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81
EnvEdit: Environment Editing for Vision-and-Language Navigation ...
Li, Jialu; Tan, Hao; Bansal, Mohit. - : arXiv, 2022
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82
Homepage2Vec: Language-Agnostic Website Embedding and Classification ...
Abstract: Currently, publicly available models for website classification do not offer an embedding method and have limited support for languages beyond English. We release a dataset of more than two million category-labeled websites in 92 languages collected from Curlie, the largest multilingual human-edited Web directory. The dataset contains 14 website categories aligned across languages. Alongside it, we introduce Homepage2Vec, a machine-learned pre-trained model for classifying and embedding websites based on their homepage in a language-agnostic way. Homepage2Vec, thanks to its feature set (textual content, metadata tags, and visual attributes) and recent progress in natural language representation, is language-independent by design and generates embedding-based representations. We show that Homepage2Vec correctly classifies websites with a macro-averaged F1-score of 0.90, with stable performance across low- as well as high-resource languages. Feature analysis shows that a small subset of efficiently computable ... : Published in Proc. of ICWSM 2022 ...
Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences
URL: https://dx.doi.org/10.48550/arxiv.2201.03677
https://arxiv.org/abs/2201.03677
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83
Multilinguals at SemEval-2022 Task 11: Transformer Based Architecture for Complex NER ...
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84
A new approach to calculating BERTScore for automatic assessment of translation quality ...
Vetrov, A. A.; Gorn, E. A.. - : arXiv, 2022
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85
A New Generation of Perspective API: Efficient Multilingual Character-level Transformers ...
Lees, Alyssa; Tran, Vinh Q.; Tay, Yi. - : arXiv, 2022
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86
ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language ...
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87
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation ...
Xu, Yulin; Yang, Zhen; Meng, Fandong. - : arXiv, 2022
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88
Natural Language Descriptions of Deep Visual Features ...
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89
Learning Bidirectional Translation between Descriptions and Actions with Small Paired Data ...
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90
A Feasibility Study of Answer-Agnostic Question Generation for Education ...
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91
Language Generation for Broad-Coverage, Explainable Cognitive Systems ...
McShane, Marjorie; Leon, Ivan. - : arXiv, 2022
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92
Cross-view Brain Decoding ...
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93
Transforming UNL graphs in OWL representations ...
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94
Visio-Linguistic Brain Encoding ...
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95
Regional Negative Bias in Word Embeddings Predicts Racial Animus--but only via Name Frequency ...
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96
Linguistic communication as (inverse) reward design ...
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97
Neural Topic Modeling of Psychotherapy Sessions ...
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98
Grounding Hindsight Instructions in Multi-Goal Reinforcement Learning for Robotics ...
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99
Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity ...
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100
Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding ...
Chen, Zeming; Gao, Qiyue. - : arXiv, 2022
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