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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 (9)
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Hits 1 – 20 of 36
1
Pairwise embedding for event coreference resolution
Hu, Yanda
. - 2022
BASE
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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15
Learning speech embeddings for speaker adaptation and speech understanding
Sari, Leda
. - 2021
BASE
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16
Text Classification Using Label Names Only: A Language Model Self-Training Approach ...
Meng, Yu
;
Zhang, Yunyi
;
Huang, Jiaxin
. - : arXiv, 2020
BASE
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17
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation ...
Wang, Qingyun
;
Li, Manling
;
Wang, Xuan
;
Parulian, Nikolaus
;
Han, Guangxing
;
Ma, Jiawei
;
Tu, Jingxuan
;
Lin, Ying
;
Zhang, Haoran
;
Liu, Weili
;
Chauhan, Aabhas
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Guan, Yingjun
;
Li, Bangzheng
;
Li, Ruisong
;
Song, Xiangchen
;
Fung, Yi R.
;
Ji, Heng
;
Han, Jiawei
;
Chang, Shih-Fu
;
Pustejovsky, James
;
Rah, Jasmine
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Liem, David
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Elsayed, Ahmed
;
Palmer, Martha
;
Voss, Clare
;
Schneider, Cynthia
;
Onyshkevych, Boyan
. - : arXiv, 2020
Abstract:
To combat COVID-19, both clinicians and scientists need to digest vast amounts of relevant biomedical knowledge in scientific literature to understand the disease mechanism and related biological functions. We have developed a novel and comprehensive knowledge discovery framework, COVID-KG to extract fine-grained multimedia knowledge elements (entities and their visual chemical structures, relations, and events) from scientific literature. We then exploit the constructed multimedia knowledge graphs (KGs) for question answering and report generation, using drug repurposing as a case study. Our framework also provides detailed contextual sentences, subfigures, and knowledge subgraphs as evidence. ... : 12 pages, Accepted by Proceedings of 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics System Demonstrations, for resources see http://blender.cs.illinois.edu/covid19/, for video see http://159.89.180.81/demo/covid/Covid-KG_DemoVideo.mp4, for slides see https://eaglew.github.io/files/Covid-KG_DemoVideo_with_ethics.pdf ...
Keyword:
Artificial Intelligence cs.AI
;
Computation and Language cs.CL
;
FOS Computer and information sciences
URL:
https://arxiv.org/abs/2007.00576
https://dx.doi.org/10.48550/arxiv.2007.00576
BASE
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18
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation ...
Mao, Yuning
;
Ren, Xiang
;
Ji, Heng
. - : arXiv, 2020
BASE
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19
Learning from Lexical Perturbations for Consistent Visual Question Answering ...
Whitehead, Spencer
;
Wu, Hui
;
Fung, Yi Ren
. - : arXiv, 2020
BASE
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20
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding ...
Shen, Jiaming
;
Ji, Heng
;
Han, Jiawei
. - : arXiv, 2020
BASE
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