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08/27/2023
Situated Natural Language Explanations
Natural language is among the most accessible tools for explaining decis...
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05/19/2023
CCGen: Explainable Complementary Concept Generation in E-Commerce
We propose and study Complementary Concept Generation (CCGen): given a c...
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10/13/2022
Predicting Fine-Tuning Performance with Probing
Large NLP models have recently shown impressive performance in language ...
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08/25/2022
OOD-Probe: A Neural Interpretation of Out-of-Domain Generalization
The ability to generalize out-of-domain (OOD) is an important goal for d...
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02/25/2022
On the data requirements of probing
As large and powerful neural language models are developed, researchers ...
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02/24/2022
Neural reality of argument structure constructions
In lexicalist linguistic theories, argument structure is assumed to be p...
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10/17/2021
Quantifying the Task-Specific Information in Text-Based Classifications
Recently, neural natural language models have attained state-of-the-art ...
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09/01/2021
An unsupervised framework for tracing textual sources of moral change
Morality plays an important role in social well-being, but people's mora...
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07/13/2021
What do writing features tell us about AI papers?
As the numbers of submissions to conferences grow quickly, the task of a...
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05/16/2021
How is BERT surprised? Layerwise detection of linguistic anomalies
Transformer language models have shown remarkable ability in detecting w...
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11/01/2020
Semantic coordinates analysis reveals language changes in the AI field
Semantic shifts can reflect changes in beliefs across hundreds of years,...
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10/01/2020
Examining the rhetorical capacities of neural language models
Recently, neural language models (LMs) have demonstrated impressive abil...
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09/15/2020
An information theoretic view on selecting linguistic probes
There is increasing interest in assessing the linguistic knowledge encod...
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11/26/2018
Robustness against the channel effect in pathological voice detection
Many people are suffering from voice disorders, which can adversely affe...
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08/20/2018
Detecting cognitive impairments by agreeing on interpretations of linguistic features
Linguistic features have shown promising applications for detecting vari...
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07/19/2018
Isolating effects of age with fair representation learning when assessing dementia
One of the most prevalent symptoms among the elderly population, dementi...
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05/23/2018
Semi-supervised classification by reaching consensus among modalities
This paper introduces transductive consensus network (TCNs), as an exten...
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10/20/2016