Dataset · Hugging Face

klimzaporojets/emerge-benchmark

Name: emerge-benchmark
Creator: klimzaporojets
License: cc-by-sa-4.0
Keywords: task_categories:text-classification, task_categories:token-classification, language:en, license:cc-by-sa-4.0, size_categories:1K<n<10K, format:parquet, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, arxiv:2507.03617, region:us, knowledge-graph, information-extraction

EMERGE: A Benchmark for Updating Knowledge Graphs with Emerging Textual Knowledge 🆕 Latest version adds a KG-aware baseline (2026-08-03) This release now ships KG-aware baseline predictions on every instance, alongside the 13 IE baselines — GPT-5.1 given access to the reference KG snapshot, in three variants (oracle / kg_rag@32 / oracle+kg_rag), under prediction keys kg-aware/gpt-5.1/{oracle,kg_rag_32,oracle_kg_rag}. Added for the NeurIPS 2026 rebuttal. → jump… See the full description on the dataset page: https://huggingface.co/datasets/klimzaporojets/emerge-benchmark.

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Author / organization	klimzaporojets
License (as declared)	cc-by-sa-4.0
Downloads	353 (as reported by Hugging Face)
Likes	1
Created	6 April 2026
Last updated at source	3 August 2026

knowledge-graphinformation-extractionrelation-extractionentity-linkingwikidatawikipediatemporal

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