tasksource
gluon-nlp
tasksource | gluon-nlp | |
---|---|---|
3 | 2 | |
129 | 2,551 | |
- | - | |
6.6 | 0.0 | |
21 days ago | 8 months ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
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tasksource
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[D] What are notable advances in NLU?
Technically, BERT (bert-base) is not sota anymore. deberta+MTT-DNN (multi-task learning on many datasets) https://ibm.github.io/model-recycling/ is arguably sota.
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[Discussion] ChatGPT and language understanding benchmarks
LAMA, truthfulQA, MMLU, and many others
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[R] tasksource: Structured Dataset Preprocessing Annotations for Frictionless Extreme Multi-Task Learning and Evaluation (480 tasks+ sota encoder)
Found relevant code at https://github.com/sileod/tasksource + all code implementations here
gluon-nlp
- How usable is Julia for Natural Language Processing Machine learning?
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Any TF 2.0 implementation of Convolutional Neural Networks for Sentence Classification ?
Found relevant code at https://github.com/dmlc/gluon-nlp + all code implementations here
What are some alternatives?
Neural-Scam-Artist - Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.
Torch.jl - Sensible extensions for exposing torch in Julia.
beir - A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
opencog - A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
dataset-viewer - Lightweight web API for visualizing and exploring any dataset - computer vision, speech, text, and tabular - stored on the Hugging Face Hub
JuliaTorch - Using PyTorch in Julia Language
practical-pytorch - Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
nli4ct
pronomial - pronomial postag/word_gender based coreference solver
question_generation - Neural question generation using transformers
sematle - NLU service that converts plain English to known and structured data.
PlanGen - [EMNLP'21] Plan-then-Generate: Controlled Data-to-Text Generation via Planning