language model

Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025 KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan ACL 2025 KernelBench: Can LLMs Write Efficient GPU Kernels? ICML 2025 KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models EMNLP 2025 Knowledge Editing Induces Underconfidence in Language Models EMNLP 2025 Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition ICLR 2025 Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models AAAI 2025 Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning ACL 2025 KoLEG: On-the-Fly Korean Legal Knowledge Editing with Continuous Retrieval EMNLP 2025 L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025 L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025 LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation ICML 2025 LangCompress: Language-Aware Compression of Large Language Models IJCNLP 2025 LangSAMP: Language-Script Aware Multilingual Pretraining ACL 2025 Language Agents Meet Causality -- Bridging LLMs and Causal World Models ICLR 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 Language Imbalance Driven Rewarding for Multilingual Self-improving ICLR 2025 Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers EMNLP 2025 Language Modeling with Editable External Knowledge NAACL 2025 Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks AAAI 2025 Language Model Probabilities are Not Calibrated in Numeric Contexts ACL 2025 Language Models are Crossword Solvers NAACL 2025 Language Models as Causal Effect Generators EMNLP 2025 Language Models as Implicit Tree Search ICML 2025 Language Models at the Syntax-Semantics Interface: A Case Study of the Long-Distance Binding of Chinese Reflexive Ziji COLING 2025