Hallucinations in Large Multilingual Translation Models

28 March 2023

Papers citing "Hallucinations in Large Multilingual Translation Models"

50 / 95 papers shown

Title
A Scoping Review of Natural Language Processing in Addressing Medically Inaccurate Information: Errors, Misinformation, and Hallucination Zhaoyi Sun Wen-wai Yim Özlem Uzuner Fei Xia Meliha Yetisgen 40 0 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 30 0 0 10 Apr 2025
Bridging LMS and Generative AI: Dynamic Course Content Integration (DCCI) for Connecting LLMs to Course Content -- The Ask ME Assistant Kovan Mzwri Márta Turcsányi-Szabo 33 0 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 56 1 0 02 Apr 2025
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations Kyungho Bae Jinhyung Kim Sihaeng Lee Soonyoung Lee G. Lee Jinwoo Choi 62 1 0 20 Mar 2025
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration David Wan Justin Chih-Yao Chen Elias Stengel-Eskin Joey Tianyi Zhou LLMAG LRM 60 1 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 45 0 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 86 0 0 04 Mar 2025
Multilingual Relative Clause Attachment Ambiguity Resolution in Large Language Models So Young Lee Russell Scheinberg Amber Shore Ameeta Agrawal 46 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 Shuifa Sun Narayanan Sadagopan Anurag Beniwal HILM 58 0 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 36 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 106 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 Glavas HILM LRM 122 1 0 21 Feb 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
Self-Evolution Knowledge Distillation for LLM-based Machine Translation Yuncheng Song Liang Ding Changtong Zan Shujian Huang 70 0 0 19 Dec 2024
MARCO: Multi-Agent Real-time Chat Orchestration Anubhav Shrimal Stanley Kanagaraj Kriti Biswas Swarnalatha Raghuraman Anish Nediyanchath Yi Zhang Promod Yenigalla LLMAG 28 1 0 29 Oct 2024
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing Kang Chen Qingheng Zhang Chengbao Lian Yixin Ji Xuwei Liu Shuguang Han Guoqiang Wu Fei Huang Jufeng Chen 31 1 0 22 Oct 2024
Boardwalk Empire: How Generative AI is Revolutionizing Economic Paradigms Subramanyam Sahoo Kamlesh Dutta 33 1 0 19 Oct 2024
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion Xinping Zhao Jindi Yu Zhenyu Liu Jifang Wang Dongfang Li Yibin Chen Baotian Hu Min Zhang HILM 28 0 0 14 Oct 2024
Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation Huangyu Dai Ben Chen Kaidi Chen Ying Han Zihan Liang Wen Jiang 29 0 0 30 Sep 2024
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models Bryan Zhang Taichi Nakatani Stephan Walter 38 0 0 19 Sep 2024
Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts Eleftheria Briakou Jiaming Luo Colin Cherry Markus Freitag 72 11 0 10 Sep 2024
CoVoSwitch: Machine Translation of Synthetic Code-Switched Text Based on Intonation Units Yeeun Kang 37 0 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 44 1 0 18 Jul 2024
Understanding and Mitigating Language Confusion in LLMs Kelly Marchisio Wei-Yin Ko Alexandre Berard Théo Dehaze Sebastian Ruder 58 23 0 28 Jun 2024
Harnessing Knowledge Retrieval with Large Language Models for Clinical Report Error Correction Jinge Wu Zhaolong Wu Abul Hasan Yunsoo Kim Jason PY Cheung Teng Zhang Honghan Wu 3DV 35 0 0 21 Jun 2024
SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages G. Ghazaryan Erik Arakelyan Pasquale Minervini Isabelle Augenstein SyDa 19 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 47 9 0 17 Jun 2024
