueqi Cheng AAML 190 18 0 17 Jun 2024
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation Bairu Hou Yang Zhang Jacob Andreas Shiyu Chang 294 18 0 11 Jun 2024