Hallucinations in Large Multilingual Translation Models

28 March 2023

Papers citing "Hallucinations in Large Multilingual Translation Models"

45 / 95 papers shown

Title
Hallucinations or Attention Misdirection? The Path to Strategic Value Extraction in Business Using Large Language Models Aline Ioste 40 1 0 21 Feb 2024
Enhanced Hallucination Detection in Neural Machine Translation through Simple Detector Aggregation Anas Himmi Guillaume Staerman Marine Picot Pierre Colombo Nuno M. Guerreiro 25 4 0 20 Feb 2024
CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse Patrick Fernandes Nuno M. Guerreiro António Loison Duarte M. Alves ... François Yvon André F.T. Martins Gautier Viaud C´eline Hudelot Pierre Colombo 52 32 0 01 Feb 2024
Are self-explanations from Large Language Models faithful? Andreas Madsen Sarath Chandar Siva Reddy LRM 30 24 0 15 Jan 2024
Don't Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation Giorgos Vernikos Andrei Popescu-Belis 32 14 0 12 Jan 2024
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data Rumeng Li Xun Wang Hong Yu LM&MA 70 22 0 09 Dec 2023
HALO: An Ontology for Representing and Categorizing Hallucinations in Large Language Models Navapat Nananukul M. Kejriwal HILM 24 3 0 08 Dec 2023
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus Tianhang Zhang Lin Qiu Qipeng Guo Cheng Deng Yue Zhang Zheng-Wei Zhang Cheng Zhou Xinbing Wang Luoyi Fu HILM 77 48 0 22 Nov 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning Xiangru Tang Anni Zou Zhuosheng Zhang Ziming Li Yilun Zhao Xingyao Zhang Arman Cohan Mark B. Gerstein LRM LM&MA 22 136 0 16 Nov 2023
Assessing Translation capabilities of Large Language Models involving English and Indian Languages Vandan Mujadia Ashok Urlana Yash Bhaskar Penumalla Aditya Pavani Kukkapalli Shravya Parameswari Krishnamurthy D. Sharma ELM 151 7 0 15 Nov 2023
Insights into Classifying and Mitigating LLMs' Hallucinations Alessandro Bruno P. Mazzeo Aladine Chetouani Marouane 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 30 0 0 13 Nov 2023
Intentional Biases in LLM Responses Nicklaus Badyal Derek Jacoby Yvonne Coady 14 4 0 11 Nov 2023
Online Advertisements with LLMs: Opportunities and Challenges S. Feizi Mohammadtaghi Hajiaghayi Keivan Rezaei Suho Shin OffRL 18 10 0 11 Nov 2023
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning Duarte M. Alves Nuno M. Guerreiro Joao Alves José P. Pombal Ricardo Rei José G. C. de Souza Pierre Colombo André F.T. Martins 47 49 0 20 Oct 2023
Towards General Error Diagnosis via Behavioral Testing in Machine Translation Junjie Wu Lemao Liu Dit-Yan Yeung 24 2 0 20 Oct 2023
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models António Farinhas José G. C. de Souza André F. T. Martins 28 8 0 17 Oct 2023
Who Are All The Stochastic Parrots Imitating? They Should Tell Us! Sagi Shaier Lawrence E Hunter K. Wense 36 3 0 16 Oct 2023
xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error Detection Nuno M. Guerreiro Ricardo Rei Daan van Stigt Luísa Coheur Pierre Colombo André F.T. Martins 42 111 0 16 Oct 2023
Can Large Language Models Provide Security & Privacy Advice? Measuring the Ability of LLMs to Refute Misconceptions Yufan Chen Arjun Arunasalam Z. Berkay Celik 30 34 0 03 Oct 2023
Conversational Health Agents: A Personalized LLM-Powered Agent Framework Mahyar Abbasian Iman Azimi Amir M. Rahmani Ramesh C. Jain AI4CE LM&MA 24 69 0 03 Oct 2023
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines Xin Cheng Xun Wang Tao Ge Si-Qing Chen Heng Chang Dongyan Zhao Rui Yan 61 2 0 29 Sep 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 31 158 0 25 Sep 2023
