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Foundation Models

4,860 papers

Papers per year

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123
1821
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Papers

Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory AAAI 2024
InfiniPot: Infinite Context Processing on Memory-Constrained LLMs EMNLP 2024
Are Large Language Models Good Statisticians? NIPS 2024
CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support ACL 2024
Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior AAAI 2024
Aligning Large Multimodal Models with Factually Augmented RLHF ACL 2024
DART: Dual-Modal Adaptive Online Prompting and Knowledge Retention for Test-Time Adaptation AAAI 2024
Many-Shot In-Context Learning NIPS 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NIPS 2024
Interfacing Foundation Models' Embeddings NIPS 2024
Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models NAACL 2024
ESG-GPT:GPT4-Based Few-Shot Prompt Learning for Multi-lingual ESG News Text Classification COLING 2024
Prototypical Reward Network for Data-Efficient RLHF ACL 2024
FAME: Towards Factual Multi-Task Model Editing EMNLP 2024
A Hybrid AI Framework for Sensor-Based Personal Health Monitoring towards Precision Health AAAI 2024
BrainLlama at SemEval-2024 Task 6: Prompting Llama to detect hallucinations and related observable overgeneration mistakes NAACL 2024
ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024
A Survey on Neural Question Generation: Methods, Applications, and Prospects IJCAI 2024
MotionGPT: Human Motion Synthesis With Improved Diversity and Realism via GPT-3 Prompting WACV 2024
AMPO: Automatic Multi-Branched Prompt Optimization EMNLP 2024
Comprehensive Abstractive Comment Summarization with Dynamic Clustering and Chain of Thought ACL 2024
TableLlama: Towards Open Large Generalist Models for Tables NAACL 2024
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ACL 2024
Detection and Measurement of Syntactic Templates in Generated Text EMNLP 2024
Infusing Acoustic Pause Context into Text-Based Dementia Assessment INTERSPEECH 2024