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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 Hits 1 – 20 of 36 1 Pairwise embedding for event coreference resolution Hu, Yanda. - 2022 BASE Show details 2 Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Han, Jiawei; Huang, Jiaxin. - : Underline Science Inc., 2021 BASE Show details 3 Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation ... 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; Ji, Heng; Kriman, Samuel. - : Underline Science Inc., 2021 BASE Show details 4 Stage-wise Fine-tuning for Graph-to-Text Generation ... 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; Ji, Heng; Lin, Victoria. - : Underline Science Inc., 2021 BASE Show details 5 HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction ... 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; Hockenmaier, Julia; Ji, Heng. - : Underline Science Inc., 2021 BASE Show details 6 Lifelong Event Detection with Knowledge Transfer ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Ji, Heng; Natarajan, Premkumar. - : Underline Science Inc., 2021 BASE Show details 7 InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News 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; Bansal, Mohit; Chang, Shih-Fu. - : Underline Science Inc., 2021 BASE Show details 8 Learning Shared Semantic Space for Speech-to-Text Translation ... 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; Han, Chi; Ji, Heng. - : Underline Science Inc., 2021 BASE Show details 9 Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference ... 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; Ji, Heng; Lai, Tuan. - : Underline Science Inc., 2021 BASE Show details 10 Event-Centric Natural Language Processing ... 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; Chen, Muhao; Ji, Heng. - : Underline Science Inc., 2021 BASE Show details 11 The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cho, Kyunghyun; Han, Jiawei. - : Underline Science Inc., 2021 BASE Show details 12 VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ... 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; Ferritto, Anthony; Florian, Radu. - : Underline Science Inc., 2021 BASE Show details 13 Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation ... 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; Elsayed, Ahmed; Ji, Heng. - : Underline Science Inc., 2021 BASE Show details 14 Coreference by Appearance: Visually Grounded Event Coreference Resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Chang, Shih-Fu; Feng, Shengyu. - : Underline Science Inc., 2021 BASE Show details 15 Learning speech embeddings for speaker adaptation and speech understanding Sari, Leda. - 2021 BASE Show details 16 Text Classification Using Label Names Only: A Language Model Self-Training Approach ... Meng, Yu; Zhang, Yunyi; Huang, Jiaxin; Xiong, Chenyan; Ji, Heng; Zhang, Chao; Han, Jiawei. - : arXiv, 2020 Abstract: Current text classification methods typically require a good number of human-labeled documents as training data, which can be costly and difficult to obtain in real applications. Humans can perform classification without seeing any labeled examples but only based on a small set of words describing the categories to be classified. In this paper, we explore the potential of only using the label name of each class to train classification models on unlabeled data, without using any labeled documents. We use pre-trained neural language models both as general linguistic knowledge sources for category understanding and as representation learning models for document classification. Our method (1) associates semantically related words with the label names, (2) finds category-indicative words and trains the model to predict their implied categories, and (3) generalizes the model via self-training. We show that our model achieves around 90% accuracy on four benchmark datasets including topic and sentiment ... : EMNLP 2020. (Code: https://github.com/yumeng5/LOTClass) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://dx.doi.org/10.48550/arxiv.2010.07245 https://arxiv.org/abs/2010.07245 BASE Hide details 17 COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation ... Wang, Qingyun; Li, Manling; Wang, Xuan. - : arXiv, 2020 BASE Show details 18 Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation ... Mao, Yuning; Ren, Xiang; Ji, Heng. - : arXiv, 2020 BASE Show details 19 Learning from Lexical Perturbations for Consistent Visual Question Answering ... Whitehead, Spencer; Wu, Hui; Fung, Yi Ren. - : arXiv, 2020 BASE Show details 20 Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding ... Shen, Jiaming; Ji, Heng; Han, Jiawei. - : arXiv, 2020 BASE Show details Page: 1 2

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