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Large Language Models

2678 directly classified papers

Papers per year

Papers

Questioning the Survey Responses of Large Language Models NIPS 2024
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NIPS 2024
A Careful Examination of Large Language Model Performance on Grade School Arithmetic NIPS 2024
Selective Generation for Controllable Language Models NIPS 2024
CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence 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
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NIPS 2024
ChatCam: Empowering Camera Control through Conversational AI NIPS 2024
Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models NIPS 2024
Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations AAAI 2024
Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers AAAI 2024
MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024
Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024
SIG: Speaker Identification in Literature via Prompt-Based Generation AAAI 2024
Spectral Editing of Activations for Large Language Model Alignment NIPS 2024
Efficient LLM Scheduling by Learning to Rank NIPS 2024
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity NIPS 2024
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models NIPS 2024
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning NIPS 2024
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search NIPS 2024
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA NIPS 2024
The Mamba in the Llama: Distilling and Accelerating Hybrid Models NIPS 2024
SGLang: Efficient Execution of Structured Language Model Programs NIPS 2024
Memory-Efficient LLM Training with Online Subspace Descent NIPS 2024