Asking without Telling: Exploring Latent Ontologies in Contextual Representations

29 April 2020

Papers citing "Asking without Telling: Exploring Latent Ontologies in Contextual Representations"

13 / 13 papers shown

Title
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 36 10 0 27 Jul 2024
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models Hao Peng Xiaozhi Wang Shengding Hu Hailong Jin Lei Hou Juanzi Li Zhiyuan Liu Qun Liu 10 22 0 08 Nov 2022
On the Transformation of Latent Space in Fine-Tuned NLP Models Nadir Durrani Hassan Sajjad Fahim Dalvi Firoj Alam 29 18 0 23 Oct 2022
Discovering Latent Concepts Learned in BERT Fahim Dalvi A. Khan Firoj Alam Nadir Durrani Jia Xu Hassan Sajjad SSL 11 56 0 15 May 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 31 13 0 09 May 2022
Neuron-level Interpretation of Deep NLP Models: A Survey Hassan Sajjad Nadir Durrani Fahim Dalvi MILM AI4CE 22 79 0 30 Aug 2021
DirectProbe: Studying Representations without Classifiers Yichu Zhou Vivek Srikumar 27 27 0 13 Apr 2021
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics Vassilina Nikoulina Maxat Tezekbayev Nuradil Kozhakhmet Madina Babazhanova Matthias Gallé Z. Assylbekov 29 8 0 02 Mar 2021
Finding Universal Grammatical Relations in Multilingual BERT Ethan A. Chi John Hewitt Christopher D. Manning 13 151 0 09 May 2020
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 190 181 0 03 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 408 2,584 0 03 Sep 2019
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 199 882 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 297 6,950 0 20 Apr 2018