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2202.03629
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Survey of Hallucination in Natural Language Generation
ACM Computing Surveys (ACM CSUR), 2022
8 February 2022
Ziwei Ji
Nayeon Lee
Rita Frieske
Tiezheng Yu
D. Su
Yan Xu
Etsuko Ishii
Yejin Bang
Delong Chen
Wenliang Dai
Ho Shu Chan
Andrea Madotto
Pascale Fung
HILM
LRM
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Papers citing
"Survey of Hallucination in Natural Language Generation"
50 / 1,366 papers shown
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"Why is this misleading?": Detecting News Headline Hallucinations with Explanations
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Toolformer: Language Models Can Teach Themselves to Use Tools
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02 Feb 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning
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Domain-Agnostic Molecular Generation with Chemical Feedback
International Conference on Learning Representations (ICLR), 2023
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26 Jan 2023
Opportunities and Challenges in Neural Dialog Tutoring
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
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Lingzhi Wang
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Iryna Gurevych
Mrinmaya Sachan
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24 Jan 2023
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21 Jan 2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection
Transactions of the Association for Computational Linguistics (TACL), 2023
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Eleftheria Briakou
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Marine Carpuat
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208
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18 Jan 2023
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163
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13 Jan 2023
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207
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Heu-Jeoung Lim
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196
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06 Jan 2023
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270
346
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28 Dec 2022
Contrastive Learning Reduces Hallucination in Conversations
AAAI Conference on Artificial Intelligence (AAAI), 2022
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Zhengliang Shi
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Zhaochun Ren
256
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20 Dec 2022
CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context
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346
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20 Dec 2022
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212
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19 Dec 2022
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Annual Meeting of the Association for Computational Linguistics (ACL), 2022
David Dale
Elena Voita
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489
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16 Dec 2022
Teaching Small Language Models to Reason
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555
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Azimuth: Systematic Error Analysis for Text Classification
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249
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271
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Improved Beam Search for Hallucination Mitigation in Abstractive Summarization
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294
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RHO (
ρ
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265
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03 Dec 2022
Event knowledge in large language models: the gap between the impossible and the unlikely
Cognitive Sciences (CS), 2022
Carina Kauf
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507
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A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering
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135
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Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
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FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
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209
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212
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279
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Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model
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273
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169
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Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training
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BLAB Reporter: Automated journalism covering the Blue Amazon
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Lun Du
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229
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Using contradictions improves question answering systems
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269
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Enabling Conversational Interaction with Mobile UI using Large Language Models
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430
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NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning
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281
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Distribution Aware Metrics for Conditional Natural Language Generation
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174
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