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Jaap Jumelet

Language Science (South Korea)(KR)

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Text Readability and Simplification, Explainable Artificial Intelligence (XAI), Language and cultural evolution

Most-Cited Works

→ Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items(2018)62 cited
→ Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations(2022)48 cited
→ diagNNose: A Library for Neural Activation Analysis(2020)8 cited
→ Feature Interactions Reveal Linguistic Structure in Language Models(2023)6 cited
→ The Birth of Bias: A case study on the evolution of gender bias in an English language model(2022)6 cited
→ Filtered Corpus Training (FiCT) Shows that Language Models Can Generalize from Indirect Evidence(2024)4 cited
→ Do Language Models Exhibit Human-like Structural Priming Effects?(2024)3 cited
→ DecoderLens: Layerwise Interpretation of Encoder-Decoder Transformers(2024)2 cited

Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items