The Curious Case of Hallucinations in Neural Machine Translation

14 April 2021

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

29 / 129 papers shown

Title
Thinking Hallucination for Video Captioning Nasib Ullah Partha Pratim Mohanta VLM 36 4 0 28 Sep 2022
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding Hao Fang Anusha Balakrishnan Harsh Jhamtani Jonathan Bufe J. Crawford Jayant Krishnamurthy Adam Pauls J. Eisner Jacob Andreas Dan Klein 21 5 0 16 Sep 2022
Rare but Severe Neural Machine Translation Errors Induced by Minimal Deletion: An Empirical Study on Chinese and English Ruikang Shi Alvin Grissom II D. Trinh 24 2 0 05 Sep 2022
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation Nuno M. Guerreiro Elena Voita André F. T. Martins HILM 19 52 0 10 Aug 2022
Probing Causes of Hallucinations in Neural Machine Translations Jianhao Yan Fandong Meng Jie Zhou HILM 6 3 0 25 Jun 2022
Lack of Fluency is Hurting Your Translation Model J. Yoo Jaewoo Kang 18 0 0 24 May 2022
What Do Compressed Multilingual Machine Translation Models Forget? Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier AI4CE 40 9 0 22 May 2022
SALTED: A Framework for SAlient Long-Tail Translation Error Detection Vikas Raunak Matt Post Arul Menezes 28 25 0 20 May 2022
Exploiting Social Media Content for Self-Supervised Style Transfer Dana Ruiter Thomas Kleinbauer C. España-Bonet Josef van Genabith Dietrich Klakow 28 2 0 18 May 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization Yue Dong John Wieting Pat Verga HILM 21 24 0 28 Apr 2022
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue Nouha Dziri Ehsan Kamalloo Sivan Milton Osmar Zaiane Mo Yu E. Ponti Siva Reddy HILM 24 87 0 22 Apr 2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models? Nouha Dziri Sivan Milton Mo Yu Osmar Zaiane Siva Reddy HILM 8 187 0 17 Apr 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavavs LRM 29 13 0 05 Apr 2022
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation Nishant Kambhatla Logan Born Anoop Sarkar 13 16 0 01 Apr 2022
Towards Differential Relational Privacy and its use in Question Answering Simone Bombari Alessandro Achille Zijian Wang Yu-Xiang Wang Yusheng Xie Kunwar Yashraj Singh Srikar Appalaraju Vijay Mahadevan Stefano Soatto 21 1 0 30 Mar 2022
An Empirical Study of Memorization in NLP Xiaosen Zheng Jing Jiang TDI 17 24 1 23 Mar 2022
A Survey of Adversarial Defences and Robustness in NLP Shreyansh Goyal Sumanth Doddapaneni Mitesh M.Khapra B. Ravindran AAML 29 30 0 12 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua-Hong Wu HILM 21 27 0 10 Mar 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 49 2,234 0 08 Feb 2022
Counterfactual Memorization in Neural Language Models Chiyuan Zhang Daphne Ippolito Katherine Lee Matthew Jagielski Florian Tramèr Nicholas Carlini 24 128 0 24 Dec 2021
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
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation Orevaoghene Ahia Julia Kreutzer Sara Hooker 110 51 0 06 Oct 2021
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation David Ifeoluwa Adelani Miaoran Zhang Xiaoyu Shen A. Davody Thomas Kleinbauer Dietrich Klakow 15 4 0 19 Sep 2021
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions Javier Ferrando Marta R. Costa-jussá 14 13 0 13 Sep 2021
Rethinking Data Augmentation for Low-Resource Neural Machine Translation: A Multi-Task Learning Approach Víctor M. Sánchez-Cartagena M. Esplà-Gomis Juan Antonio Pérez-Ortiz Felipe Sánchez-Martínez 37 27 0 08 Sep 2021
Don't Go Far Off: An Empirical Study on Neural Poetry Translation Tuhin Chakrabarty Arkadiy Saakyan Smaranda Muresan 14 16 0 07 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 147 0 01 Sep 2021
Learning C to x86 Translation: An Experiment in Neural Compilation Jordi Armengol-Estapé Michael F. P. O'Boyle 17 11 0 17 Aug 2021
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 215 1,207 0 12 Jun 2017