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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...4 5 6 7 8 9 10 11 12...236 Hits 141 – 160 of 4.718 141 Investigating Numeracy of a Text-to-Text Transfer model ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021. - : Underline Science Inc., 2021 BASE Show details 142 Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chang, Baobao; Huang, Fei. - : Underline Science Inc., 2021 BASE Show details 143 On the Cross-lingual Transferability of Contextualized Sense Embeddings ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Jose; Loureiro, Daniel. - : Underline Science Inc., 2021 BASE Show details 144 TEET! Tunisian Dataset for Toxic Speech Detection ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Heger; Gharbi, Slim. - : Underline Science Inc., 2021 BASE Show details 145 Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dai, Bo; Jiang, Haoming. - : Underline Science Inc., 2021 BASE Show details 146 DMix: Distance Constrained Interpolative Mixup ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Flek, Lucie; Mukherjee, Debdoot. - : Underline Science Inc., 2021 BASE Show details 147 Revisiting Self-training for Few-shot Learning of Language Model ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chen, Yiming; Cheng, Ran. - : Underline Science Inc., 2021 BASE Show details 148 Can Language Models be Biomedical Knowledge Bases? ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jeon, Minji; Kang, Jaewoo. - : Underline Science Inc., 2021 BASE Show details 149 Capturing Speaker Incorrectness: Speaker-Focused Post-Correction for Abstractive Dialogue Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Lee, Dongyub. - : Underline Science Inc., 2021 BASE Show details 150 BERT-Beta: A Proactive Probabilistic Approach to Text Moderation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Hu, Changwei; Hu, Yifan; Tan, Fei; Yen, Kevin. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.682/ Abstract: Text moderation for user generated content, which helps to promote healthy interaction among users, has been widely studied and many machine learning models have been proposed. In this work, we explore an alternative perspective by augmenting reactive reviews with proactive forecasting. Specifically, we propose a new concept text toxicity propensity to characterize the extent to which a text tends to attract toxic comments. Beta regression is then introduced to do the probabilistic modeling, which is demonstrated to function well in comprehensive experiments. We also propose an explanation method to communicate the model decision clearly. Both propensity scoring and interpretation benefit text moderation in a novel manner. Finally, the proposed scaling mechanism for the linear model offers useful insights beyond this work. ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://underline.io/lecture/37525-bert-beta-a-proactive-probabilistic-approach-to-text-moderation https://dx.doi.org/10.48448/sagg-3962 BASE Hide details 151 BERT Cannot Align Characters ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Dufter, Philipp; Maronikolakis, Antonis. - : Underline Science Inc., 2021 BASE Show details 152 ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Garimella, Aparna. - : Underline Science Inc., 2021 BASE Show details 153 Improving Multimodal fusion via Mutual Dependency Maximisation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chapuis, Emile; Clavel, Chloé. - : Underline Science Inc., 2021 BASE Show details 154 Jump-Starting Item Parameters for Adaptive Language Tests ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Egbert, Jesse; LaFlair, Geoff. - : Underline Science Inc., 2021 BASE Show details 155 Decoding Word Embeddings with Brain-Based Semantic Features ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chersoni, Emmanuele; Huang, Chu-ren. - : Underline Science Inc., 2021 BASE Show details 156 Skim-Attention: Learning to Focus via Document Layout ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021. - : Underline Science Inc., 2021 BASE Show details 157 Automated Template Paraphrasing for Conversational Assistants ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Flek, Lucie; Vogel, Liane. - : Underline Science Inc., 2021 BASE Show details 158 AUTOSUMM: Automatic Model Creation for Text Summarization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chhaya, Niyati; Nangi, Sharmila Reddy. - : Underline Science Inc., 2021 BASE Show details 159 Understanding and Overcoming the Challenges of Efficient Transformer Quantization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Blankevoort, Tijmen; Bondarenko, Yelysei. - : Underline Science Inc., 2021 BASE Show details 160 Low-resource Taxonomy Enrichment with Pretrained Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Akimoto, Kosuke; Oyamada, Masafumi. - : Underline Science Inc., 2021 BASE Show details Page: 1...4 5 6 7 8 9 10 11 12...236

Mobile view All Catalogues UB Frankfurt Linguistik 159 IDS Mannheim 0 OLC Linguistik 10 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 8 Leibniz-Centre General Linguistics (ZAS) 2 Bibliographies BLLDB 929 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 19 MPI for Psycholinguistics 95 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 3.663 Linguistik-Repository 1 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0