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Large Language Models

6,405 papers

Papers per year

Papers

Multi-Object Hallucination in Vision Language Models NIPS 2024
Symbolic Regression with a Learned Concept Library NIPS 2024
Is Programming by Example Solved by LLMs? NIPS 2024
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NIPS 2024
Can Language Models Learn to Skip Steps? NIPS 2024
Enhancing Domain Adaptation through Prompt Gradient Alignment NIPS 2024
From Instance Training to Instruction Learning: Task Adapters Generation from Instructions NIPS 2024
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems NIPS 2024
Questioning the Survey Responses of Large Language Models NIPS 2024
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NIPS 2024
II-Bench: An Image Implication Understanding Benchmark for Multimodal Large Language Models NIPS 2024
A Careful Examination of Large Language Model Performance on Grade School Arithmetic NIPS 2024
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization NIPS 2024
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction NIPS 2024
Block Transformer: Global-to-Local Language Modeling for Fast Inference NIPS 2024
Decoding-Time Language Model Alignment with Multiple Objectives NIPS 2024
MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NIPS 2024
RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts NIPS 2024
Personalized Steering of Large Language Models: Versatile Steering Vectors Through Bi-directional Preference Optimization NIPS 2024
The Art of Saying No: Contextual Noncompliance in Language Models NIPS 2024
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks NIPS 2024
SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NIPS 2024
CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence NIPS 2024
WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts NIPS 2024
Calibrated Self-Rewarding Vision Language Models NIPS 2024