Entropy Guided Extrapolative Decoding to Improve Factuality in Large
Language Models

Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models

14 April 2024

Linfeng Song

Dong Yu

Papers citing "Entropy Guided Extrapolative Decoding to Improve Factuality in Large Language Models"

4 / 4 papers shown

Title
REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy Haw-Shiuan Chang Nanyun Peng Mohit Bansal Anil Ramakrishna Tagyoung Chung HILM 20 2 0 11 Jun 2024
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker Sukmin Cho Soyeong Jeong Jeongyeon Seo Jong C. Park OffRL 45 23 0 23 May 2023
StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models Adam Livska Tomávs Kovciský E. Gribovskaya Tayfun Terzi Eren Sezener ... Susannah Young Ellen Gilsenan-McMahon Sophia Austin Phil Blunsom Angeliki Lazaridou KELM 215 89 0 23 May 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 242 460 0 06 Jan 2021