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Hits 81 – 100 of 1.405
81
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ...
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
;
Amiri, Hadi
;
Dehghani, Nazanin
. - : Underline Science Inc., 2021
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82
A Span-based Dynamic Local Attention Model for Sequential Sentence Classification ...
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
;
Shang, Xichen
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-short.26 Abstract: Sequential sentence classification aims to classify each sentence in the document based on the context in which sentences appear. Most existing work addresses this problem using a hierarchical sequence labeling network. However, they ignore considering the latent segment structure of the document, in which contiguous sentences often have coherent semantics. In this paper, we proposed a span-based dynamic local attention model that could explicitly capture the structural information by the proposed supervised dynamic local attention. We further introduce an auxiliary task called span-based classification to explore the span-level representations. Extensive experiments show that our model achieves better or competitive performance against state-of-the-art baselines on two benchmark datasets. ...
Keyword:
Computational Linguistics
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URL:
https://underline.io/lecture/25980-a-span-based-dynamic-local-attention-model-for-sequential-sentence-classification
https://dx.doi.org/10.48448/xhw7-c647
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83
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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84
2A: Sentiment Analysis, Stylistic Analysis, and Argument Mining #1 ...
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
. - : Underline Science Inc., 2021
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85
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation ...
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
;
Zhang, Wei
. - : Underline Science Inc., 2021
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86
How effective is BERT without word ordering? Implications for language understanding and data privacy ...
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
;
Hessel, Jack
;
Schofield, Alexandra
. - : Underline Science Inc., 2021
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87
GEM: Natural Language Generation, Evaluation, and Metrics - Part 4 ...
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
. - : Underline Science Inc., 2021
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88
The statistical advantage of automatic NLG metrics at the system level ...
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
;
Jia, Robin
;
Wei, Johnny
. - : Underline Science Inc., 2021
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89
Counter-Argument Generation by Attacking Weak Premises ...
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
;
Alshomary, Milad
. - : Underline Science Inc., 2021
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90
Supporting Cognitive and Emotional Empathic Writing of Students ...
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
;
Handschuh, Siegfried
;
Leimeister, Jan Marco
. - : Underline Science Inc., 2021
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91
What's in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus ...
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
;
Luccioni, Sasha
;
Viviano, Joseph
. - : Underline Science Inc., 2021
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92
Are Pretrained Convolutions Better than Pretrained 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
;
Aribandi, Vamsi
;
Bahri, Dara
. - : Underline Science Inc., 2021
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93
Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? ...
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
;
., Jordan
;
Barrow, Joe
. - : Underline Science Inc., 2021
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94
Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring ...
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
;
Agirre, Eneko
;
Artetxe, Mikel
. - : Underline Science Inc., 2021
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95
Hate Speech Detection Based on Sentiment Knowledge Sharing ...
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
;
Zhou, Xianbing
. - : Underline Science Inc., 2021
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96
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ...
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
;
diao, shizhe
. - : Underline Science Inc., 2021
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97
Tail-to-Tail Non-Autoregressive Sequence Prediction for Chinese Grammatical Error Correction ...
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
;
Li, Piji
;
Shi, Shuming
. - : Underline Science Inc., 2021
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98
WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation ...
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
;
., Alessandro
;
Cohen, Nachshon
. - : Underline Science Inc., 2021
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99
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ...
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
;
Cai, Xiangrui
;
Yuan, Xiaojie
. - : Underline Science Inc., 2021
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100
How does Attention Affect the Model? ...
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
;
Hua, Lingyu
;
Li, Qiuchi
. - : Underline Science Inc., 2021
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