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Author

Zeyu Zhang

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Preprint Aug 2026

Learning how to Forget: Fine-tuning for Long-Context Sparse Attention

This work provides a new method for fine-tuning models with sparse attention that works for any KV cache policy, runs on a moderate hardware budget, and allows the model to co-adapt with the policy, often outperforming models trained with exact attention (sequence parallelism).

Matthias W. Seeger, Zeyu Zhang, Vihang Patil et al. · 0 citations
Preprint Jul 2026

Beyond Scale and Generation: Understanding Language Model-based Entity Matching

The factors underlying performance differences across matcher architectures are clarified and motivate future research and benchmark designs that better disentangle architectural choices from model-level factors while explicitly evaluating distribution shift and cross-dataset transferability.

Zeyu Zhang, Xue Li, Iacer Calixto et al. · 0 citations