Detecting and Mitigating Hallucinations in Machine Translation: Model
Internal Workings Alone Do Well, Sentence Similarity Even Better

Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better

16 December 2022

Marta R. Costa-jussá

Papers citing "Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better"

11 / 11 papers shown

Title
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
Can Hallucination Correction Improve Video-Language Alignment? Lingjun Zhao Mingyang Xie Paola Cascante-Bonilla Hal Daumé III Kwonjoon Lee HILM VLM 62 0 0 20 Feb 2025
MIH-TCCT: Mitigating Inconsistent Hallucinations in LLMs via Event-Driven Text-Code Cyclic Training Xinxin You Xien Liu Qixin Sun Huan Zhang Kaiyin Zhou Shaohui Liu Guoping Hu Shijin Wang Si Liu Ji Wu 85 0 0 13 Feb 2025
How Effective are State Space Models for Machine Translation? Hugo Pitorro Pavlo Vasylenko Marcos Vinícius Treviso André F. T. Martins Mamba 45 2 0 07 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 75 4 0 22 Jun 2024
On Measuring Context Utilization in Document-Level MT Systems Wafaa Mohammed Vlad Niculae 21 3 0 02 Feb 2024
Understanding the Role of Large Language Models in Personalizing and Scaffolding Strategies to Combat Academic Procrastination Ananya Bhattacharjee Yuchen Zeng Sarah Yi Xu Dana Kulzhabayeva Minyi Ma ... A. Mariakakis Mary P Czerwinski Anastasia Kuzminykh Michael Liut Joseph Jay Williams AI4Ed 24 25 0 21 Dec 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 46 522 0 03 Sep 2023
ReSeTOX: Re-learning attention weights for toxicity mitigation in machine translation Javier García Gilabert Carlos Escolano Marta R. Costa-jussá CLL MU 26 2 0 19 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 35 140 0 28 Mar 2023
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015