1 |
Episodic memory demands modulate novel metaphor use during event narration
|
|
|
|
In: Proceedings of the Annual Meeting of the Cognitive Science Society, vol 43, iss 43 (2021)
|
|
BASE
|
|
Show details
|
|
2 |
Multilingual and cross-lingual document classification: A meta-learning approach ...
|
|
|
|
BASE
|
|
Show details
|
|
3 |
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? ...
|
|
|
|
BASE
|
|
Show details
|
|
4 |
Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? ...
|
|
|
|
Abstract:
In this paper, we investigate what types of stereotypical information are captured by pretrained language models. We present the first dataset comprising stereotypical attributes of a range of social groups and propose a method to elicit stereotypes encoded by pretrained language models in an unsupervised fashion. Moreover, we link the emergent stereotypes to their manifestation as basic emotions as a means to study their emotional effects in a more generalized manner. To demonstrate how our methods can be used to analyze emotion and stereotype shifts due to linguistic experience, we use fine-tuning on news sources as a case study. Our experiments expose how attitudes towards different social groups vary across models and how quickly emotions and stereotypes can shift at the fine-tuning stage. ...
|
|
Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
|
|
URL: https://dx.doi.org/10.48550/arxiv.2109.10052 https://arxiv.org/abs/2109.10052
|
|
BASE
|
|
Hide details
|
|
5 |
Cross-neutralising: Probing for joint encoding of linguistic information in multilingual models ...
|
|
|
|
BASE
|
|
Show details
|
|
6 |
Joint Modelling of Emotion and Abusive Language Detection ...
|
|
|
|
BASE
|
|
Show details
|
|
7 |
What does it mean to be language-agnostic? Probing multilingual sentence encoders for typological properties ...
|
|
|
|
BASE
|
|
Show details
|
|
8 |
SemEval-2020 Task 2: Predicting multilingual and cross-lingual (graded) lexical entailment
|
|
|
|
BASE
|
|
Show details
|
|
9 |
Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension Using Distributional Semantic Models
|
|
|
|
In: Transactions of the Association for Computational Linguistics, Vol 8, Pp 231-246 (2020) (2020)
|
|
BASE
|
|
Show details
|
|
10 |
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing
|
|
|
|
In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-02425462 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2019, 45 (3), pp.559-601. ⟨10.1162/coli_a_00357⟩ ; https://www.mitpressjournals.org/doi/abs/10.1162/coli_a_00357 (2019)
|
|
BASE
|
|
Show details
|
|
11 |
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification. ...
|
|
|
|
BASE
|
|
Show details
|
|
12 |
Abusive Language Detection with Graph Convolutional Networks ...
|
|
|
|
BASE
|
|
Show details
|
|
13 |
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings ...
|
|
|
|
BASE
|
|
Show details
|
|
14 |
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification ...
|
|
|
|
BASE
|
|
Show details
|
|
15 |
Abusive Language Detection with Graph Convolutional Networks ...
|
|
|
|
BASE
|
|
Show details
|
|
16 |
Tackling Online Abuse: A Survey of Automated Abuse Detection Methods ...
|
|
|
|
BASE
|
|
Show details
|
|
17 |
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing ...
|
|
|
|
BASE
|
|
Show details
|
|
19 |
Learning Outside the Box: Discourse-level Features Improve Metaphor Identification.
|
|
|
|
BASE
|
|
Show details
|
|
20 |
Abusive Language Detection with Graph Convolutional Networks
|
|
|
|
BASE
|
|
Show details
|
|
|
|