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Large Language Models

6,405 papers

Papers per year

Papers

SnapKV: LLM Knows What You are Looking for Before Generation NIPS 2024
Boosting the Potential of Large Language Models with an Intelligent Information Assistant NIPS 2024
Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization NIPS 2024
Neuro-Symbolic Data Generation for Math Reasoning NIPS 2024
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias NIPS 2024
SIRIUS : Contexual Sparisty with Correction for Efficient LLMs NIPS 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NIPS 2024
Grammar-Aligned Decoding NIPS 2024
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization NIPS 2024
BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models NIPS 2024
LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models NIPS 2024
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning NIPS 2024
Learning 1D Causal Visual Representation with De-focus Attention Networks NIPS 2024
AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NIPS 2024
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low Resource and Extinct Languages NIPS 2024
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search NIPS 2024
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing NIPS 2024
AlphaMath Almost Zero: Process Supervision without Process NIPS 2024
Perplexity-aware Correction for Robust Alignment with Noisy Preferences NIPS 2024
RL-GPT: Integrating Reinforcement Learning and Code-as-policy NIPS 2024
Visual Perception by Large Language Model’s Weights NIPS 2024
Enhancing LLM Reasoning via Vision-Augmented Prompting NIPS 2024
Multi-LLM Debate: Framework, Principals, and Interventions NIPS 2024
Chain of Thoughtlessness? An Analysis of CoT in Planning NIPS 2024
A Critical Evaluation of AI Feedback for Aligning Large Language Models NIPS 2024