Enhancing Self-Consistency and Performance of Pre-Trained Language
Models through Natural Language Inference

Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference

21 November 2022

William S. Armstrong

Christopher D. Manning

Papers citing "Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference"

14 / 14 papers shown

Title
Consistency in Language Models: Current Landscape, Challenges, and Future Directions Jekaterina Novikova Carol Anderson Borhane Blili-Hamelin Subhabrata Majumdar HILM 73 0 0 01 May 2025
Beyond the Singular: The Essential Role of Multiple Generations in Effective Benchmark Evaluation and Analysis Wenbo Zhang Hengrui Cai Wenyu Chen 82 0 0 17 Feb 2025
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation Bairu Hou Yang Zhang Jacob Andreas Shiyu Chang 77 5 0 11 Jun 2024
The Trickle-down Impact of Reward (In-)consistency on RLHF Lingfeng Shen Sihao Chen Linfeng Song Lifeng Jin Baolin Peng Haitao Mi Daniel Khashabi Dong Yu 40 21 0 28 Sep 2023
Zero-shot Learning with Minimum Instruction to Extract Social Determinants and Family History from Clinical Notes using GPT Model Neel Jitesh Bhate Ansh Mittal Zhe He Xiao Luo 32 12 0 11 Sep 2023
Semantic Consistency for Assuring Reliability of Large Language Models Harsh Raj Vipul Gupta Domenic Rosati S. Majumdar HILM 110 14 0 17 Aug 2023
No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference Animesh Nighojkar Antonio Laverghetta John Licato 36 4 0 16 Jun 2023
Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models Fengzhu Zeng Wei Gao 23 5 0 05 Jun 2023
Language Models with Rationality Nora Kassner Oyvind Tafjord Ashish Sabharwal Kyle Richardson Hinrich Schütze Peter Clark ReLM KELM LRM 20 15 0 23 May 2023
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations Jaehun Jung Lianhui Qin Sean Welleck Faeze Brahman Chandra Bhagavatula Ronan Le Bras Yejin Choi ReLM LRM 229 190 0 24 May 2022
Fast Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Chelsea Finn Christopher D. Manning KELM 230 343 0 21 Oct 2021
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief Nora Kassner Oyvind Tafjord Hinrich Schütze Peter Clark KELM LRM 245 64 0 29 Sep 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 272 347 0 01 Feb 2021
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 160 157 0 20 Oct 2020