connection
NYT-Connections
🧩 NYT-Connections
This repository contains the NYT-Connections dataset proposed in the work NYT-Connections: A Deceptively Simple Text Classification Task that Stumps System-1 Thinkers. This work was published at the 31st International Conference on Computational Linguistics (COLING 2025) and was honored with the Best Dataset Paper award.
Authors: Angel Yahir Loredo Lopez, Tyler McDonald, Ali Emami
📜 Paper Abstract
Large Language Models (LLMs) have shown impressive… See the full description on the dataset page: https://huggingface.co/datasets/tm21cy/NYT-Connections.circuit_connectionconnections-rl-results
connections-rl: raw evaluation artifacts
Per-puzzle records, bootstrap summaries and analysis outputs backing
connections-rl, a two-scale (Qwen2.5-1.5B / 7B), three-seed study of
what verifiable-reward RL actually transfers.
This is an artifact bundle for auditing published numbers, not a loadable
training dataset, so the dataset viewer is disabled.
Read this before using the numbers
Two conventions in these files are easy to misread. Both have bitten this
project… See the full description on the dataset page: https://huggingface.co/datasets/jacksonlukas/connections-rl-results.create_interpret
create_interpret — results and raw data
Every artefact behind ManyaWadhwa/create_interpret:
raw generations, parsed paths, judge caches, scores, and the two analyses built on them. Code,
method and write-ups live in the GitHub repo (Task A,
Task B); this repo is the data
those documents are computed from.
Task A — how CREATE creative utility moves with model and sampling temperature, and how diverse
16 samples of one query actually are. 50 instances of wadhma/CREATE
x 16 samples… See the full description on the dataset page: https://huggingface.co/datasets/connections-dev/create_interpret.Smart-shower-connection-dataset
Smart Spa IoT Connection Dataset
Dataset Description
This dataset contains comprehensive IoT device connection and monitoring logs from a smart spa system, capturing real-world device connectivity patterns, network behavior, and system reliability metrics. The dataset includes 200 individual JSON files documenting connection states, timestamps, and device reliability metrics for various spa components over time.
This dataset is particularly valuable for research in IoT… See the full description on the dataset page: https://huggingface.co/datasets/Zachzzz33/Smart-shower-connection-dataset.emgena_postgres_pgbouncer_connection_exhaustion_teaser
🔬 INSPECT THE DEEPSEEK-R1 REASONING CHAIN LIVE:
Zero hallucinations. Null syntax errors. 100% AST compiler validated.🌐 Live Interactive Reasoning & Code Inspector: https://emgena.com/trainingslager🎁 Claim your Free Starter Kit (Code: STARTER100): https://emgena.com/trainingslager🏷️ Launch Discount: Get 20 € OFF any 500-incident production suite with code LAUNCH20!
📜 Enterprise Compliance: EU AI Act Articles 50 & 53 certified • 100% DSGVO / GDPR clean • Commercial EULA… See the full description on the dataset page: https://huggingface.co/datasets/emgena/emgena_postgres_pgbouncer_connection_exhaustion_teaser.