#dataset construction
7 papers match
Tangling Pull Requests: Curating a Commit Untangling Dataset from Merged PRs
Yuki Ueno, Profir-Petru Pârţachi, Takashi Kobayashi
The paper presents a method to automatically build a large dataset of tangled and untangled commits by extracting and filtering commits from merged pull requests, showing that this…
Fully AI-Generated Image Detection: Definition, Recent Advances and Challenges
Qijie Xu, Can Wang, Jiawei Chen +2
The paper surveys methods for detecting fully AI‑generated images, focusing on how datasets are built and how detectors extract artifacts left by generative models.
JobHop v2: A Large-Scale Career Trajectory Dataset from Unstructured Resumes
Iman Johary, Guillaume Bied, Alexandru C. Mara +1
The paper introduces JobHop v2, a publicly released dataset of over 350 k career trajectories extracted from multilingual resumes using a reasoning‑controlled LLM pipeline, providi…
iTIMO: An LLM-empowered Synthesis Dataset for Travel Itinerary Modification
Zhuoxuan Huang, Yunshan Ma, Hongyu Zhang +2
The paper defines the travel itinerary modification task and introduces iTIMO, a dataset created by using large language models to perturb real itineraries through replace, add, an…
ISE: An Execution-Grounded Recipe for Multi-Turn OS-Agent Trajectories
Siyuan Luo, Nairong Zheng, Lin Zhou +6
The paper introduces ISE, a three-stage pipeline for creating a large dataset of multi‑turn OS‑agent interactions that include structured intents, simulated dialogues, and real too…
CoRe: A Comprehensive Framework for Cross-Image Comparative Reasoning in Vision-Language Models
Lin Peng, Cong Wan, Zeyu Guo +2
The paper introduces CoRe, a framework that improves vision-language models' ability to perform fine-grained cross‑image comparative reasoning by providing a large triplet‑based da…