Probing for Semantic Classes: Diagnosing the Meaning Content of Word
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Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings

9 June 2019

Yadollah Yaghoobzadeh

Timothy J. Hazen

Hinrich Schütze

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Papers citing "Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings"

18 / 18 papers shown

Title
LLaMAs Have Feelings Too: Unveiling Sentiment and Emotion Representations in LLaMA Models Through Probing Dario Di Palma Alessandro De Bellis Giovanni Servedio Vito Walter Anelli Fedelucio Narducci Tommaso Di Noia MILM 54 0 0 22 May 2025
DeepCodeProbe: Towards Understanding What Models Trained on Code Learn Vahid Majdinasab Amin Nikanjam Foutse Khomh 65 1 0 11 Jul 2024
Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses? Avi Shmidman C. Shmidman Dan Bareket Moshe Koppel Reut Tsarfaty 31 4 0 11 May 2024
Transformers, Contextualism, and Polysemy J. Grindrod 86 3 0 15 Apr 2024
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 95 28 0 14 Mar 2023
Construction Grammar Provides Unique Insight into Neural Language Models Leonie Weissweiler Taiqi He Naoki Otani David R. Mortensen Lori S. Levin Hinrich Schütze 65 15 0 04 Feb 2023
Probing of Quantitative Values in Abstractive Summarization Models Nathan M. White 69 0 0 03 Oct 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages Ehsan Aghazadeh Mohsen Fayyaz Yadollah Yaghoobzadeh 60 53 0 26 Mar 2022
GausSetExpander: A Simple Approach for Entity Set Expansion Aissatou Diallo Johannes Furnkranz 45 0 0 28 Feb 2022
A Closer Look at How Fine-tuning Changes BERT Yichu Zhou Vivek Srikumar 82 68 0 27 Jun 2021
Improving Entity Linking through Semantic Reinforced Entity Embeddings Feng Hou Ruili Wang Jun He Yi Zhou AI4TS 77 39 0 16 Jun 2021
Inspecting the concept knowledge graph encoded by modern language models Carlos Aspillaga Marcelo Mendoza Alvaro Soto 72 13 0 27 May 2021
DirectProbe: Studying Representations without Classifiers Yichu Zhou Vivek Srikumar 97 29 0 13 Apr 2021
Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case Adam Dahlgren Lindström Suna Bensch Johanna Björklund F. Drewes 61 20 0 22 Feb 2021
An information theoretic view on selecting linguistic probes Zining Zhu Frank Rudzicz 63 19 0 15 Sep 2020
Analysis and Evaluation of Language Models for Word Sense Disambiguation Daniel Loureiro Kiamehr Rezaee Mohammad Taher Pilehvar Jose Camacho-Collados 87 14 0 26 Aug 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing Mengjie Zhao Philipp Dufter Yadollah Yaghoobzadeh Hinrich Schütze 83 27 0 25 Apr 2020
Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems N. Tomashenko C. Raymond Antoine Caubrière R. Mori Yannick Esteve 82 15 0 14 Feb 2020