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Large Language Models

6,405 papers

Papers per year

Papers

Protecting Your LLMs with Information Bottleneck NIPS 2024
Time-Reversal Provides Unsupervised Feedback to LLMs NIPS 2024
UQE: A Query Engine for Unstructured Databases NIPS 2024
Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation NIPS 2024
SciCode: A Research Coding Benchmark Curated by Scientists NIPS 2024
Delving into the Reversal Curse: How Far Can Large Language Models Generalize? NIPS 2024
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NIPS 2024
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
Wings: Learning Multimodal LLMs without Text-only Forgetting 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
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NIPS 2024
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models NIPS 2024
BertaQA: How Much Do Language Models Know About Local Culture? NIPS 2024
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NIPS 2024
LLM-Check: Investigating Detection of Hallucinations in Large Language Models NIPS 2024
Bridge the Modality and Capability Gaps in Vision-Language Model Selection NIPS 2024
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts NIPS 2024
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NIPS 2024
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NIPS 2024
LeDex: Training LLMs to Better Self-Debug and Explain Code NIPS 2024