datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
semantic-scholarmodal-semantics-reasoning
Modal Semantics Reasoning
Can a language model change its answer when the rules of modal logic change?
Each example contains the same premises and conclusion under two semantic
specifications. Only one rule about possible worlds or objects changes, and
the correct answer changes with it. Automated theorem provers verify every
label.
This dataset accompanies Same Formulas, Different Semantics: Do Language
Models Follow Modal Logic Specifications?
Dataset subsets… See the full description on the dataset page: https://huggingface.co/datasets/sileod/modal-semantics-reasoning.SemanticSeg
Dataset Card for SemanticSeg
This semantic segmentation dataset introduced in the paper Towards Generalization of Block Attention via Automatic Segmentation and Block Distillation.
This dataset is used to train the segmenter.
Dataset Details
Dataset Description
SemanticSeg contains around 16 segmentation categories, with each category containing at least 2k instances. The varying cut rates across categories can also help the segmenter learn… See the full description on the dataset page: https://huggingface.co/datasets/Syon-Li/SemanticSeg.semantic-scholar-scraper
Semantic Scholar Scraper · Papers, Authors, Citations & Venues
Scrape academic research papers, authors, citations, venues, and open-access metadata from Semantic Scholar API. Features rate-limit backoff resilience and pay-per-event pricing.
Rows in this dataset
450
Fields
19
Collector runs behind it
50
Most recent observation
2026-08-03
What this is
Every row here was returned by a real run of a public collector. Nothing is generated from… See the full description on the dataset page: https://huggingface.co/datasets/reapxdev/semantic-scholar-scraper.Semantic_similarity_deduplicated_reasoning_data_english
Semantic_similarity_deduplicated_reasoning_data_english
数据集描述
Semantic similarity deduplicated reasoning data filtered from OpenThoughts2-1M, 77662 examples in total, 10000 examples for each category
文件结构
semantic_similarity_deduplicated_reasoning_data_english.jsonl: 主数据文件（JSONL格式）
数据格式
数据集包含以下字段：
question: str
quality: int
difficulty: int
topic: str
validity: int
使用方法
方法1: 使用datasets库
from datasets import load_dataset
#… See the full description on the dataset page: https://huggingface.co/datasets/Ibisbill/Semantic_similarity_deduplicated_reasoning_data_english.VLM_semantics_SLO_benchmark
VLM Semantics SLO Benchmark
VLM Semantics SLO is a Slovenian multimodal benchmark for studying cultural and semiotic reasoning in vision-language models. It goes beyond object recognition by asking models to interpret visual hierarchy, spatial relations, colour and mood, composition, cultural symbols, metaphor, denotation and connotation, intertextuality, communicative intent, and relevance to Slovenia.
The released JSON contains 4,950 image-level records. Every record has ten… See the full description on the dataset page: https://huggingface.co/datasets/maticmatusek/VLM_semantics_SLO_benchmark.Deep-Quran-Semanticssamyx-eval-record-semantics-100mn_semantics