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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
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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
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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
;
Kiela, Douwe
;
Nickel, Maximilian
In: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) (2019)
Abstract:
We consider the task of inferring is-a relationships from large text corpora. For this purpose, we propose a new method combining hyperbolic embeddings and Hearst patterns. This approach allows us to set appropriate constraints for inferring concept hierarchies from distributional contexts while also being able to predict missing is -a-relationships and to correct wrong extractions. Moreover - and in contrast with other methods - the hierarchical nature of hyperbolic space allows us to learn highly efficient representations and to improve the taxonomic consistency of the inferred hierarchies. Experimentally, we show that our approach achieves state-of-the-art performance on several commonly-used benchmarks.
URL:
https://hdl.handle.net/20.500.11850/445083
https://doi.org/10.3929/ethz-b-000445083
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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
;
Kiela, Douwe
;
Clark, Stephen
. - : Apollo - University of Cambridge Repository, 2017
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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
;
Gerz, Daniela
;
Kiela, Douwe
. - : arXiv, 2016
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