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| CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning | May 22, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Incremental Sequence Classification with Temporal Consistency | May 22, 2025 | ClassificationLanguage Modeling | —Unverified | 0 |
| Latent Principle Discovery for Language Model Self-Improvement | May 22, 2025 | ClusteringLanguage Modeling | —Unverified | 0 |
| Plan and Budget: Effective and Efficient Test-Time Scaling on Large Language Model Reasoning | May 22, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Power-Law Decay Loss for Large Language Model Finetuning: Focusing on Information Sparsity to Enhance Generation Quality | May 22, 2025 | Abstractive Text SummarizationInformativeness | CodeCode Available | 0 |
| SATURN: SAT-based Reinforcement Learning to Unleash Language Model Reasoning | May 22, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions | May 22, 2025 | Claim VerificationFact Checking | CodeCode Available | 0 |
| Small-to-Large Generalization: Data Influences Models Consistently Across Scale | May 22, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Attention with Trained Embeddings Provably Selects Important Tokens | May 22, 2025 | Binary ClassificationLanguage Modeling | —Unverified | 0 |
