language model

Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator ICCV 2025 SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models EMNLP 2025 Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation EMNLP 2025 Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation ICLR 2025 SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning ICML 2025 Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025 SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation ACL 2025 Single layer tiny Co4 outpaces GPT-2 and GPT-BERT EMNLP 2025 Sinhala Encoder-only Language Models and Evaluation ACL 2025 skLEP: A Slovak General Language Understanding Benchmark ACL 2025 Slender-Mamba: Fully Quantized Mamba in 1.58 Bits From Head to Toe COLING 2025 SLoPe: Double-Pruned Sparse Plus Lazy Low-Rank Adapter Pretraining of LLMs ICLR 2025 SLOT: Structuring the Output of Large Language Models EMNLP 2025 SlovakBabyLM: Replication of the BabyLM and Sample-efficient Pretraining for a Low-Resource Language EMNLP 2025 Small Changes, Big Impact: How Manipulating a Few Neurons Can Drastically Alter LLM Aggression ACL 2025 Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025 Small Language Models Also Work With Small Vocabularies: Probing the Linguistic Abilities of Grapheme- and Phoneme-Based Baby Llamas COLING 2025 Small Language Models in the Real World: Insights from Industrial Text Classification ACL 2025 Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations ACL 2025 SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression AAAI 2025 Some Myths About Bias: A Queer Studies Reading Of Gender Bias In NLP ACL 2025 Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment EMNLP 2025 Sparse Activation Editing for Reliable Instruction Following in Narratives EMNLP 2025 Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models ICLR 2025 Speed Without Sacrifice: Fine-Tuning Language Models with Medusa and Knowledge Distillation in Travel Applications ACL 2025