Foundation Models

Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning ICLR 2025 Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering EMNLP 2025 Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining ICCV 2025 Is a Peeled Apple Still Red? Evaluating LLMs’ Ability for Conceptual Combination with Property Type NAACL 2025 Is In-Context Learning a Type of Error-Driven Learning? Evidence from the Inverse Frequency Effect in Structural Priming NAACL 2025 Is It JUST Semantics? A Case Study of Discourse Particle Understanding in LLMs ACL 2025 Is Your LLM Outdated? A Deep Look at Temporal Generalization NAACL 2025 It Is Not Only the Negative that Deserves Attention! Understanding, Generation & Evaluation of (Positive) Moderation NAACL 2025 ITU NLP at TSAR 2025 Shared Task A Three-Stage Prompting Approach for CEFR-Oriented Text Simplification EMNLP 2025 JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation CVPR 2025 Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025 Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges ACL 2025 JU_NLP at BLP-2025 Task 2: Leveraging Zero-Shot Prompting for Bangla Natural Language to Python Code Generation AACL 2025 KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration EMNLP 2025 KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025 KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models ICLR 2025 KBLaM: Knowledge Base augmented Language Model ICLR 2025 KELE: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models EMNLP 2025 KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025 Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models ICML 2025 Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning AAAI 2025 KLay: Accelerating Arithmetic Circuits for Neurosymbolic AI ICLR 2025 Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval NAACL 2025 Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ACL 2025 Knowledge-driven Scientific Large Language Models AAAI 2025