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Foundation Models

4,845 papers

Papers per year

Papers

Pricing and Competition for Generative AI NIPS 2024
J-UniMorph: Japanese Morphological Annotation through the Universal Feature Schema NAACL 2024
MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NIPS 2024
Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis EMNLP 2024
Aligning Large Multimodal Models with Factually Augmented RLHF ACL 2024
Executing Natural Language-Described Algorithms with Large Language Models: An Investigation COLING 2024
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy NIPS 2024
ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets INTERSPEECH 2024
Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NIPS 2024
Aligning Large Language Models via Fine-grained Supervision ACL 2024
Unleashing the Potential of Large Language Models through Spectral Modulation EMNLP 2024
FactAlign: Fact-Level Hallucination Detection and Classification Through Knowledge Graph Alignment NAACL 2024
Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations ACL 2024
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks EMNLP 2024
REPLUG: Retrieval-Augmented Black-Box Language Models NAACL 2024
Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction COLING 2024
AMPO: Automatic Multi-Branched Prompt Optimization EMNLP 2024
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality Evaluation NAACL 2024
A Hybrid AI Framework for Sensor-Based Personal Health Monitoring towards Precision Health AAAI 2024
Efficient Training of Language Models with Compact and Consistent Next Token Distributions ACL 2024
FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection NIPS 2024
Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024
CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation NAACL 2024
Multimodal Table Understanding ACL 2024
Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance AAAI 2024