Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation

10 August 2022

André F. T. Martins

Papers citing "Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation"

20 / 20 papers shown

Title
Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers Dylan Bouchard Mohit Singh Chauhan HILM 84 0 0 27 Apr 2025
TRA: Better Length Generalisation with Threshold Relative Attention Mattia Opper Roland Fernandez P. Smolensky Jianfeng Gao 46 0 0 29 Mar 2025
Learning on LLM Output Signatures for gray-box LLM Behavior Analysis Guy Bar-Shalom Fabrizio Frasca Derek Lim Yoav Gelberg Yftah Ziser Ran El-Yaniv Gal Chechik Haggai Maron 67 0 0 18 Mar 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu Bohao Li Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 209 0 0 09 Mar 2025
Can Your Uncertainty Scores Detect Hallucinated Entity? Min-Hsuan Yeh Max Kamachee Seongheon Park Yixuan Li HILM 55 1 0 17 Feb 2025
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations Hadas Orgad Michael Toker Zorik Gekhman Roi Reichart Idan Szpektor Hadas Kotek Yonatan Belinkov HILM AIFin 61 29 0 03 Oct 2024
Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads on Consumer-Grade Devices Yuxiang Huang Binhang Yuan Xu Han Chaojun Xiao Zhiyuan Liu RALM 87 1 0 02 Oct 2024
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation Bairu Hou Yang Zhang Jacob Andreas Shiyu Chang 77 5 0 11 Jun 2024
2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion Dongsheng Wang Xiaoqin Feng Zeming Liu Chuan Wang 43 2 0 26 Apr 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 71 218 0 22 Jan 2024
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 48 77 0 13 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 48 522 0 03 Sep 2023
On Evaluating Multilingual Compositional Generalization with Translated Datasets Zi Wang Daniel Hershcovich 28 7 0 20 Jun 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
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 35 141 0 28 Mar 2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection Weijia Xu Sweta Agrawal Eleftheria Briakou Marianna J. Martindale Marine Carpuat HILM 27 46 0 18 Jan 2023
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 81 0 06 Aug 2021
Deduplicating Training Data Makes Language Models Better Katherine Lee Daphne Ippolito A. Nystrom Chiyuan Zhang Douglas Eck Chris Callison-Burch Nicholas Carlini SyDa 242 593 0 14 Jul 2021
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 224 1,208 0 12 Jun 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015