entity extraction
MayurPai_-_entity-extraction-Llama-2-7b-chat-hf-ggufbert-medical-entity-extractionGemma2-Entity-Extraction-GGUF-0.1autonlp-wikiann-entity_extraction-1e67664-1301123Layout_LM_EntityExtractionFor_ProofOfAddressentity-extraction-not-evaluatedMayurPai_-_entityextraction-ggufnamed-entity-recognition-for-information-extraction
task1448_disease_entity_extraction_ncbi_dataset
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1448_disease_entity_extraction_ncbi_dataset
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1448_disease_entity_extraction_ncbi_dataset.arxiv-funding-entity-extractions
arxiv-funding-entity-extractions
Funder/award entity extractions over cometadata/arxiv-funding-statements.
Extractor: funding-entity-extractor (vLLM + LoRA)
Base model: meta-llama/Llama-3.1-8B-Instruct
LoRA: cometadata/funding-extraction-llama-3.1-8b-instruct-artifact-data-mix-grpo-mixed-reward
Hardware: A100-large bf16, concurrency 256
Total rows: 1,823,650
Configs
predictions (default) — original extractions, no ROR enrichment.
predictions_with_ror — same rows… See the full description on the dataset page: https://huggingface.co/datasets/cometadata/arxiv-funding-entity-extractions.funding-entity-extraction-dataset-mix
Funding Entity Extraction Dataset Mix
Training and evaluation corpus for funding-entity extraction from full text. This dataset is the data mix used to fine-tune cometadata/funding-extraction-llama-3.1-8b-instruct-artifact-data-mix-grpo-mixed-reward on top of meta-llama/Llama-3.1-8B-Instruct in two stages: SFT on the mix described below, followed by GRPO with a hierarchical F0.5 reward.
Loading the dataset
from datasets import load_dataset
# Default config (degraded… See the full description on the dataset page: https://huggingface.co/datasets/cometadata/funding-entity-extraction-dataset-mix.task1449_disease_entity_extraction_bc5cdr_dataset
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1449_disease_entity_extraction_bc5cdr_dataset
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1449_disease_entity_extraction_bc5cdr_dataset.task1452_location_entity_extraction_btc_corpus
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1452_location_entity_extraction_btc_corpus
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1452_location_entity_extraction_btc_corpus.task1453_person_entity_extraction_btc_corpus
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1453_person_entity_extraction_btc_corpus
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1453_person_entity_extraction_btc_corpus.