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Explaining and Improving BERT Performance on Lexical Semantic Change
  Detection

Explaining and Improving BERT Performance on Lexical Semantic Change Detection

Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
12 March 2021
Severin Laicher
Sinan Kurtyigit
Dominik Schlechtweg
Jonas Kuhn
Sabine Schulte im Walde
ArXiv (abs)PDFHTML

Papers citing "Explaining and Improving BERT Performance on Lexical Semantic Change Detection"

28 / 28 papers shown
SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection
SCDTour: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection
Taichi Aida
Danushka Bollegala
145
2
0
15 Sep 2025
Tracing the Development of the Virtual Particle Concept Using Semantic
  Change Detection
Tracing the Development of the Virtual Particle Concept Using Semantic Change DetectionWorkshop on Computational Humanities Research (CHR), 2024
Michael Zichert
Adrian Wüthrich
229
1
0
22 Oct 2024
Deep-change at AXOLOTL-24: Orchestrating WSD and WSI Models for Semantic
  Change Modeling
Deep-change at AXOLOTL-24: Orchestrating WSD and WSI Models for Semantic Change ModelingWorkshop on Computational Approaches to Historical Language Change (CAHLC), 2024
Denis Kokosinskii
Mikhail Kuklin
Nikolay Arefyev
278
1
0
09 Aug 2024
Investigating the Contextualised Word Embedding Dimensions Responsible
  for Contextual and Temporal Semantic Changes
Investigating the Contextualised Word Embedding Dimensions Responsible for Contextual and Temporal Semantic Changes
Taichi Aida
Danushka Bollegala
288
0
0
03 Jul 2024
Using Synchronic Definitions and Semantic Relations to Classify Semantic
  Change Types
Using Synchronic Definitions and Semantic Relations to Classify Semantic Change Types
Pierluigi Cassotti
S. Pascale
Nina Tahmasebi
317
8
0
05 Jun 2024
Analyzing Semantic Change through Lexical Replacements
Analyzing Semantic Change through Lexical Replacements
Francesco Periti
Pierluigi Cassotti
Haim Dubossarsky
Nina Tahmasebi
285
21
0
29 Apr 2024
The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks
The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks
Dominik Schlechtweg
S. Virk
Nikolay Arefyev
370
5
0
29 Mar 2024
Detection of Non-recorded Word Senses in English and Swedish
Detection of Non-recorded Word Senses in English and Swedish
Jonathan Lautenschlager
Emma Sköldberg
Simon Hengchen
Dominik Schlechtweg
362
4
0
04 Mar 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change
  Detection
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection
Taichi Aida
Danushka Bollegala
399
10
0
01 Mar 2024
The Impact of Word Splitting on the Semantic Content of Contextualized
  Word Representations
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations
Aina Garí Soler
Matthieu Labeau
Chloé Clavel
VLM
277
5
0
22 Feb 2024
A Systematic Comparison of Contextualized Word Embeddings for Lexical
  Semantic Change
A Systematic Comparison of Contextualized Word Embeddings for Lexical Semantic Change
Francesco Periti
Nina Tahmasebi
416
33
0
19 Feb 2024
Graph-based Clustering for Detecting Semantic Change Across Time and
  Languages
Graph-based Clustering for Detecting Semantic Change Across Time and Languages
Xianghe Ma
Michael Strube
Wei Zhao
389
12
0
01 Feb 2024
(Chat)GPT v BERT: Dawn of Justice for Semantic Change Detection
(Chat)GPT v BERT: Dawn of Justice for Semantic Change Detection
Francesco Periti
Haim Dubossarsky
Nina Tahmasebi
AI4MH
372
15
0
25 Jan 2024
Mindful Explanations: Prevalence and Impact of Mind Attribution in XAI
  Research
Mindful Explanations: Prevalence and Impact of Mind Attribution in XAI Research
Susanne Hindennach
Lei Shi
Filip Miletić
Andreas Bulling
197
8
0
19 Dec 2023
$\textit{Swap and Predict}$ -- Predicting the Semantic Changes in Words
  across Corpora by Context Swapping
Swap and Predict\textit{Swap and Predict}Swap and Predict -- Predicting the Semantic Changes in Words across Corpora by Context SwappingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Taichi Aida
Danushka Bollegala
339
7
0
16 Oct 2023
CCAE: A Corpus of Chinese-based Asian Englishes
CCAE: A Corpus of Chinese-based Asian EnglishesNatural Language Processing and Chinese Computing (NLPCC), 2023
Yang Liu
Melissa Xiaohui Qin
Long Wang
Chao-Wei Huang
292
0
0
09 Oct 2023
Characterizing and Measuring Linguistic Dataset Drift
Characterizing and Measuring Linguistic Dataset DriftAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Tyler A. Chang
Kishaloy Halder
Neha Ann John
Yogarshi Vyas
Yassine Benajiba
Miguel Ballesteros
Dan Roth
324
4
0
26 May 2023
Unsupervised Semantic Variation Prediction using the Distribution of
  Sibling Embeddings
Unsupervised Semantic Variation Prediction using the Distribution of Sibling EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Taichi Aida
Danushka Bollegala
317
12
0
15 May 2023
Computational modeling of semantic change
Computational modeling of semantic changeConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Nina Tahmasebi
Haim Dubossarsky
368
8
0
13 Apr 2023
A Survey on Contextualised Semantic Shift Detection
A Survey on Contextualised Semantic Shift DetectionACM Computing Surveys (ACM Comput. Surv.), 2023
S. Montanelli
Francesco Periti
ObjDAI4TS
263
49
0
04 Apr 2023
Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC
Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC
Ze Chen
Kangxu Wang
Zijian Cai
Jiewen Zheng
Jiarong He
Max Gao
Jason Zhang
MoE
186
3
0
07 Nov 2022
A Greek Parliament Proceedings Dataset for Computational Linguistics and
  Political Analysis
A Greek Parliament Proceedings Dataset for Computational Linguistics and Political AnalysisNeural Information Processing Systems (NeurIPS), 2022
Konstantina Dritsa
Kaiti Thoma
John Pavlopoulos
Panos Louridas
AILaw
219
5
0
23 Oct 2022
BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical
  Semantic Change Detection
BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change DetectionWorkshop on Computational Approaches to Historical Language Change (LChange), 2022
Artem Kudisov
N. Arefyev
187
3
0
07 Jun 2022
LSCDiscovery: A shared task on semantic change discovery and detection
  in Spanish
LSCDiscovery: A shared task on semantic change discovery and detection in SpanishWorkshop on Computational Approaches to Historical Language Change (LChange), 2022
Frank D. Zamora-Reina
Felipe Bravo-Marquez
Dominik Schlechtweg
248
23
0
13 May 2022
Slangvolution: A Causal Analysis of Semantic Change and Frequency
  Dynamics in Slang
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in SlangAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Daphna Keidar
Andreas Opedal
Zhijing Jin
Mrinmaya Sachan
283
28
0
09 Mar 2022
Temporal Attention for Language Models
Temporal Attention for Language Models
Guy D. Rosin
Kira Radinsky
VLM
395
41
0
04 Feb 2022
Text analysis and deep learning: A network approach
Text analysis and deep learning: A network approach
Ingo Marquart
232
0
0
08 Oct 2021
Lexical Semantic Change Discovery
Lexical Semantic Change DiscoveryAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Sinan Kurtyigit
Maike Park
Dominik Schlechtweg
Jonas Kuhn
Sabine Schulte im Walde
274
37
0
06 Jun 2021
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