Foundation Models

FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL 2024 Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP 2024 Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use ACL 2024 Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024 Fostering the Ecosystem of Open Neural Encoders for Portuguese with Albertina PT* Family COLING 2024 Foundation Model Assisted Weakly Supervised Semantic Segmentation WACV 2024 Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models ICLR 2024 Found in the middle: Calibrating Positional Attention Bias Improves Long Context Utilization ACL 2024 Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models NAACL 2024 Fractal Patterns May Illuminate the Success of Next-Token Prediction NeurIPS 2024 FrameQuant: Flexible Low-Bit Quantization for Transformers ICML 2024 FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation ACL 2024 Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NeurIPS 2024 From Generalization Analysis to Optimization Designs for State Space Models ICML 2024 From Generation to Selection: Findings of Converting Analogical Problem-Solving into Multiple-Choice Questions EMNLP 2024 From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting ACL 2024 From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024 From Raw Video to Pedagogical Insights: A Unified Framework for Student Behavior Analysis AAAI 2024 From Static to Dynamic: Knowledge Metabolism for Large Language Models AAAI 2024 From Statistical Relational to Neuro-Symbolic Artificial Intelligence AAAI 2024 From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NeurIPS 2024 Frozen Transformers in Language Models Are Effective Visual Encoder Layers ICLR 2024 Functional Diffusion CVPR 2024 Functional Overlap Reranking for Neural Code Generation ACL 2024 Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey ACL 2024