"Confidently Nonsensical?'': A Critical Survey on the Perspectives and
Challenges of 'Hallucinations' in NLP

"Confidently Nonsensical?'': A Critical Survey on the Perspectives and Challenges of 'Hallucinations' in NLP

11 April 2024

Pranav Narayanan Venkit

Tatiana Chakravorti

Koustava Goswami

Sarah Rajtmajer

Papers citing ""Confidently Nonsensical?'': A Critical Survey on the Perspectives and Challenges of 'Hallucinations' in NLP"

9 / 9 papers shown

Title
From Melting Pots to Misrepresentations: Exploring Harms in Generative AI Sanjana Gautam Pranav Narayanan Venkit Sourojit Ghosh 37 13 0 16 Mar 2024
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 67 46 0 22 Nov 2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL Mayank Kothyari Dhruva Dhingra Sunita Sarawagi Soumen Chakrabarti 36 14 0 02 Nov 2023
"According to ...": Prompting Language Models Improves Quoting from Pre-Training Data Orion Weller Marc Marone Nathaniel Weir Dawn J Lawrie Daniel Khashabi Benjamin Van Durme HILM 66 44 0 22 May 2023
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions Minghao Wu Abdul Waheed Chiyu Zhang Muhammad Abdul-Mageed Alham Fikri Aji ALM 124 115 0 27 Apr 2023
Models See Hallucinations: Evaluating the Factuality in Video Captioning Hui Liu Xiaojun Wan HILM 20 10 0 06 Mar 2023
Entity-Based Knowledge Conflicts in Question Answering Shayne Longpre Kartik Perisetla Anthony Chen Nikhil Ramesh Chris DuBois Sameer Singh HILM 235 236 0 10 Sep 2021
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization Mengyao Cao Yue Dong Jackie C.K. Cheung HILM 170 144 0 30 Aug 2021
Entity-level Factual Consistency of Abstractive Text Summarization Feng Nan Ramesh Nallapati Zhiguo Wang Cicero Nogueira dos Santos Henghui Zhu Dejiao Zhang Kathleen McKeown Bing Xiang HILM 142 156 0 18 Feb 2021