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Kiela, Douwe (22)
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021 (5)
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Hits 1 – 20 of 22
1
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality ...
Thrush, Tristan
;
Jiang, Ryan
;
Bartolo, Max
. - : arXiv, 2022
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2
ANLIzing the Adversarial Natural Language Inference Dataset
Williams, Adina
;
Thrush, Tristan
;
Kiela, Douwe
In: Proceedings of the Society for Computation in Linguistics (2022)
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3
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Kiela, Douwe
;
Talat, Zeerak
. - : Underline Science Inc., 2021
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4
FLAVA: A Foundational Language And Vision Alignment Model ...
Singh, Amanpreet
;
Hu, Ronghang
;
Goswami, Vedanuj
. - : arXiv, 2021
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5
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Bansal, Mohit
;
Kiela, Douwe
. - : Underline Science Inc., 2021
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6
Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Bartolo, Max
;
Jia, Robin
. - : Underline Science Inc., 2021
BASE
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7
Reservoir Transformers ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Kiela, Douwe
;
Shen, Sheng
. - : Underline Science Inc., 2021
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8
Gradient-based Adversarial Attacks against Text Transformers ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
Guo, Chuan
;
Jégou, Hervé
. - : Underline Science Inc., 2021
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9
DynaSent: A Dynamic Benchmark for Sentiment Analysis ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Geiger, Atticus
;
Kiela, Douwe
. - : Underline Science Inc., 2021
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10
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Kaushik, Divyansh
;
Kiela, Douwe
. - : Underline Science Inc., 2021
BASE
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11
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little ...
The 2021 Conference on Empirical Methods in Natural Language Processing 2021
;
., Dieuwke
;
Jia, Robin
. - : Underline Science Inc., 2021
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12
Deep Artificial Neural Networks Reveal a Distributed Cortical Network Encoding Propositional Sentence-Level Meaning
Anderson, Andrew James
;
Kiela, Douwe
;
Binder, Jeffrey R.
...
In: J Neurosci (2021)
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13
Emergent Linguistic Phenomena in Multi-Agent Communication Games ...
Graesser, Laura
;
Cho, Kyunghyun
;
Kiela, Douwe
. - : arXiv, 2019
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14
Inferring concept hierarchies from text corpora via hyperbolic embeddings ...
Le, Matthew
;
Roller, Stephen
;
Papaxanthos, Laetitia
. - : ETH Zurich, 2019
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15
Inferring concept hierarchies from text corpora via hyperbolic embeddings
Roller, Stephen
;
Le, Matthew
;
Papaxanthos, Laetitia
...
In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) (2019)
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16
Countering Language Drift via Visual Grounding ...
Lee, Jason
;
Cho, Kyunghyun
;
Kiela, Douwe
. - : arXiv, 2019
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17
Emergent Translation in Multi-Agent Communication ...
Lee, Jason
;
Cho, Kyunghyun
;
Weston, Jason
. - : arXiv, 2017
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18
Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns ...
Anderson, AJ
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Kiela, Douwe
;
Clark, Stephen
;
Poesio, M
. - : Apollo - University of Cambridge Repository, 2017
Abstract:
Important advances have recently been made using computational semantic models to decode brain activity patterns associated with concepts; however, this work has almost exclusively focused on concrete nouns. How well these models extend to decoding abstract nouns is largely unknown. We address this question by applying state-of-the-art computational models to decode functional Magnetic Resonance Imaging (fMRI) activity patterns, elicited by participants reading and imagining a diverse set of both concrete and abstract nouns. One of the models we use is linguistic, exploiting the recent word2vec skipgram approach trained on Wikipedia. The second is visually grounded, using deep convolutional neural networks trained on Google Images. Dual coding theory considers concrete concepts to be encoded in the brain both linguistically and visually, and abstract concepts only linguistically. Splitting the fMRI data according to human concreteness ratings, we indeed observe that both models significantly decode the most ... : Stephen Clark is supported by ERC Starting Grant DisCoTex (306920). ...
URL:
https://www.repository.cam.ac.uk/handle/1810/263633
https://dx.doi.org/10.17863/cam.8991
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19
Virtual Embodiment: A Scalable Long-Term Strategy for Artificial Intelligence Research ...
Kiela, Douwe
;
Bulat, Luana
;
Vero, Anita L.
. - : arXiv, 2016
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20
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment ...
Vulić, Ivan
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Gerz, Daniela
;
Kiela, Douwe
. - : arXiv, 2016
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