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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...52 Hits 81 – 100 of 1.029 81 Meta Distant Transfer Learning for Pre-trained Language Models ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Wang, Chengyu. - : Underline Science Inc., 2021 BASE Show details 82 How to Train BERT with an Academic Budget ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Berchansky, Moshe; Izsak, Peter. - : Underline Science Inc., 2021 BASE Show details 83 Improving Span Representation for Domain-adapted Coreference Resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Field, Anjalie; Gandhi, Nupoor. - : Underline Science Inc., 2021 BASE Show details 84 Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021. - : Underline Science Inc., 2021 BASE Show details 85 An Empirical Study on Multiple Information Sources for Zero-Shot Fine-Grained Entity Typing ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chen, Yi. - : Underline Science Inc., 2021 BASE Show details 86 Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bernardi, Raffaella; Testoni, Alberto. - : Underline Science Inc., 2021 BASE Show details 87 MRF-Chat: Improving Dialogue with Markov Random Fields ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Grover, Ishaan; Huggins, Matthew. - : Underline Science Inc., 2021 BASE Show details 88 Exploring Metaphoric Paraphrase Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Stowe, Kevin. - : Underline Science Inc., 2021 BASE Show details 89 CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Piyush; Akula, Arjun. - : Underline Science Inc., 2021 BASE Show details 90 Latent Hatred: A Benchmark for Understanding Implicit Hate Speech ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Anupindi, Vaishnavi; De Choudhury, Munmun. - : Underline Science Inc., 2021 BASE Show details 91 HypMix: Hyperbolic Interpolative Data Augmentation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Agarwal, Shivam; Flek, Lucie. - : Underline Science Inc., 2021 BASE Show details 92 STaCK: Sentence Ordering with Temporal Commonsense Knowledge ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ghosal, Deepanway; Majumder, Navonil. - : Underline Science Inc., 2021 BASE Show details 93 ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Bansal, Mohit; Bauer, Lisa. - : Underline Science Inc., 2021 BASE Show details 94 Weakly supervised discourse segmentation for multiparty oral conversations ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ferrané, Isabelle; Gravellier, Lila. - : Underline Science Inc., 2021 BASE Show details 95 Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chang, Kai-Wei; Hsieh, Cho-Jui. - : Underline Science Inc., 2021 BASE Show details 96 Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Liu, Daizong; Qu, Xiaoye. - : Underline Science Inc., 2021 BASE Show details 97 Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cui, Leyang; Liu, Shujie. - : Underline Science Inc., 2021 BASE Show details 98 STANKER: Stacking Network based on Level-grained Attention-masked BERT for Rumor Detection on Social Media ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Jiang, Zhihua; Li, Ran; Miao, Xin; Rao, Dongning. - : Underline Science Inc., 2021 Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.269/ Abstract: Rumor detection on social media puts pre-trained language models (LMs), such as BERT, and auxiliary features, such as comments, into use. However, on the one hand, rumor detection datasets in Chinese companies with comments are rare; on the other hand, intensive interaction of attention on Transformer-based models like BERT may hinder performance improvement. To alleviate these problems, we build a new Chinese microblog dataset named Weibo20 by collecting posts and associated comments from Sina Weibo and propose a new ensemble named STANKER (Stacking neTwork bAsed-on atteNtion-masKed BERT). STANKER adopts two level-grained attention-masked BERT (LGAM-BERT) models as base encoders. Unlike the original BERT, our new LGAM-BERT model takes comments as important auxiliary features and masks co-attention between posts and comments on lower-layers. Experiments on Weibo20 and three existing social media datasets showed that STANKER ... Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing URL: https://dx.doi.org/10.48448/pt79-6q74 https://underline.io/lecture/37337-stanker-stacking-network-based-on-level-grained-attention-masked-bert-for-rumor-detection-on-social-media BASE Hide details 99 IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Sebastian; Bahar, Syafri. - : Underline Science Inc., 2021 BASE Show details 100 SYSML: StYlometry with Structure and Multitask Learning: Implications for Darknet Forum Migrant Analysis ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Maneriker, Pranav. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5 6 7 8 9...52

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