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Infusion: Shaping Model Behavior by Editing Training Data via Influence Functions
J Rosser, Robert Kirk, Edward Grefenstette, Jakob Nicolaus Foerster, Laura Ruis
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Evaluating Language Models in Realistic Conversational Contexts
Ilija Subasic, Andrew Rabinovich, Zhao Chen
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
[Short] Exploration into gradient-based coreset methods for targeted subset selection
Evelyn Zhu, Neha Hulkund, Sara Beery
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Rethinking Data Selection: The Importance of Coverage over Difficulty in Generative Fine-Tuning
Lalchand Pandia, Kanishka Misra, Allyson Ettinger
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Task Scarcity and Label Leakage in Relational Transfer Learning
Francisco Galuppo Azevedo, Clarissa Lima Loures, Denis Oliveira Correa
- Published: 02 Mar 2026, Last Modified: 24 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Learning from Synthetic Data Improves Multi-hop Reasoning
Anmol Kabra, Yilun Yin, Albert Gong, Kamilė Stankevičiūtė, Dongyoung Go, Johann Lee, Katie Z Luo, Carla P Gomes, Kilian Q Weinberger
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Toward Evaluating Model Collapse in LLMs: Insights from Continual Pretraining
Kristian Minchev, Anton Alexandrov, Martin Vechev, Nikola Konstantinov
- Published: 02 Mar 2026, Last Modified: 02 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Data Provenance for Image Auto-Regressive Generation
Bihe Zhao, Louis Kerner, Michel Meintz, Tameem Bakr, Franziska Boenisch, Adam Dziedzic
- Published: 02 Mar 2026, Last Modified: 03 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Unmasking LAION-5B: Age, Gender, Race, and Emotion Biases in Large-Scale Image Datasets
Iris Dominguez-Catena, Mikel Galar, Daniel Paternain
- Published: 02 Mar 2026, Last Modified: 16 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Test-Time Meta-Adaptation with Self-Synthesis
Zeyneb N. Kaya, Nick Rui
- Published: 02 Mar 2026, Last Modified: 03 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Is More Data Worth the Cost? Dataset Scaling Laws in a Tiny Attention-Only Decoder
Götz-Henrik Wiegand, Lorena Raichle, Rico Staedeli, Tomas Hrycej, Bernhard Bermeitinger, Siegfried Handschuh
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
AgenticMath: Enhancing LLM Reasoning via Agentic-based Math Data Generation
Xianyang Liu, Yilin LIU, Shuai Wang, Hao Cheng, Andrew Estornell, Yuzhi Zhao, Jun Shu, Jiaheng Wei
- Published: 02 Mar 2026, Last Modified: 31 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
LEGALMIDM: Use-Case-Driven Legal Domain Specialization for Korean Large Language Model
Youngjoon Jang, Chanhee Park, Hyeonseok Moon, Young-kyoung Ham, jiwon moon, Jinhyeon Kim, JuKyung Jung, Heuiseok Lim
- Published: 02 Mar 2026, Last Modified: 31 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts
Jiayuan Ye, Vitaly Feldman, Kunal Talwar
- Published: 02 Mar 2026, Last Modified: 13 Mar 2026
- ICLR 2026 Workshop DATA-FM Oral
- Readers: Everyone
COMBATING DATA LAUNDERING IN LLM TRAINING
Muxing Li, Zesheng Ye, Sharon Li, Feng Liu
- Published: 02 Mar 2026, Last Modified: 31 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Optimal Splitting of Language Models from Mixtures to Specialized Domains
Skyler Seto, Pierre Ablin, Anastasiia Filippova, Jiayuan Ye, Louis Béthune, Angelos Katharopoulos, David Grangier
- Published: 02 Mar 2026, Last Modified: 07 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
When do Score-Based Data Valuation Methods Work, and Why?
Kumar Kshitij Patel, Sai Praneeth Karimireddy, Raul Castro Fernandez, Manolis Zampetakis
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Hubble: a Model Suite to Advance the Study of LLM Memorization
Johnny Wei, Ameya Godbole, Mohammad Aflah Khan, Ryan Yixiang Wang, Xiaoyuan Zhu, James Flemings, Nitya Kashyap, Krishna P. Gummadi, Willie Neiswanger, Robin Jia
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
MobileKernelBench: Can LLMs Write Efficient Kernels for Mobile Devices?
Xingze Zou, Jing Wang, Yuhua Zheng, Xueyi Chen, Haolei Bai, Lingcheng Kong, Syed A.R. Abu-Bakar, Zhaode Wang, chengfei lv, Haoji Hu, Huan Wang
- Published: 02 Mar 2026, Last Modified: 12 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning
Shaobo Wang, Jiaming Wang, Jiajun Zhang, Cong Wang, Yue Min, Zichen Wen, Xingzhang Ren, Fei Huang, Huiqiang Jiang, Junyang Lin, Dayiheng Liu, Linfeng Zhang
- Published: 02 Mar 2026, Last Modified: 02 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
PluRel: Synthetic Data unlocks Scaling Laws for Relational Foundation Models
Vignesh Kothapalli, Rishabh Ranjan, Valter Hudovernik, Vijay Prakash Dwivedi, Johannes Hoffart, Carlos Guestrin, Jure Leskovec
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
OPUS: Towards Principled and Scalable Data Selection for Large Language Model Pre-training in Every Iteration
Shaobo Wang, Xuan Ouyang, Tianyi Xu, Yuzheng Hu, Jialin Liu, Guo Chen, Tianyu Zhang, Junhao Zheng, Kexin Yang, Xingzhang Ren, Dayiheng Liu, Linfeng Zhang
- Published: 02 Mar 2026, Last Modified: 01 Apr 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Context-Aware Criteria Generation with VLMs for Advertisement Ranking under Data Scarcity
Kyungho Kim, Yeonje Choi, Gyurim Hwang, Sejin Chung, Hongseok Lee, Myeong Ho Song, Yeongho Kim, Sunwoo Kim, Jongha Lee, Juyeon Kim, Kijung Shin
- Published: 03 Mar 2026, Last Modified: 10 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
OR-LLM-Bench: A Pipeline for Scalable and Verifiable Text-to-Optimization Synthesis
Zhiqi Gao, Albert Ge, Alexander Michael Berenbeim, Nathaniel D. Bastian, Frederic Sala
- Published: 02 Mar 2026, Last Modified: 22 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Data Selection for Fine-tuning Vision Language Models via Cross Modal Alignment Trajectories
Dang Nguyen, Nilay Naharas, Neslihan Bulut, Mohammadhossein Bateni, Vahab Mirrokni, Baharan Mirzasoleiman
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone

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