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Large Language Models

9,153 papers

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Papers

Estimating the Hallucination Rate of Generative AI NIPS 2024
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NIPS 2024
GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps NIPS 2024
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs NIPS 2024
Large Language Models' Expert-level Global History Knowledge Benchmark (HiST-LLM) NIPS 2024
Fast Best-of-N Decoding via Speculative Rejection NIPS 2024
Where does In-context Learning Happen in Large Language Models? NIPS 2024
Dense Connector for MLLMs NIPS 2024
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models NIPS 2024
LLM-Check: Investigating Detection of Hallucinations in Large Language Models NIPS 2024
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NIPS 2024
NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates NIPS 2024
Interpreting Learned Feedback Patterns in Large Language Models NIPS 2024
StackEval: Benchmarking LLMs in Coding Assistance NIPS 2024
Aligning Large Language Models with Representation Editing: A Control Perspective NIPS 2024
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs NIPS 2024
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs NIPS 2024
Leveraging Environment Interaction for Automated PDDL Translation and Planning with Large Language Models NIPS 2024
Dual-Personalizing Adapter for Federated Foundation Models NIPS 2024
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NIPS 2024
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks NIPS 2024
Unveiling the Bias Impact on Symmetric Moral Consistency of Large Language Models NIPS 2024
Verified Code Transpilation with LLMs NIPS 2024
Exploiting LLM Quantization NIPS 2024
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NIPS 2024