datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
esg_reports_v2
Vidore Benchmark 2 - ESG Restaurant Dataset (Multilingual)
This dataset is part of the "Vidore Benchmark 2" collection, designed for evaluating visual retrieval applications. It focuses on the theme of ESG reports in the fast food industry.
Dataset Summary
The dataset contain queries in the following languages : ["english", "french", "german", "spanish"]. Each query was originaly in "french" (see… See the full description on the dataset page: https://huggingface.co/datasets/vidore/esg_reports_v2.esg_reports_human_labeled_v2
Vidore Benchmark 2 - ESG Human Labeled
This dataset is part of the "Vidore Benchmark 2" collection, designed for evaluating visual retrieval applications. It focuses on the theme of ESG reports from the fast food industry.
Dataset Summary
Each query is in english.
This dataset provides a focused benchmark for visual retrieval tasks related to ESG reports for the fast food industry. It includes a curated set of documents, queries, relevance judgments (qrels), and page… See the full description on the dataset page: https://huggingface.co/datasets/vidore/esg_reports_human_labeled_v2.ESGReports
ESGReports
An MTEB dataset
Massive Text Embedding Benchmark
LMEB semantic retrieval task based on ESG-Reports, retrieving long-form report passages relevant to environmental, social, and governance questions.
Task category
Retrieval (text-to-text)
DomainsFinancial, Written
Reference
LMEB: Long-horizon Memory Embedding Benchmark
Source datasets:
KaLM-Embedding/LMEB
How to evaluate on this task
You can evaluate an embedding model on this dataset using… See the full description on the dataset page: https://huggingface.co/datasets/mteb/ESGReports.ESGesg_cid_retrieval
Enhancing Retrieval for ESGLLM via ESG-CID -- A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS
Usage
from datasets import load_dataset
# document chunks: train/dev/test_gri/test_esrs
documents = load_dataset("esgllm/esg_cid_retrieval", "documents")
# queries (disclosure text): train/dev/test_gri/test_esrs
queries = load_dataset("esgllm/esg_cid_retrieval", "queries")
# training triplets: train/dev
triplets = load_dataset("esgllm/esg_cid_retrieval"… See the full description on the dataset page: https://huggingface.co/datasets/airefinery/esg_cid_retrieval.esg_reports_eng_v2
Vidore Benchmark 2 - ESG Restaurant Dataset
This dataset is part of the "Vidore Benchmark 2" collection, designed for evaluating visual retrieval applications. It focuses on the theme of ESG reports in the fast food industry.
Dataset Summary
Each query is in french.
This dataset provides a focused benchmark for visual retrieval tasks related to ESG reports of fast food companies. It includes a curated set of documents, queries, relevance judgments (qrels), and page… See the full description on the dataset page: https://huggingface.co/datasets/vidore/esg_reports_eng_v2.esg-reports
ConTEB - ESG Reports
This dataset is part of ConTEB (Context-aware Text Embedding Benchmark), designed for evaluating contextual embedding model capabilities. It focuses on the theme of Industrial ESG Reports, particularly stemming from the fast-food industry.
Dataset Summary
This dataset was designed to elicit contextual information. It is built upon a subset of the ViDoRe Benchmark. To build the corpus, we start from the pre-existing collection of ESG Reports, extract… See the full description on the dataset page: https://huggingface.co/datasets/illuin-conteb/esg-reports.esg_cid
ESG-CID: A Content Index Dataset for ESG Reports
Usage
from datasets import load_dataset
# Load the content index annotations
cid_dataset = load_dataset("airefinery/esg_cid", "cid")
# Load the fixed version with normalized standard_ids
cid_fixed = load_dataset("airefinery/esg_cid", "cid_fixed")
# Load PDF source data
cid_pdfs = load_dataset("airefinery/esg_cid", "pdfs")
Working with PDFs
The PDF bytes are stored in ["pdf"]["bytes"]. Here's how to use them… See the full description on the dataset page: https://huggingface.co/datasets/airefinery/esg_cid.esg-assistant
Dataset Card for my-distiset-fef3f4db
This dataset has been created with distilabel.
Dataset Summary
This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that generated it in distilabel using the distilabel CLI:
distilabel pipeline run --config "https://huggingface.co/datasets/yasserrmd/my-distiset-fef3f4db/raw/main/pipeline.yaml"
or explore the configuration:
distilabel pipeline info --config… See the full description on the dataset page: https://huggingface.co/datasets/yasserrmd/esg-assistant.spx-sustainalytics-esg-scoresESG-DLT-NER
Dataset Card for ESG/DLT Named Entity Recognition Dataset
This dataset contains named entities related to Distributed Ledger Technology (DLT) and Environmental, Social, and Governance (ESG) topics created to support research in these areas and at the intersection of these domains.
Dataset Details
Dataset Sources
Repository: https://github.com/dlt-science/ESG-DLT-LitReview
Paper: https://arxiv.org/abs/2308.12420
Use
This dataset can be used for… See the full description on the dataset page: https://huggingface.co/datasets/ExponentialScience/ESG-DLT-NER.esg-bank-dataset-v4
Vietnamese Banking ESG Disclosure Dataset
Description
Multi-task annotated dataset for ESG (Environmental, Social, Governance)
disclosure analysis in the Vietnamese banking sector. Each sample is a
text chunk from bank sustainability/annual reports, annotated with:
Greenwashing classification (Legitimate / Greenwashing / Uncertain)
ESG pillar (Environmental / Social / Governance / General)
Content quality score (0-100)
ESG score (0-100)
Dataset Statistics… See the full description on the dataset page: https://huggingface.co/datasets/hiennthp/esg-bank-dataset-v4.NER_sasb_esg
Dataset Card for "NER_sasb_esg"
More Information needed
esg-extractionesg_reports_human_labeled_v2_reasoningESGesg-survey-datasets
Dataset Card for "esg-survey-datasets"
More Information needed
twice_kr_esg_cls
ESG-CLS-ko
Selected Korean financial news articles that contain the keyword [ESG].
Classified financial news sentences into E (Environmental) /S (Social) / G (Governance)/ Non-ESG categories.
esg_reports_eng_v2_reasoningesg_sasbES-gptesg-sentiment
Dataset Card for "esg-sentiment"
More Information needed
FINCH_TRAIN_SA_ESG_400_NEWFORMATesg-survey-reasoning_datasetsesg_reports_eng_v2esg1to3
Dataset Card for "esg1to3"
More Information needed
FINCH_TRAIN_SA_ESG_100FINCH_TRAIN_ESGFINCH_TRAIN_SA_ESG_400esg