The Curious Case of Hallucinations in Neural Machine Translation

14 April 2021

Papers citing "The Curious Case of Hallucinations in Neural Machine Translation"

50 / 129 papers shown

Title
Conflicts in Texts: Data, Implications and Challenges Siyi Liu Dan Roth 132 0 0 28 Apr 2025
Evaluating Evaluation Metrics -- The Mirage of Hallucination Detection Atharva Kulkarni Yuan-kang Zhang Joel Ruben Antony Moniz Xiou Ge Bo-Hsiang Tseng Dhivya Piraviperumal S. Hong-ye Yu HILM 78 0 0 25 Apr 2025
SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared Task on Hallucinations and Related Observable Overgeneration Mistakes Raúl Vázquez Timothee Mickus Elaine Zosa Teemu Vahtola Jörg Tiedemann ... Liane Guillou Ona de Gibert Jaione Bengoetxea Joseph Attieh Marianna Apidianaki HILM VLM LRM 85 0 0 16 Apr 2025
Benchmarking Biopharmaceuticals Retrieval-Augmented Generation Evaluation Hanmeng Zhong Linqing Chen Weilei Wang Wentao Wu 28 0 0 15 Apr 2025
Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation Hongcheng Gao Jiashu Qu Jingyi Tang Baolong Bi Y. Liu Hongyu Chen Li Liang Li Su Qingming Huang MLLM VLM LRM 85 3 0 25 Mar 2025
Unequal Opportunities: Examining the Bias in Geographical Recommendations by Large Language Models Shiran Dudy Thulasi Tholeti R. Ramachandranpillai Muhammad Ali Toby Jia-Jun Li Ricardo Baeza-Yates 27 0 0 16 Mar 2025
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy Rishabh Uapadhyay Marco Viviani 67 0 0 07 Feb 2025
Memorization Inheritance in Sequence-Level Knowledge Distillation for Neural Machine Translation Verna Dankers Vikas Raunak VLM 60 0 0 03 Feb 2025
SteLLA: A Structured Grading System Using LLMs with RAG Hefei Qiu Brian White Ashley Ding Reinaldo Costa Ali Hachem Wei Ding Ping Chen AI4Ed 56 0 0 17 Jan 2025
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models Junzhe Chen Tianshu Zhang S. Huang Yuwei Niu Linfeng Zhang Lijie Wen Xuming Hu MLLM VLM 174 2 0 22 Nov 2024
AXCEL: Automated eXplainable Consistency Evaluation using LLMs P Aditya Sreekar Sahil Verma Suransh Chopra Sarik Ghazarian Abhishek Persad Narayanan Sadagopan LRM 26 0 0 25 Sep 2024
Probing Omissions and Distortions in Transformer-based RDF-to-Text Models J. Faille Albert Gatt Claire Gardent 29 0 0 25 Sep 2024
Column Vocabulary Association (CVA): semantic interpretation of dataless tables Margherita Martorana Xueli Pan Benno Kruit Tobias Kuhn Jacco van Ossenbruggen 28 1 0 06 Sep 2024
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models Yuji Zhang Sha Li Jiateng Liu Pengfei Yu Yi Ren Fung Jing Li Manling Li Heng Ji 29 10 0 10 Jul 2024
Teaching LLMs to Abstain across Languages via Multilingual Feedback Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Orevaoghene Ahia Shuyue Stella Li Vidhisha Balachandran Sunayana Sitaram Yulia Tsvetkov 67 4 0 22 Jun 2024
Towards Minimal Targeted Updates of Language Models with Targeted Negative Training Lily H. Zhang Rajesh Ranganath Arya Tafvizi 33 1 0 19 Jun 2024
Lightweight Audio Segmentation for Long-form Speech Translation Jaesong Lee Soyoon Kim Hanbyul Kim Joon Son Chung 33 0 0 15 Jun 2024
On the Hallucination in Simultaneous Machine Translation M. Zhong Kehai Chen Zhengshan Xue Lemao Liu Mingming Yang Min Zhang HILM LRM 34 0 0 11 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
Online Safety Analysis for LLMs: a Benchmark, an Assessment, and a Path Forward Xuan Xie Jiayang Song Zhehua Zhou Yuheng Huang Da Song Lei Ma OffRL 42 6 0 12 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
Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo Barkavi Sundararajan S. Sripada Ehud Reiter LMTD 32 1 0 05 Apr 2024
Low-resource neural machine translation with morphological modeling Antoine Nzeyimana 27 3 0 03 Apr 2024
FACTOID: FACtual enTailment fOr hallucInation Detection Vipula Rawte S. M. Towhidul Krishnav Rajbangshi Shravani Nag Aman Chadha Amit P. Sheth Amitava Das HILM 31 3 0 28 Mar 2024
SemEval-2024 Shared Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes Timothee Mickus Elaine Zosa Raúl Vázquez Teemu Vahtola Jörg Tiedemann Vincent Segonne Alessandro Raganato Marianna Apidianaki HILM LRM 35 20 0 12 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
