Foundation Models

Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning EMNLP 2025 Teaching LLMs to Plan, Not Just Solve: Plan Learning Boosts LLMs Generalization in Reasoning Tasks EMNLP 2025 Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025 Teach Small Models to Reason by Curriculum Distillation EMNLP 2025 TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation AACL 2025 Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025 Temporal Alignment of Time Sensitive Facts with Activation Engineering EMNLP 2025 Temporal-Aware Soft Prompt Tuning for Automatic Text Dating NAACL 2025 Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding NAACL 2025 TerraMind: Large-Scale Generative Multimodality for Earth Observation ICCV 2025 Testing Simulation Theory in LLMs’ Theory of Mind IJCNLP 2025 Test-Time Canonicalization by Foundation Models for Robust Perception ICML 2025 Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025 TeXpert: A Multi-Level Benchmark for Evaluating LaTeX Code Generation by LLMs ACL 2025 Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation NAACL 2025 Text-to-LoRA: Instant Transformer Adaption ICML 2025 The AI Race: Why Current Neural Network-based Architectures are a Poor Basis for Artificial General Intelligence AAAI 2025 The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models NAACL 2025 The Distracting Effect: Understanding Irrelevant Passages in RAG ACL 2025 The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning IJCAI 2025 The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models EMNLP 2025 The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism NAACL 2025 The KoLMogorov Test: Compression by Code Generation ICLR 2025 The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units NAACL 2025 Theory of Mind in Large Language Models: Assessment and Enhancement ACL 2025