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Poster
Thu 11:00 SciCode: A Research Coding Benchmark Curated by Scientists
Minyang Tian · Luyu Gao · Shizhuo Zhang · Xinan Chen · Cunwei Fan · Xuefei Guo · Roland Haas · Pan Ji · Kittithat Krongchon · Yao Li · Shengyan Liu · Di Luo · Yutao Ma · HAO TONG · Kha Trinh · Chenyu Tian · Zihan Wang · Bohao Wu · Shengzhu Yin · Minhui Zhu · Kilian Lieret · Yanxin Lu · Genglin Liu · Yufeng Du · Tianhua Tao · Ofir Press · Jamie Callan · Eliu Huerta · Hao Peng
Oral
Fri 16:10 A Taxonomy of Challenges to Curating Fair Datasets
Dora Zhao · Morgan Scheuerman · Pooja Chitre · Jerone Andrews · Georgia Panagiotidou · Shawn Walker · Kathleen Pine · Alice Xiang
Poster
Fri 16:30 A Taxonomy of Challenges to Curating Fair Datasets
Dora Zhao · Morgan Scheuerman · Pooja Chitre · Jerone Andrews · Georgia Panagiotidou · Shawn Walker · Kathleen Pine · Alice Xiang
Poster
Wed 11:00 BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation
Michał Junczyk
Poster
Fri 11:00 UniTox: Leveraging LLMs to Curate a Unified Dataset of Drug-Induced Toxicity from FDA Labels
Jacob Silberg · Kyle Swanson · Elana Simon · Angela Zhang · Zaniar Ghazizadeh · Scott Ogden · Hisham Hamadeh · James Zou
Poster
Wed 16:30 BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity
Chih-Hsuan Yang · Benjamin Feuer · Talukder "Zaki" Jubery · Zi Deng · Andre Nakkab · Md Zahid Hasan · Shivani Chiranjeevi · Kelly Marshall · Nirmal Baishnab · Asheesh Singh · ARTI SINGH · Soumik Sarkar · Nirav Merchant · Chinmay Hegde · Baskar Ganapathysubramanian
Poster
Fri 11:00 DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
Yuang Ai · Xiaoqiang Zhou · Huaibo Huang · Xiaotian Han · Zhengyu Chen · Quanzeng You · Hongxia Yang
Poster
Thu 11:00 The State of Data Curation at NeurIPS: An Assessment of Dataset Development Practices in the Datasets and Benchmarks Track
Eshta Bhardwaj · Harshit Gujral · Siyi Wu · Ciara Zogheib · Tegan Maharaj · Christoph Becker
Workshop
Beyond Internal Data: Constructing Complete Datasets for Fairness Testing
Varsha Ramineni · Hossein A. Rahmani · Emine Yilmaz · David Barber
Workshop
Sat 17:27 Beyond Internal Data: Constructing Complete Datasets for Fairness Testing
Varsha Ramineni · Hossein A. Rahmani · Emine Yilmaz · David Barber
Workshop
Sat 11:15 LLAVAGUARD: VLM-based Safeguards for Vision Dataset Curation and Safety Assessment
Lukas Helff · Felix Friedrich · Manuel Brack · Kristian Kersting · Patrick Schramowski