Token Classification
Transformers
TensorBoard
Safetensors
bert
semantic-role-labeling
Generated from Trainer
Instructions to use pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg") model = AutoModelForTokenClassification.from_pretrained("pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg", device_map="auto") - Notebooks
- Google Colab
- Kaggle
| license: apache-2.0 | |
| base_model: dannashao/bert-base-uncased-finetuned-advanced-srl_arg | |
| duplicated_from: dannashao/bert-base-uncased-finetuned-advanced-srl_arg # adds automatic badge | |
| pipeline_tag: token-classification | |
| library_name: transformers | |
| tags: | |
| - transformers | |
| - semantic-role-labeling | |
| - generated_from_trainer | |
| model_index: | |
| - name: SRL (UPropBank dev) | |
| results: | |
| - task: | |
| type: semantic-role-labeling | |
| name: SRL | |
| metrics: | |
| - type: f1 | |
| value: 0.8669 # numeric, not string | |
| name: F1 | |
| original_sha: 7e13b4f # renamed for clarity | |
| # pakkinlau/bert-base-uncased-finetuned-advanced-srl_arg | |
| This repository is an **archival mirror** of | |
| [`dannashao/bert-base-uncased-finetuned-advanced-srl_arg`](https://huggingface.co/dannashao/bert-base-uncased-finetuned-advanced-srl_arg). | |
| Weights and tokenizer are **byte‑identical** to upstream commit `7e13b4f`. | |
| Only the hosting namespace has changed to guarantee long‑term availability for my other ongoing research project. | |
| Maintainer · **Pak Kin Lau** | |