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Princeton Natural Language Processing

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  1. tree-of-thought-llm tree-of-thought-llm Public

    [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

    Python 4.9k 459

  2. LLM-Shearing LLM-Shearing Public

    [ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

    Python 565 48

  3. SimCSE SimCSE Public

    [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

    Python 3.5k 519

  4. SimPO SimPO Public

    [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

    Python 752 51

Repositories

Showing 10 of 80 repositories
  • ProLong Public

    Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"

    princeton-nlp/ProLong’s past year of commit activity
    Python 139 MIT 5 3 0 Updated Dec 11, 2024
  • Edge-Pruning Public

    [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".

    princeton-nlp/Edge-Pruning’s past year of commit activity
    Python 32 MIT 5 2 0 Updated Dec 6, 2024
  • LitSearch Public

    [EMNLP 2024] A Retrieval Benchmark for Scientific Literature Search

    princeton-nlp/LitSearch’s past year of commit activity
    Python 69 MIT 5 2 0 Updated Dec 2, 2024
  • HELMET Public

    The HELMET Benchmark

    princeton-nlp/HELMET’s past year of commit activity
    Python 86 MIT 9 4 0 Updated Nov 5, 2024
  • SimPO Public

    [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

    princeton-nlp/SimPO’s past year of commit activity
    Python 752 MIT 51 20 0 Updated Nov 4, 2024
  • CharXiv Public

    [NeurIPS 2024] CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

    princeton-nlp/CharXiv’s past year of commit activity
    Python 84 Apache-2.0 9 0 0 Updated Oct 20, 2024
  • LESS Public

    [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

    princeton-nlp/LESS’s past year of commit activity
    Jupyter Notebook 386 MIT 37 13 1 Updated Oct 20, 2024
  • unintentional-unalignment Public

    Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization

    princeton-nlp/unintentional-unalignment’s past year of commit activity
    Python 14 MIT 2 0 0 Updated Oct 17, 2024
  • SimCSE Public

    [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

    princeton-nlp/SimCSE’s past year of commit activity
    Python 3,458 MIT 519 2 0 Updated Oct 16, 2024
  • ALCE Public

    [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627

    princeton-nlp/ALCE’s past year of commit activity
    Python 466 MIT 42 3 1 Updated Oct 9, 2024
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