Exploring ways to reduce Neural Machine Translation Memory and Computation through binarized networks
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Feb 17, 2019 - Python
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low-resource
Here are 29 public repositories matching this topic...
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
multilingual nlu zero-shot cross-lingual natural-language-understanding task-oriented-dialogue low-resource
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Nov 9, 2019 - Python
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems (AAAI-2020)
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Jan 8, 2020 - Python
In search of effective and efficient Pipeline for Distillating Knowledge in Convolutional Neural Networks
pytorch convolutional-neural-networks semantic-segmentation knowledge-distillation low-resource deeplabv3 deeplabv3plus
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Apr 12, 2020 - Python
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)
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Nov 12, 2020 - Python
EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment
multilingual dialogue zero-shot cross-lingual slu task-oriented-dialogue few-shot spoken-language-understanding low-resource
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Nov 21, 2020 - Python
CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)
dataset named-entity-recognition corpora multi-domain ner cross-domain sequence-labeling domain-adaptation low-resource multi-domain-adaptation
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Jan 5, 2021 - Python
Code of ICKG2020 best student paper: A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition
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Mar 10, 2021 - Python
Code + data for the EMNLP'20 publication "Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages"
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Dec 16, 2021 - Python
[ACL 2021] OntoED: Low-resource Event Detection with Ontology Embedding
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Apr 15, 2022 - Python
Code and datasets for the ACL 2021 paper "OntoED: Low-resource Event Detection with Ontology Embedding"
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Apr 19, 2022 - Python
TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)
information-extraction dataset named-entity-recognition nlp-resources nlp-datasets low-resource sequence-tagging
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Jun 15, 2022 - Python
Original PyTorch implementation for AAAI 2021 Paper "Meta-Transfer Learning for Low-Resrouce Abstractive Summarization."
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Jan 11, 2023 - Python
[SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction
retrieval prompt information-extraction knowledge-graph ie event-extraction kg relation-extraction kbp nyt few-shot low-resource knowledge-base-population triple-extraction webnlg data-efficient relational-triple-extraction low-resource-nlp knowledge-informed-prompt-learning sigir2023
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Apr 5, 2023 - Python
Original PyTorch implementation for TASLP 2022 Paper "SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization."
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Apr 14, 2023 - Python
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference
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May 1, 2023 - Python
This repository is an open-source colleciton of various low-resource machine translation experiments.
python nlp machine-learning deep-learning neural-network machine-translation cascading transformer neural-networks neural-machine-translation experiments nlp-machine-learning pivoting low-resource low-resource-languages machine-translation-models low-resource-nlp low-resource-machine-translation step-wise-pivoting direct-pivoting
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May 23, 2023 - Python
Exploring Self-Supervised Learning for Low-Resource Medical Image Analysis, ICIP 2023
computer-vision medical-imaging low-resource self-supervised-learning simclr contrastive-learning barlow-twins non-contrastive-learning
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Jul 8, 2023 - Python
Original PyTorch implementation for ICCV 2023 Paper "SINC: Self-Supervised In-Context Learning for Vision-Language Tasks."
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Oct 23, 2023 - Python
[EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study
benchmark prompt efficient information-extraction dataset knowledge-graph self-training chinese emnlp data-augmentation kg relation-extraction data-augumentation long-tail re few-shot low-resource knowprompt lrebench
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Feb 23, 2024 - Python
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