Dive into the Chasm: Probing the Gap between In- and Cross-Topic
Generalization

Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization

2 February 2024

Papers citing "Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization"

9 / 9 papers shown

Title
Aligned Probing: Relating Toxic Behavior and Model Internals Andreas Waldis Vagrant Gautam Anne Lauscher Dietrich Klakow Iryna Gurevych 33 0 0 17 Mar 2025
Is the Digital Forensics and Incident Response Pipeline Ready for Text-Based Threats in LLM Era? AV Bhandarkar Ronald Wilson Anushka Swarup Mengdi Zhu Damon Woodard 29 0 0 25 Jul 2024
What Variables Affect Out-Of-Distribution Generalization in Pretrained Models? Md Yousuf Harun Kyungbok Lee Jhair Gallardo Giri Krishnan Christopher Kanan 23 2 0 23 May 2024
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study Myrthe Reuver Suzan Verberne Antske Fokkens 21 1 0 05 Apr 2024
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study Andreas Waldis Yufang Hou Iryna Gurevych 22 2 0 15 Sep 2023
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages Ehsan Aghazadeh Mohsen Fayyaz Yadollah Yaghoobzadeh 31 51 0 26 Mar 2022
Is Stance Detection Topic-Independent and Cross-topic Generalizable? -- A Reproduction Study Myrthe Reuver Suzan Verberne R. Morante Antske Fokkens 35 17 0 14 Oct 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