language model

Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling ICLR 2025 SAN: Hypothesizing Long-Term Synaptic Development and Neural Engram Mechanism in Scalable Model’s Parameter-Efficient Fine-Tuning ICML 2025 Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal AAAI 2025 Scalable Extraction of Training Data from Aligned, Production Language Models ICLR 2025 Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing ACL 2025 Scaling Data-Constrained Language Models JMLR 2025 Scaling FP8 training to trillion-token LLMs ICLR 2025 Scaling Laws for Adversarial Attacks on Language Model Activations and Tokens ICLR 2025 Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study ICLR 2025 Scaling up the State Size of RNN LLMs for Long-Context Scenarios ACL 2025 ScEdit: Script-based Assessment of Knowledge Editing ACL 2025 SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models AAAI 2025 Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models ACL 2025 Selected Languages are All You Need for Cross-lingual Truthfulness Transfer COLING 2025 Self-Augmented Preference Alignment for Sycophancy Reduction in LLMs EMNLP 2025 Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI ICML 2025 Self-Improving Robust Preference Optimization ICLR 2025 Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models ACL 2025 Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models ACL 2025 Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025 Serving the Underserved: Leveraging BARTBahnar Language Model for Bahnaric-Vietnamese Translation NAACL 2025 SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025 SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models ICML 2025 Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity EMNLP 2025 ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025