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation Bairu Hou Yang Zhang Jacob Andreas Shiyu Chang 74 5 0 11 Jun 2024
HeSum: a Novel Dataset for Abstractive Text Summarization in Hebrew Tzuf Paz-Argaman Itai Mondshine Asaf Achi Mordechai Reut Tsarfaty 37 2 0 06 Jun 2024
Tool-Planner: Task Planning with Clusters across Multiple Tools Yanming Liu Xinyue Peng Jiannan Cao Jiannan Cao Xuhong Zhang Sheng Cheng Xun Wang Xun Wang Jianwei Yin Tianyu Du LLMAG 37 3 0 06 Jun 2024
Diver: Large Language Model Decoding with Span-Level Mutual Information Verification Jinliang Lu Chen Wang Jiajun Zhang 53 3 0 04 Jun 2024
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection Chenyang Huang Abbas Ghaddar I. Kobyzev Mehdi Rezagholizadeh Osmar R. Zaiane Boxing Chen 39 0 0 04 Jun 2024
How Multilingual Are Large Language Models Fine-Tuned for Translation? Aquia Richburg Marine Carpuat LRM 35 4 0 30 May 2024
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation Gonccalo R. A. Faria Sweta Agrawal António Farinhas Ricardo Rei José G. C. de Souza André F. T. Martins 26 4 0 28 May 2024
RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models Xiangkun Hu Dongyu Ru Lin Qiu Qipeng Guo Tianhang Zhang Yang Xu Yun Luo Pengfei Liu Yue Zhang Zheng-Wei Zhang HILM LRM 61 8 0 23 May 2024
Conformal Prediction for Natural Language Processing: A Survey Margarida M. Campos António Farinhas Chrysoula Zerva Mário A. T. Figueiredo André F. T. Martins AI4CE 42 14 0 03 May 2024
LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study Van Bach Nguyen Paul Youssef Jorg Schlotterer Christin Seifert 39 14 0 26 Apr 2024
Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings Olivia Wiles Chuhan Zhang Isabela Albuquerque Ivana Kajić Su Wang ... Jordi Pont-Tuset Aida Nematzadeh Anant Nawalgaria Jordi Pont-Tuset Aida Nematzadeh EGVM 127 14 0 25 Apr 2024
Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models Souvik Das Lifeng Jin Linfeng Song Haitao Mi Baolin Peng Dong Yu HILM 40 2 0 14 Apr 2024
MetaCheckGPT -- A Multi-task Hallucination Detector Using LLM Uncertainty and Meta-models Rahul Mehta Andrew Hoblitzell Jack O’keefe Hyeju Jang Vasudeva Varma HILM KELM 19 0 0 10 Apr 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages Samuel Cahyawijaya Holy Lovenia Fajri Koto Rifki Afina Putri Emmanuel Dave ... Bryan Wilie Genta Indra Winata Alham Fikri Aji Ayu Purwarianti Pascale Fung 52 15 0 09 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 55 36 0 07 Apr 2024
Multicalibration for Confidence Scoring in LLMs Gianluca Detommaso Martín Bertrán Riccardo Fogliato Aaron Roth 26 12 0 06 Apr 2024
Hallucination Diversity-Aware Active Learning for Text Summarization Yu Xia Xu Liu Tong Yu Sungchul Kim Ryan A. Rossi Anup B. Rao Tung Mai Shuai Li HILM 29 3 0 02 Apr 2024
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback Hongshen Xu Zichen Zhu Situo Zhang Da Ma Shuai Fan Lu Chen Kai Yu HILM 31 33 0 27 Mar 2024
Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check Linhao Ye Zhikai Lei Jia-Peng Yin Qin Chen Jie Zhou Liang He 3DV RALM 34 15 0 27 Mar 2024
Ethos: Rectifying Language Models in Orthogonal Parameter Space Lei Gao Yue Niu Tingting Tang A. Avestimehr Murali Annavaram MU 32 10 0 13 Mar 2024
HILL: A Hallucination Identifier for Large Language Models Florian Leiser S. Eckhardt Valentin Leuthe Merlin Knaeble Alexander Maedche Gerhard Schwabe A. Sunyaev HILM 35 25 0 11 Mar 2024
Information Flow Routes: Automatically Interpreting Language Models at Scale Javier Ferrando Elena Voita 48 34 0 27 Feb 2024