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Deriving Contextualised Semantic Features from BERT (and Other
  Transformer Model) Embeddings

Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings

Workshop on Representation Learning for NLP (RepL4NLP), 2020
30 December 2020
Jacob Turton
D. Vinson
Robert Smith
ArXiv (abs)PDFHTML

Papers citing "Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings"

9 / 9 papers shown
From Embeddings to Equations: Genetic-Programming Surrogates for Interpretable Transformer Classification
From Embeddings to Equations: Genetic-Programming Surrogates for Interpretable Transformer Classification
M. S. Khorshidi
Navid Yazdanjue
Hassan Gharoun
M. Nikoo
Fang Chen
Amir H. Gandomi
202
1
0
16 Sep 2025
Contrast-CAT: Contrasting Activations for Enhanced Interpretability in Transformer-based Text Classifiers
Contrast-CAT: Contrasting Activations for Enhanced Interpretability in Transformer-based Text ClassifiersConference on Uncertainty in Artificial Intelligence (UAI), 2025
Sungmin Han
Jeonghyun Lee
Sangkyun Lee
302
2
0
27 Jul 2025
Highlighting Case Studies in LLM Literature Review of Interdisciplinary System Science
Highlighting Case Studies in LLM Literature Review of Interdisciplinary System ScienceApplied Informatics (AI), 2025
Lachlan McGinness
Peter Baumgartner
228
3
0
16 Mar 2025
AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based
  Chatbots Utilizing Private Data
AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data
Xinjie Zhao
Moritz Blum
Rui Yang
Boming Yang
Luis Márquez Carpintero
...
Haoyang Li
Yanran Fu
Rongpin Wang
Juntao Zhang
Irene Li
276
13
0
15 Oct 2024
A Method for Studying Semantic Construal in Grammatical Constructions
  with Interpretable Contextual Embedding Spaces
A Method for Studying Semantic Construal in Grammatical Constructions with Interpretable Contextual Embedding SpacesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Gabriella Chronis
Kyle Mahowald
K. Erk
252
14
0
29 May 2023
Using BERT Embeddings to Model Word Importance in Conversational
  Transcripts for Deaf and Hard of Hearing Users
Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users
Akhter Al Amin
Saad Hassan
Cecilia Ovesdotter Alm
Matt Huenerfauth
176
6
0
24 Jun 2022
BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking
  Framework for Definition Modeling
BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition ModelingInternational Workshop on Semantic Evaluation (SemEval), 2022
Cunliang Kong
Yujie Wang
Ruining Chong
Liner Yang
Hengyuan Zhang
Erhong Yang
Yaping Huang
174
9
0
16 Apr 2022
Consistency and Coherence from Points of Contextual Similarity
Consistency and Coherence from Points of Contextual Similarity
Oleg V. Vasilyev
John Bohannon
HILM
258
1
0
22 Dec 2021
Differentiating Approach and Avoidance from Traditional Notions of
  Sentiment in Economic Contexts
Differentiating Approach and Avoidance from Traditional Notions of Sentiment in Economic ContextsSocial Science Research Network (SSRN), 2021
Jacob Turton
A. Kabiri
D. Tuckett
Robert Smith
D. Vinson
96
1
0
05 Dec 2021
1
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