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Large Language Models

6,405 papers

Papers per year

Papers

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NIPS 2024
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity NIPS 2024
Universal In-Context Approximation By Prompting Fully Recurrent Models NIPS 2024
Automatically Learning Hybrid Digital Twins of Dynamical Systems NIPS 2024
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models NIPS 2024
Order-Independence Without Fine Tuning NIPS 2024
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus NIPS 2024
Aligning to Thousands of Preferences via System Message Generalization NIPS 2024
Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack NIPS 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NIPS 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NIPS 2024
Transformers Represent Belief State Geometry in their Residual Stream NIPS 2024
On scalable oversight with weak LLMs judging strong LLMs NIPS 2024
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models NIPS 2024
Panacea: Pareto Alignment via Preference Adaptation for LLMs NIPS 2024
GTA: A Benchmark for General Tool Agents NIPS 2024
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NIPS 2024
Amortizing intractable inference in diffusion models for vision, language, and control NIPS 2024
GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NIPS 2024
Many-Shot In-Context Learning NIPS 2024
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf NIPS 2024
End-To-End Causal Effect Estimation from Unstructured Natural Language Data NIPS 2024
Pretrained Transformer Efficiently Learns Low-Dimensional Target Functions In-Context NIPS 2024
VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions NIPS 2024
kGym: A Platform and Dataset to Benchmark Large Language Models on Linux Kernel Crash Resolution NIPS 2024