Contextualized Sequence Likelihood: Enhanced Confidence Scores for
Natural Language Generation

Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation

3 June 2024

Shubhendu Trivedi

Jimeng Sun

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Papers citing "Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation"

16 / 16 papers shown

Title
Mitigating LLM Hallucinations via Conformal Abstention Yasin Abbasi-Yadkori Ilja Kuzborskij David Stutz András György Adam Fisch ... Wei-Hung Weng Yao-Yuan Yang Csaba Szepesvári A. Cemgil Nenad Tomašev HILM 81 19 0 04 Apr 2024
ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction Yaorui Shi An Zhang Enzhi Zhang Zhiyuan Liu Xiang Wang AI4CE 81 25 0 20 Oct 2023
Large Language Models Are Zero-Shot Time Series Forecasters Nate Gruver Marc Finzi Shikai Qiu Andrew Gordon Wilson AI4TS 95 370 0 11 Oct 2023
Language Models are Realistic Tabular Data Generators V. Borisov Kathrin Seßler Tobias Leemann Martin Pawelczyk Gjergji Kasneci LMTD 106 252 0 12 Oct 2022
Language Models (Mostly) Know What They Know Saurav Kadavath Tom Conerly Amanda Askell T. Henighan Dawn Drain ... Nicholas Joseph Benjamin Mann Sam McCandlish C. Olah Jared Kaplan ELM 133 833 0 11 Jul 2022
Teaching Models to Express Their Uncertainty in Words Stephanie C. Lin Jacob Hilton Owain Evans OOD 96 425 0 28 May 2022
Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings Neeraj Varshney Swaroop Mishra Chitta Baral 102 56 0 01 Mar 2022
Reducing conversational agents' overconfidence through linguistic calibration Sabrina J. Mielke Arthur Szlam Emily Dinan Y-Lan Boureau 298 170 0 30 Dec 2020
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 60 437 0 02 Dec 2020
Selective Question Answering under Domain Shift Amita Kamath Robin Jia Percy Liang OOD 58 214 0 16 Jun 2020
Are we done with ImageNet? Lucas Beyer Olivier J. Hénaff Alexander Kolesnikov Xiaohua Zhai Aaron van den Oord VLM 134 407 0 12 Jun 2020
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 321 301 0 17 Mar 2020
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 116 1,212 0 21 Aug 2018
To Trust Or Not To Trust A Classifier Heinrich Jiang Been Kim Melody Y. Guan Maya R. Gupta UQCV 179 473 0 30 May 2018
Selective Classification for Deep Neural Networks Yonatan Geifman Ran El-Yaniv CVBM 103 530 0 23 May 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 242 2,692 0 09 May 2017

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