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1
USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation ...
Belouadi, Jonas; Eger, Steffen. - : arXiv, 2022
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2
Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ...
Zhao, Wei; Eger, Steffen. - : arXiv, 2022
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3
Towards Explainable Evaluation Metrics for Natural Language Generation ...
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4
End-to-end style-conditioned poetry generation: What does it take to learn from examples alone? ...
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5
Better than Average: Paired Evaluation of NLP systems ...
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6
Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset ...
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7
BERT-Defense: A Probabilistic Model Based on BERT to Combat Cognitively Inspired Orthographic Adversarial Attacks ...
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8
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors ...
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9
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors ...
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10
Inducing Language-Agnostic Multilingual Representations ...
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11
Probing Multilingual BERT for Genetic and Typological Signals ...
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12
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ...
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13
How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation ...
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14
Vec2Sent: Probing Sentence Embeddings With Natural Language Generation ...
Abstract: We unveil the language encoded in sentence embeddings by conditionally generating from them. We perceive of this as a new unsupervised probing task and show that it correlates well with downstream task performance. We also illustrate how the language generated from different encoders differs. We apply our approach to generate sentence analogies from sentence embeddings. ...
Keyword: Computer and Information Science; Natural Language Processing; Neural Network
URL: https://dx.doi.org/10.48448/9kac-5d21
https://underline.io/lecture/6223-vec2sent-probing-sentence-embeddings-with-natural-language-generation
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15
From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks ...
Eger, Steffen; Benz, Yannik. - : arXiv, 2020
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16
On the limitations of cross-lingual encoders as exposed by reference-free machine translation evaluation
Zhao, Wei; Glavaš, Goran; Peyrard, Maxime. - : Association for Computational Linguistics, 2020
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17
On aligning OpenIE extractions with Knowledge Bases: A case study
Gashteovski, Kiril; Gemulla, Rainer; Kotnis, Bhushan. - : Association for Computational Linguistics (ACL), 2020
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18
Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry ...
Haider, Thomas; Eger, Steffen. - : arXiv, 2019
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19
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need! ...
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20
What is the Essence of a Claim? Cross-Domain Claim Identification ...
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