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding Rico Sennrich Jannis Vamvas Alireza Mohammadshahi HILM 30 38 0 13 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 42 76 0 13 Sep 2023
Gender-specific Machine Translation with Large Language Models Eduardo Sánchez Pierre Yves Andrews Pontus Stenetorp Mikel Artetxe Marta R. Costa-jussá 30 2 0 06 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 46 520 0 03 Sep 2023
Simple LLM Prompting is State-of-the-Art for Robust and Multilingual Dialogue Evaluation J. Mendoncca Patrícia Pereira Helena Moniz Joao Paulo Carvalho A. Lavie Isabel Trancoso 23 19 0 31 Aug 2023
Interactively Robot Action Planning with Uncertainty Analysis and Active Questioning by Large Language Model Kazuki Hori Kanata Suzuki Tetsuya Ogata LLMAG LM&Ro 21 10 0 30 Aug 2023
TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties Karima Kadaoui Samar Magdy Abdul Waheed Md. Tawkat Islam Khondaker Ahmed Oumar El-Shangiti El Moatez Billah Nagoudi Muhammad Abdul-Mageed 29 20 0 06 Aug 2023
Deductive Verification of Chain-of-Thought Reasoning Z. Ling Yunhao Fang Xuanlin Li Zhiao Huang Mingu Lee Roland Memisevic Hao Su ReLM LRM 26 125 0 06 Jun 2023
AI-assisted Code Authoring at Scale: Fine-tuning, deploying, and mixed methods evaluation V. Murali C. Maddila Imad Ahmad Michael Bolin Daniel Cheng Negar Ghorbani Renuka Fernandez Nachiappan Nagappan Peter C. Rigby 16 14 0 20 May 2023
Exploring Human-Like Translation Strategy with Large Language Models Zhiwei He Tian Liang Wenxiang Jiao Zhuosheng Zhang Yujiu Yang Rui Wang Zhaopeng Tu Shuming Shi Xing Wang 24 39 0 06 May 2023
Benchmarking ChatGPT-4 on ACR Radiation Oncology In-Training (TXIT) Exam and Red Journal Gray Zone Cases: Potentials and Challenges for AI-Assisted Medical Education and Decision Making in Radiation Oncology Yixing Huang A. Gomaa S. Semrau M. Haderlein S. Lettmaier ... L. Distel Andreas Maier R. Fietkau Christoph Bert F. Putz ELM LM&MA AI4MH 32 9 0 24 Apr 2023
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis Wenhao Zhu Hongyi Liu Qingxiu Dong Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li LRM 29 139 0 10 Apr 2023
Large language models effectively leverage document-level context for literary translation, but critical errors persist Marzena Karpinska Mohit Iyyer 31 81 0 06 Apr 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 85 210 0 24 Mar 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models Potsawee Manakul Adian Liusie Mark J. F. Gales HILM LRM 152 391 0 15 Mar 2023
Prompting PaLM for Translation: Assessing Strategies and Performance David Vilar Markus Freitag Colin Cherry Jiaming Luo Viresh Ratnakar George F. Foster LRM 19 153 0 16 Nov 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 74 85 0 14 Oct 2022
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task Ricardo Rei Marcos Vinícius Treviso Nuno M. Guerreiro Chrysoula Zerva Ana C. Farinha ... T. Glushkova Duarte M. Alves A. Lavie Luísa Coheur André F. T. Martins 57 138 0 13 Sep 2022
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech Alexis Conneau Min Ma Simran Khanuja Yu Zhang Vera Axelrod Siddharth Dalmia Jason Riesa Clara E. Rivera Ankur Bapna VLM 78 282 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation Kaustubh D. Dhole Varun Gangal Sebastian Gehrmann Aadesh Gupta Zhenhao Li ... Tianbao Xie Usama Yaseen Michael A. Yee Jing Zhang Yue Zhang 174 86 0 06 Dec 2021
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 178 145 0 30 Aug 2021