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Verifying the Verifiers: Failure Attribution for Benchmark Diagnostics and Training Data Curation
Jesse Hu, Pratyush Shukla, Ke Huang, Meji Abidoye
- Published: 02 Mar 2026, Last Modified: 04 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Bridging the Sim-to-real Gap in RF Localization with Large-Scale Synthetic Pretraining
Armen Manukyan, Rafayel Mkrtchyan, Ararat Saribekyan, Theofanis Raptis, Hrant Khachatrian
- Published: 02 Mar 2026, Last Modified: 28 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
jina-vlm: Small Multilingual Vision Language Model
Andreas Koukounas, Georgios Mastrapas, Florian Hönicke, Sedigheh Eslami, Guillaume Roncari, Scott Martens, Han Xiao
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
[Short] Beyond Data Size: Exploring the Impact of Dataset Diversity and Density in Self-Distillation Learning
Alvard Barseghyan, Ani Vanyan, Hakob Tamazyan, Hrant Khachatrian
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Toward Cross-Lingual Quality Classifiers for Multilingual Pretraining Data Selection
Yassine Turki, Vinko Sabolčec, Bettina Messmer, Martin Jaggi
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Less is More: Adaptive Coverage Sampling for Synthetic Training Data
Sasan Tavakkol, Max Springer, Mohammadhossein Bateni, Vincent Cohen-Addad, Neslihan Bulut, MohammadTaghi Hajiaghayi
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Inference-Time Distillation: Cost-Efficient Agents Without Fine-Tuning or Manual Prompt Engineering
Vishnu Sarukkai, Asanshay Gupta, James Hong, Michaël Gharbi, Kayvon Fatahalian
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Geometry-Preserving Coresets for Quantized Foundation Models in Remote Sensing
Tushar Shinde
- Published: 02 Mar 2026, Last Modified: 12 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
[Short] STRIDE: Training data attribution can be estimated in activation space
Abir Harrasse, Rishit Dagli, Amir Abdullah, Zhijing Jin
- Published: 02 Mar 2026, Last Modified: 07 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
MixAtlas: Uncertainty-aware Data Mixture for Multimodal LLM Midtraining
Bingbing Wen, Sirajul Salekin, Feiyang Kang, Bill Howe, Lucy Lu Wang, Javier Movellan, Manjot Bilkhu
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Positive Mining from LLM Seeds: A Semi-Supervised Graph Based Approach to Train Rare Event Classifiers
Sasan Tavakkol, Lin Chen, Max Springer, Abigail Schantz, Blaž Bratanič, Vincent Cohen-Addad, Mohammadhossein Bateni
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
The Chicken and Egg Dilemma: Co-optimizing Data and Model Configurations for LLMs
Zhiliang Chen, Alfred Wei Lun Leong, Shao Yong Ong, Apivich Hemachandra, Gregory Kang Ruey Lau, Chuan-Sheng Foo, Zhengyuan Liu, Nancy F. Chen, Bryan Kian Hsiang Low
- Published: 02 Mar 2026, Last Modified: 16 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
OASIS: Online Sample Selection for Continual Instruction Tuning
Minjae Lee, Minhyuk Seo, Tingyu Qu, Tinne Tuytelaars, Jonghyun Choi
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
RelBench v2: A Large-Scale Benchmark and Relational Data Repository
Justin Gu, Rishabh Ranjan, Charilaos I. Kanatsoulis, Haiming Tang, Martin Jurkovič, Valter Hudovernik, Mark Znidar, Pranshu Chaturvedi, Parth Shroff, Fengyu Li, Jure Leskovec
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Matched Data, Better Models: Target Aligned Data Filtering with Sparse Autoencoders
Arnav Mohanty Das, Gantavya Bhatt, Sahil Verma, Yiping Wang, Viswa Virinchi Muppirala, Jeff Bilmes
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Privileged Information Distillation for Language Models
Emiliano Penaloza, Dheeraj Vattikonda, Nicolas Gontier, Alexandre Lacoste, Laurent Charlin, Massimo Caccia
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Evaluating Frontier Agents on End-to-End Investment Banking Workflows
Elaine Lau, Rosemary Wei, Guram Gogia, Ronak Chaudhary, Yi Liu, Saed Qunbar, Hui Wen Goh, Scott Millslagle, Samuel Eshun Danquah, Punit Arani, Ray Epps, Markus Dücker, Abdullah Arif, Asrith Devalaraju, Varsha Sandadi, Haemi Nam, Sahil Bhaiwala, Skyler Wang, Anish Athalye, Jonas Mueller et al. (1 additional authors not shown)
[Short] RIFT: A RubrIc Failure Mode Taxonomy and Automated Diagnostics
Zhengyang Qi, Charles Andrew Dickens, Derek Pham, Amanda Dsouza, Armin Parchami, Frederic Sala, Paroma Varma
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
VULCAN: Where Agents Learn by Living in Simulated Tool Environments
Amir Saeidi, Chitta Baral, Ahmed Hassan Awadallah, Harkirat Behl
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
[Short] Downstream Effects of Translation Scale with Language Difficulty
Aditya V. Kulkarni, Dharmam Savani, Ammar Ahmed Pallikonda Latheef, Pritam Mukherjee, Jacob M Luber, Paul Yi
- Published: 02 Mar 2026, Last Modified: 29 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
Shiva Krishna Reddy Malay, Shravan Nayak, Aman Tiwari, Jishnu Sethumadhavan Nair, Sathwik Tejaswi Madhusudhan, Sagar Davasam, Srinivas Sunkara, Sai Rajeswar
- Published: 02 Mar 2026, Last Modified: 14 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
AdaProb: Efficient Machine Unlearning via Adaptive Probability
Zihao Zhao, Yuchen Yang, Anjalie Field, Yinzhi Cao
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
ESDAE: Evaluating Synthetic Data for Agent Evaluation
Shuaiqi Wang, Aadyaa Maddi, Zinan Lin, Giulia Fanti
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Visual Compositional Tuning
Xindi Wu, Hee Seung Hwang, Polina Kirichenko, Esin Tureci, Olga Russakovsky
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Non-Local Data Attribution for On-policy Reinforcement Learning
Shixuan Liu, Yuzheng Hu, Han Zhao, Jiaqi W. Ma
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone

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Published: 02 Mar 2026, Last Modified: 02 Apr 2026
ICLR 2026 Workshop DATA-FM
Readers: Everyone