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08/29/2023
TransPrompt v2: A Transferable Prompting Framework for Cross-task Text Classification
Text classification is one of the most imperative tasks in natural langu...
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02/17/2023
Uncertainty-aware Self-training for Low-resource Neural Sequence Labeling
Neural sequence labeling (NSL) aims at assigning labels for input langua...
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10/17/2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition
Few-shot Named Entity Recognition (NER) aims to identify named entities ...
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10/11/2022
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training
Recently, knowledge-enhanced pre-trained language models (KEPLMs) improv...
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05/11/2022
Towards Unified Prompt Tuning for Few-shot Text Classification
Prompt-based fine-tuning has boosted the performance of Pre-trained Lang...
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05/08/2022
Math-KG: Construction and Applications of Mathematical Knowledge Graph
Recently, the explosion of online education platforms makes a success in...
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05/06/2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering
Extractive Question Answering (EQA) is one of the most important tasks i...
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04/30/2022
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing
The success of Pre-Trained Models (PTMs) has reshaped the development of...
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07/08/2021
Atlas-Based Segmentation of Intracochlear Anatomy in Metal Artifact Affected CT Images of the Ear with Co-trained Deep Neural Networks
We propose an atlas-based method to segment the intracochlear anatomy (I...
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10/27/2020
Improving Reinforcement Learning for Neural Relation Extraction with Hierarchical Memory Extractor
Distant supervision relation extraction (DSRE) is an efficient method to...
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09/23/2019
Validation of image-guided cochlear implant programming techniques
Cochlear implants (CIs) are a standard treatment for patients who experi...
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06/12/2018