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

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

10 August 2022

Nuno M. Guerreiro

André F. T. Martins

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

14 / 14 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 70 0 0 27 Apr 2025
TRA: Better Length Generalisation with Threshold Relative Attention Mattia Opper Roland Fernandez P. Smolensky Jianfeng Gao 39 0 0 29 Mar 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu B. Li Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 94 0 0 09 Mar 2025
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 73 1 0 02 Oct 2024
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation Bairu Hou Yang Zhang Jacob Andreas Shiyu Chang 69 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 41 2 0 26 Apr 2024
Hallucination is Inevitable: An Innate Limitation of Large Language Models Ziwei Xu Sanjay Jain Mohan S. Kankanhalli HILM LRM 60 205 0 22 Jan 2024
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 41 518 0 03 Sep 2023
On Evaluating Multilingual Compositional Generalization with Translated Datasets Zi Wang Daniel Hershcovich 18 7 0 20 Jun 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 18 140 0 28 Mar 2023
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 80 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 237 588 0 14 Jul 2021
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 208 1,205 0 12 Jun 2017
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015