Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings

23 September 2019

Papers citing "Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings"

20 / 20 papers shown

Title
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations Aina Garí Soler Matthieu Labeau Chloé Clavel VLM 34 2 0 22 Feb 2024
Word sense extension Lei Yu Yang Xu 19 4 0 09 Jun 2023
Dynamic Named Entity Recognition Tristan Luiggi Laure Soulier Vincent Guigue Siwar Jendoubi Aurélien Baelde 28 0 0 16 Feb 2023
Construction Grammar Provides Unique Insight into Neural Language Models Leonie Weissweiler Taiqi He Naoki Otani David R. Mortensen Lori S. Levin Hinrich Schütze 13 13 0 04 Feb 2023
Representing Affect Information in Word Embeddings Yuhan Zhang Wenqi Chen Ruihan Zhang Xiajie Zhang CVBM 44 3 0 21 Sep 2022
How to Dissect a Muppet: The Structure of Transformer Embedding Spaces Timothee Mickus Denis Paperno Mathieu Constant 17 19 0 07 Jun 2022
Improving Contextual Representation with Gloss Regularized Pre-training Yu Lin Zhecheng An Peihao Wu Zejun Ma 19 5 0 13 May 2022
Geographic Adaptation of Pretrained Language Models Valentin Hofmann Goran Glavavs Nikola Ljubevsić J. Pierrehumbert Hinrich Schütze VLM 21 16 0 16 Mar 2022
A Comparative Study of Transformers on Word Sense Disambiguation Avi Chawla Nidhi Mulay Vikas Bishnoi Gaurav Dhama Dr. Anil Kumar Singh 14 4 0 30 Nov 2021
A comparative evaluation and analysis of three generations of Distributional Semantic Models Alessandro Lenci Magnus Sahlgren Patrick Jeuniaux Amaru Cuba Gyllensten Martina Miliani 24 50 0 20 May 2021
Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses Aina Garí Soler Marianna Apidianaki MILM 201 68 0 29 Apr 2021
Characterizing English Variation across Social Media Communities with BERT L. Lucy David Bamman 16 35 0 12 Feb 2021
The Devil is in the Details: Evaluating Limitations of Transformer-based Methods for Granular Tasks Brihi Joshi Neil Shah Francesco Barbieri Leonardo Neves 31 5 0 02 Nov 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 29 51 0 23 Oct 2020
Word meaning in minds and machines Brenden Lake G. Murphy NAI 15 117 0 04 Aug 2020
BERTology Meets Biology: Interpreting Attention in Protein Language Models Jesse Vig Ali Madani L. Varshney Caiming Xiong R. Socher Nazneen Rajani 15 288 0 26 Jun 2020
Capturing Evolution in Word Usage: Just Add More Clusters? Matej Martinc Syrielle Montariol Elaine Zosa Lidia Pivovarova 35 47 0 18 Jan 2020
Right-wing German Hate Speech on Twitter: Analysis and Automatic Detection S. Jaki T. Smedt 21 58 0 16 Oct 2019
Resource-Size matters: Improving Neural Named Entity Recognition with Optimized Large Corpora Sajawel Ahmed Alexander Mehler NAI 12 8 0 26 Jul 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 252 13,364 0 25 Aug 2014