Large Language Models

Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025 Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models Interspeech 2025 Analyzing the Rapid Generalization of SFT via the Perspective of Attention Head Activation Patterns ACL 2025 Analyzing Uncertainty of LLM-as-a-Judge: Interval Evaluations with Conformal Prediction EMNLP 2025 Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025 An Analysis for Reasoning Bias of Language Models with Small Initialization ICML 2025 An Analysis of Scoring Methods for Reranking in Large Language Model Story Generation NAACL 2025 An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025 An Architecture Search Framework for Inference-Time Techniques ICML 2025 AnaScore: Understanding Semantic Parallelism in Proportional Analogies NAACL 2025 An Automated Explainable Educational Assessment System Built on LLMs AAAI 2025 An Automatic Method to Estimate Correctness of RAG COLING 2025 Anchored Answers: Unravelling Positional Bias in GPT-2’s Multiple-Choice Questions ACL 2025 An Efficient Matrix Multiplication Algorithm for Accelerating Inference in Binary and Ternary Neural Networks ICML 2025 An Efficient Private GPT Never Autoregressively Decodes ICML 2025 An Efficient Pruner for Large Language Model with Theoretical Guarantee ICML 2025 An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 ACL 2025 An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint EMNLP 2025 An Empirical Study on Configuring In-Context Learning Demonstrations for Unleashing MLLMs’ Sentimental Perception Capability ICML 2025 An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025 An End-to-End Model for Logits-Based Large Language Models Watermarking ICML 2025 An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems EMNLP 2025 An Interpretable N-gram Perplexity Threat Model for Large Language Model Jailbreaks ICML 2025 AniSan@NLU of Devanagari Script Languages 2025: Optimizing Language Identification with Ensemble Learning COLING 2025 An Iterative Algorithm for Rescaled Hyperbolic Functions Regression AISTATS 2025