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Shumin Deng

Molecular Contrastive Learning with Chemical Element Knowledge Graph

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Dec 01, 2021
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Learning to Ask for Data-Efficient Event Argument Extraction

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Oct 01, 2021
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LightNER: A Lightweight Generative Framework with Prompt-guided Attention for Low-resource NER

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Sep 09, 2021
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Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners

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Aug 31, 2021
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Document-level Relation Extraction as Semantic Segmentation

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Jun 07, 2021
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AliCG: Fine-grained and Evolvable Conceptual Graph Construction for Semantic Search at Alibaba

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Jun 03, 2021
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MLBiNet: A Cross-Sentence Collective Event Detection Network

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Jun 01, 2021
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OntoED: Low-resource Event Detection with Ontology Embedding

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May 27, 2021
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AdaPrompt: Adaptive Prompt-based Finetuning for Relation Extraction

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Apr 15, 2021
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Normal vs. Adversarial: Salience-based Analysis of Adversarial Samples for Relation Extraction

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Apr 11, 2021
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