Quantifying the Contextualization of Word Representations with Semantic
Class Probing

Quantifying the Contextualization of Word Representations with Semantic Class Probing

25 April 2020

Yadollah Yaghoobzadeh

Hinrich Schütze

Papers citing "Quantifying the Contextualization of Word Representations with Semantic Class Probing"

10 / 10 papers shown

Title
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models Muhammad Jehanzeb Mirza Mengjie Zhao Zhuoyuan Mao Sivan Doveh Wei Lin ... Yuki Mitsufuji Horst Possegger Rogerio Feris Leonid Karlinsky James Glass VLM 84 1 0 08 Oct 2024
SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings Jan Engler Sandipan Sikdar Marlene Lutz M. Strohmaier 32 7 0 11 Jan 2023
Visual Comparison of Language Model Adaptation Rita Sevastjanova E. Cakmak Shauli Ravfogel Ryan Cotterell Mennatallah El-Assady VLM 41 16 0 17 Aug 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages Ehsan Aghazadeh Mohsen Fayyaz Yadollah Yaghoobzadeh 33 51 0 26 Mar 2022
Putting Words in BERT's Mouth: Navigating Contextualized Vector Spaces with Pseudowords Taelin Karidi Yichu Zhou Nathan Schneider Omri Abend Vivek Srikumar 86 13 0 23 Sep 2021
Positional Artefacts Propagate Through Masked Language Model Embeddings Ziyang Luo Artur Kulmizev Xiaoxi Mao 29 41 0 09 Nov 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 198 181 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 201 882 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 6,959 0 20 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016