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations Swapnaja Achintalwar Adriana Alvarado Garcia Ateret Anaby-Tavor Ioana Baldini Sara E. Berger ... Aashka Trivedi Kush R. Varshney Dennis L. Wei Shalisha Witherspooon Marcel Zalmanovici 27 10 0 09 Mar 2024
Robust Guidance for Unsupervised Data Selection: Capturing Perplexing Named Entities for Domain-Specific Machine Translation Seunghyun Ji H. R. Sinulingga Darongsae Kwon 41 1 0 29 Feb 2024
Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer Xinshuo Hu Baotian Hu Dongfang Li Xiaoguang Li Lifeng Shang HILM 25 1 0 22 Feb 2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation Anas Himmi Guillaume Staerman Marine Picot Pierre Colombo Nuno M. Guerreiro 18 4 0 20 Feb 2024
Comparing Hallucination Detection Metrics for Multilingual Generation Haoqiang Kang Terra Blevins Luke Zettlemoyer HILM 32 16 0 16 Feb 2024
Measuring and Reducing LLM Hallucination without Gold-Standard Answers Jiaheng Wei Yuanshun Yao Jean-François Ton Hongyi Guo Andrew Estornell Yang Liu HILM 55 18 0 16 Feb 2024
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation Yihao Fang Stephen W. Thomas Xiaodan Zhu RALM 13 2 0 14 Feb 2024
CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models Yuanjie Lyu Zhiyu Li Simin Niu Feiyu Xiong Bo Tang Wenjin Wang Hao Wu Huan Liu Tong Bill Xu Enhong Chen RALM 34 32 0 30 Jan 2024
Machine Translation with Large Language Models: Prompt Engineering for Persian, English, and Russian Directions Nooshin Pourkamali Shler Ebrahim Sharifi LRM 42 9 0 16 Jan 2024
The Pitfalls of Defining Hallucination Kees van Deemter HILM 22 6 0 15 Jan 2024
RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation Run-Ze Fan Yixing Fan Jiangui Chen J. Guo Ruqing Zhang Xueqi Cheng 66 6 0 16 Dec 2023
Improving Factual Error Correction by Learning to Inject Factual Errors Xingwei He Qianru Zhang Alex Jin Jun Ma Yuan Yuan S. Yiu KELM 13 2 0 12 Dec 2023
Assertion Enhanced Few-Shot Learning: Instructive Technique for Large Language Models to Generate Educational Explanations Tasmia Shahriar Kelly Ramos Noboru Matsuda 26 3 0 05 Dec 2023
Biomedical knowledge graph-optimized prompt generation for large language models Karthik Soman Peter W Rose John H Morris Rabia E Akbas Brett Smith ... Angela Rizk-Jackson Sharat Israni Charlotte A. Nelson Sui Huang Sergio Baranzini AI4MH 19 23 0 29 Nov 2023
Effective Large Language Model Adaptation for Improved Grounding and Citation Generation Xi Ye Ruoxi Sun Sercan Ö. Arik Tomas Pfister HILM 31 25 0 16 Nov 2023
Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization G. Chrysostomou Zhixue Zhao Miles Williams Nikolaos Aletras HILM 34 10 0 15 Nov 2023
Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers Yuxia Wang Revanth Gangi Reddy Zain Muhammad Mujahid Arnav Arora Aleksandr Rubashevskii ... Nadav Borenstein Aditya Pillai Isabelle Augenstein Iryna Gurevych Preslav Nakov HILM 29 33 0 15 Nov 2023
Insights into Classifying and Mitigating LLMs' Hallucinations Alessandro Bruno P. Mazzeo Aladine Chetouani M. Tliba M. A. Kerkouri HILM 43 10 0 14 Nov 2023
Investigating Multi-Pivot Ensembling with Massively Multilingual Machine Translation Models Alireza Mohammadshahi Jannis Vamvas Rico Sennrich LRM 22 0 0 13 Nov 2023
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval Nandan Thakur Jianmo Ni Gustavo Hernández Ábrego John Wieting Jimmy J. Lin Daniel Matthew Cer RALM 31 12 0 10 Nov 2023
Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation Verna Dankers Ivan Titov Dieuwke Hupkes 35 5 0 09 Nov 2023
CBSiMT: Mitigating Hallucination in Simultaneous Machine Translation with Weighted Prefix-to-Prefix Training Mengge Liu Wen Zhang Xiang Li Yanzhi Tian Yuhang Guo Jian Luan 000 Bin Wang Shuoying Chen 23 1 0 07 Nov 2023
Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism Lang Cao 13 13 0 02 Nov 2023
Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation Mateusz Lango Ondrej Dusek 17 8 0 25 Oct 2023