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Foundation Models

4,845 papers

Papers per year

Papers

On the Scalability of GNNs for Molecular Graphs NIPS 2024
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning EMNLP 2024
Meta 3D AssetGen: Text-to-Mesh Generation with High-Quality Geometry, Texture, and PBR Materials NIPS 2024
Re-Reading Improves Reasoning in Large Language Models EMNLP 2024
Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures EMNLP 2024
Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models NAACL 2024
DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024
Can Language Models Recognize Convincing Arguments? EMNLP 2024
STAGE: Simplified Text-Attributed Graph Embeddings using Pre-trained LLMs ACL 2024
Anchor Points: Benchmarking Models with Much Fewer Examples EACL 2024
PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness EMNLP 2024
FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions WACV 2024
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications EMNLP 2024
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024
Paraphrase Types Elicit Prompt Engineering Capabilities EMNLP 2024
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model CVPR 2024
Information Re-Organization Improves Reasoning in Large Language Models NIPS 2024
Understanding and Minimising Outlier Features in Transformer Training NIPS 2024
PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling EMNLP 2024
Mitigating Object Hallucination via Concentric Causal Attention NIPS 2024
Can We Instruct LLMs to Compensate for Position Bias? EMNLP 2024
Driving Everywhere with Large Language Model Policy Adaptation CVPR 2024
Ancient Chinese Sentence Segmentation and Punctuation on Xunzi LLM COLING 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024
LMDX: Language Model-based Document Information Extraction and Localization ACL 2024