Does My Representation Capture X? Probe-Ably

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Does My Representation Capture X? Probe-Ably

12 April 2021

Deborah Ferreira

Mokanarangan Thayaparan

Marco Valentino

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Papers citing "Does My Representation Capture X? Probe-Ably"

8 / 8 papers shown

Title
Enhancing Robustness in Biomedical NLI Models: A Probing Approach for Clinical Trials Ata Mustafa AAML 59 0 0 04 Feb 2024
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders Yingji Zhang Marco Valentino Danilo S. Carvalho Ian Pratt-Hartmann André Freitas DRL 82 7 0 14 Nov 2023
Montague semantics and modifier consistency measurement in neural language models Danilo S. Carvalho Edoardo Manino Julia Rozanova Lucas C. Cordeiro André Freitas 90 0 0 10 Oct 2022
Transformers and the representation of biomedical background knowledge Oskar Wysocki Zili Zhou Paul O'Regan D. Ferreira Magdalena Wysocka Dónal Landers Idiap Research Institute MedIm 98 14 0 04 Feb 2022
Do Transformers Encode a Foundational Ontology? Probing Abstract Classes in Natural Language Mael Jullien Marco Valentino André Freitas 64 9 0 25 Jan 2022
Decomposing Natural Logic Inferences in Neural NLI Julia Rozanova Deborah Ferreira Marco Valentino Mokanrarangan Thayaparan André Freitas NAI LRM 43 4 0 15 Dec 2021
Grounding Natural Language Instructions: Can Large Language Models Capture Spatial Information? Julia Rozanova Deborah Ferreira K. Dubba Weiwei Cheng Dell Zhang André Freitas LM&Ro 64 10 0 17 Sep 2021
The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models Ian Tenney James Wexler Jasmijn Bastings Tolga Bolukbasi Andy Coenen ... Ellen Jiang Mahima Pushkarna Carey Radebaugh Emily Reif Ann Yuan VLM 130 196 0 12 Aug 2020

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