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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 5.1k 489

  2. LLM-Shearing LLM-Shearing Public

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

    Python 587 49

  3. SimCSE SimCSE Public

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

    Python 3.5k 520

  4. SimPO SimPO Public

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

    Python 833 57

Repositories

Showing 10 of 81 repositories
  • HELMET Public

    The HELMET Benchmark

    princeton-nlp/HELMET’s past year of commit activity
    Python 116 MIT 17 4 0 Updated Feb 27, 2025
  • ShortcutGrammar Public

    EMNLP 2022: Finding Dataset Shortcuts with Grammar Induction https://arxiv.org/abs/2210.11560

    princeton-nlp/ShortcutGrammar’s past year of commit activity
    Jupyter Notebook 58 1 1 0 Updated Feb 26, 2025
  • 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 159 MIT 5 5 0 Updated Feb 21, 2025
  • SimPO Public

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

    princeton-nlp/SimPO’s past year of commit activity
    Python 833 MIT 57 21 0 Updated Feb 16, 2025
  • ELIZA-Transformer Public

    [NAACL 2025] Representing Rule-based Chatbots with Transformers

    princeton-nlp/ELIZA-Transformer’s past year of commit activity
    Python 19 MIT 3 0 0 Updated Feb 9, 2025
  • unintentional-unalignment Public

    [ICLR 2025] Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization

    princeton-nlp/unintentional-unalignment’s past year of commit activity
    Python 20 MIT 2 0 0 Updated Jan 23, 2025
  • tree-of-thought-llm Public

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

    princeton-nlp/tree-of-thought-llm’s past year of commit activity
    Python 5,111 MIT 489 3 1 Updated Jan 16, 2025
  • USACO Public

    Can Language Models Solve Olympiad Programming?

    princeton-nlp/USACO’s past year of commit activity
    Python 110 11 0 0 Updated Jan 14, 2025
  • CharXiv Public

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

    princeton-nlp/CharXiv’s past year of commit activity
    Python 96 Apache-2.0 11 1 0 Updated Dec 25, 2024
  • il-scaling-in-games Public

    Official code repo of "Scaling Laws for Imitation Learning in Single-Agent Games"

    princeton-nlp/il-scaling-in-games’s past year of commit activity
    Python 8 0 0 0 Updated Dec 18, 2024
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