Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks

9 August 2024

Papers citing "Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks"

9 / 9 papers shown

Title
ICL CIPHERS: Quantifying "Learning'' in In-Context Learning via Substitution Ciphers Zhouxiang Fang Aayush Mishra Muhan Gao Anqi Liu Daniel Khashabi 42 0 0 28 Apr 2025
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond Qiongxiu Li Xiaoyu Luo Yiyi Chen Johannes Bjerva 43 0 0 10 Mar 2025
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics Yaniv Nikankin Anja Reusch Aaron Mueller Yonatan Belinkov AIFin LRM 33 21 0 28 Oct 2024
Undesirable Memorization in Large Language Models: A Survey Ali Satvaty Suzan Verberne Fatih Turkmen ELM PILM 67 7 0 03 Oct 2024
Demystifying Verbatim Memorization in Large Language Models Jing Huang Diyi Yang Christopher Potts ELM PILM MU 45 19 0 25 Jul 2024
Memorisation Cartography: Mapping out the Memorisation-Generalisation Continuum in Neural Machine Translation Verna Dankers Ivan Titov Dieuwke Hupkes 33 5 0 09 Nov 2023
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech Mai Elsherief Caleb Ziems D. Muchlinski Vaishnavi Anupindi Jordyn Seybolt M. D. Choudhury Diyi Yang 87 233 0 11 Sep 2021
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 199 876 0 03 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018