Persdre / NeurIPS-2024-LLM-Papers
Accepted LLM Papers in NeurIPS 2024
☆22Updated last month
Related projects ⓘ
Alternatives and complementary repositories for NeurIPS-2024-LLM-Papers
- Code&Data for the paper "Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization"☆10Updated 5 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆55Updated 3 months ago
- Code for https://arxiv.org/abs/2401.17139 (NeurIPS 2024)☆25Updated this week
- [NeurIPS2024] Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging☆36Updated this week
- A Survey on the Honesty of Large Language Models☆46Updated last month
- [ACL 2024] Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. Detect and mitigate object hallucinatio…☆16Updated 5 months ago
- code for ACL24 "MELoRA: Mini-Ensemble Low-Rank Adapter for Parameter-Efficient Fine-Tuning"☆15Updated 6 months ago
- Survey on Data-centric Large Language Models☆65Updated 4 months ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆45Updated 7 months ago
- State-of-the-art Parameter-Efficient MoE Fine-tuning Method☆92Updated 2 months ago
- [ATTRIB @ NeurIPS 2024] When Attention Sink Emerges in Language Models: An Empirical View☆29Updated last month
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆64Updated 5 months ago
- [Preprint] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models☆50Updated 3 months ago
- Implementation of the MATRIX framework (ICML 2024)☆39Updated 6 months ago
- [EMNLP 2024 Findings🔥] Official implementation of "LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Infe…☆75Updated last week
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆74Updated this week
- ☆21Updated last month
- [AAAI 2024] MELO: Enhancing Model Editing with Neuron-indexed Dynamic LoRA☆21Updated 7 months ago
- AdaICL: Which Examples to Annotate of In-Context Learning? Towards Effective and Efficient Selection☆16Updated last year
- ☆23Updated 5 months ago
- SEA is an automated paper review framework capable of generating comprehensive and high-quality review feedback with high consistency for…☆50Updated last month
- Efficient and Online Dataset Growth Algorithm (with cleanness and diversity awareness) to deal with growing web data☆19Updated 3 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆53Updated 3 weeks ago
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)☆37Updated this week
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆25Updated 4 months ago
- [EMNLP 2023 Main] Sparse Low-rank Adaptation of Pre-trained Language Models☆69Updated 8 months ago
- ☆43Updated 3 weeks ago
- Awesome Low-Rank Adaptation☆18Updated 2 months ago
- An Easy-to-use Hallucination Detection Framework for LLMs.☆48Updated 7 months ago
- Official implementation for "ALI-Agent: Assessing LLMs'Alignment with Human Values via Agent-based Evaluation"☆11Updated last month