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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5 6 7 8 9...63 Hits 81 – 100 of 1.255 81 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 BASE Show details 82 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 BASE Show details 83 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 BASE Show details 84 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 BASE Show details 85 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 BASE Show details 86 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 BASE Show details 87 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 BASE Show details 88 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 BASE Show details 89 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 BASE Show details 90 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 BASE Show details 91 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 Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.259 Abstract: Large pre-trained models such as BERT are known to improve different downstream NLP tasks, even when such a model is trained on a generic domain. Moreover, recent studies have shown that when large domain-specific corpora are available, continued pre-training on domain-specific data can further improve the performance of in-domain tasks. However, this practice requires significant domain-specific data and computational resources which may not always be available. In this paper, we aim to adapt a generic pretrained model with a relatively small amount of domain-specific data. We demonstrate that by explicitly incorporating multi-granularity information of unseen and domain-specific words via the adaptation of (word based) n-grams, the performance of a generic pretrained model can be greatly improved. Specifically, we introduce a Transformer-based Domain-aware N-gram Adaptor, T-DNA, to effectively learn and incorporate the semantic ... Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics URL: https://dx.doi.org/10.48448/yw8k-fy60 https://underline.io/lecture/25595-taming-pre-trained-language-models-with-n-gram-representations-for-low-resource-domain-adaptation BASE Hide details 92 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 BASE Show details 93 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 BASE Show details 94 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 BASE Show details 95 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 BASE Show details 96 Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance ... 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; Su, Dan; yu, volunteerTiezheng. - : Underline Science Inc., 2021 BASE Show details 97 Missing Modality Imagination Network for Emotion Recognition with Uncertain Missing Modalities ... 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; Jin, Qin; Li, Ruichen. - : Underline Science Inc., 2021 BASE Show details 98 Neural Machine Translation with Monolingual Translation Memory ... 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; ., Wai; Cai, Deng. - : Underline Science Inc., 2021 BASE Show details 99 Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Conversational Systems ... 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; Appel, Ana Paula; Candello, Heloisa. - : Underline Science Inc., 2021 BASE Show details 100 Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ... 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; Jiang, Jing; LAN, YUNSHI. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5 6 7 8 9...63

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