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@princeton-nlp

Princeton Natural Language Processing

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  1. tree-of-thought-llm Public

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

    Python 5.1k 493

  2. LLM-Shearing Public

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

    Python 594 50

  3. SimCSE Public

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

    Python 3.5k 521

  4. SimPO Public

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

    Python 843 57

Repositories

Showing 10 of 81 repositories
  • HELMET Public

    The HELMET Benchmark

    Jupyter Notebook 120 MIT 17 4 2 Updated Mar 13, 2025
  • Edge-Pruning Public

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

    Python 47 MIT 5 2 0 Updated Mar 8, 2025
  • ProLong Public

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

    Python 163 MIT 5 5 0 Updated Mar 6, 2025
  • ShortcutGrammar Public

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

    Jupyter Notebook 58 1 1 0 Updated Feb 28, 2025
  • SimPO Public

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

    Python 843 MIT 57 22 0 Updated Feb 16, 2025
  • ELIZA-Transformer Public

    [NAACL 2025] Representing Rule-based Chatbots with Transformers

    Python 19 MIT 4 0 0 Updated Feb 9, 2025
  • unintentional-unalignment Public

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

    Python 23 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

    Python 5,143 MIT 493 3 1 Updated Jan 16, 2025
  • USACO Public

    Can Language Models Solve Olympiad Programming?

    Python 111 11 0 0 Updated Jan 14, 2025
  • CharXiv Public

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

    Python 98 Apache-2.0 11 1 0 Updated Dec 25, 2024
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