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Foundation Models

4,845 papers

Papers per year

Papers

Toward a Stable, Fair, and Comprehensive Evaluation of Object Hallucination in Large Vision-Language Models NIPS 2024
Fractal Patterns May Illuminate the Success of Next-Token Prediction NIPS 2024
ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction NIPS 2024
Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem NIPS 2024
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models NIPS 2024
LOVA3: Learning to Visual Question Answering, Asking and Assessment NIPS 2024
Parallelizing Linear Transformers with the Delta Rule over Sequence Length NIPS 2024
WONDERBREAD: A Benchmark for Evaluating Multimodal Foundation Models on Business Process Management Tasks NIPS 2024
A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models NIPS 2024
Iterative Reasoning Preference Optimization NIPS 2024
Learning Goal-Conditioned Representations for Language Reward Models NIPS 2024
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models NIPS 2024
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory NIPS 2024
AutoTimes: Autoregressive Time Series Forecasters via Large Language Models NIPS 2024
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing NIPS 2024
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers NIPS 2024
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation NIPS 2024
fMRI predictors based on language models of increasing complexity recover brain left lateralization NIPS 2024
Instance-adaptive Zero-shot Chain-of-Thought Prompting NIPS 2024
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry NIPS 2024
SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures NIPS 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback NIPS 2024
Gorilla: Large Language Model Connected with Massive APIs NIPS 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases NIPS 2024
A Theoretical Perspective for Speculative Decoding Algorithm NIPS 2024