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Large Language Models

6,405 papers

Papers per year

Papers

Why are Visually-Grounded Language Models Bad at Image Classification? NIPS 2024
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention NIPS 2024
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning NIPS 2024
Empowering and Assessing the Utility of Large Language Models in Crop Science NIPS 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NIPS 2024
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models NIPS 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NIPS 2024
Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency NIPS 2024
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling NIPS 2024
EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas NIPS 2024
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs? NIPS 2024
ChatCam: Empowering Camera Control through Conversational AI NIPS 2024
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NIPS 2024
LoRA-GA: Low-Rank Adaptation with Gradient Approximation NIPS 2024
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving NIPS 2024
DALD: Improving Logits-based Detector without Logits from Black-box LLMs NIPS 2024
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models NIPS 2024
Recursive Introspection: Teaching Language Model Agents How to Self-Improve NIPS 2024
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models NIPS 2024
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature NIPS 2024
Rethinking LLM Memorization through the Lens of Adversarial Compression NIPS 2024
An Efficient Recipe for Long Context Extension via Middle-Focused Positional Encoding NIPS 2024
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NIPS 2024
Causal language modeling can elicit search and reasoning capabilities on logic puzzles NIPS 2024
Spectral Editing of Activations for Large Language Model Alignment NIPS 2024