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06/30/2023
Of Spiky SVDs and Music Recommendation
The truncated singular value decomposition is a widely used methodology ...
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02/16/2023
Dynamic Named Entity Recognition
Named Entity Recognition (NER) is a challenging and widely studied task ...
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07/21/2022
Learning Unsupervised Hierarchies of Audio Concepts
Music signals are difficult to interpret from their low-level features, ...
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09/24/2021
Separating Retention from Extraction in the Evaluation of End-to-end Relation Extraction
State-of-the-art NLP models can adopt shallow heuristics that limit thei...
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04/26/2021
Towards Rigorous Interpretations: a Formalisation of Feature Attribution
Feature attribution is often loosely presented as the process of selecti...
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09/22/2020
Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!
Despite efforts to distinguish three different evaluation setups (Bekoul...
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01/22/2020
Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization
Contextualized embeddings use unsupervised language model pretraining to...
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12/17/2014