Princeton Natural Language Processing

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tree-of-thought-llmtree-of-thought-llmPublic
[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
Python 5.2k 496
LLM-ShearingLLM-ShearingPublic
[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
Python 597 51
SimCSESimCSEPublic
[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
Python 3.5k 520
SimPOSimPOPublic
[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
Python 850 59

Repositories

Showing 10 of 81 repositories

HELMET Public
The HELMET Benchmark
princeton-nlp/HELMET’s past year of commit activity
Jupyter Notebook 121MIT 18 4 2 UpdatedMar 17, 2025
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 47MIT 5 2 0 UpdatedMar 8, 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 165MIT 6 0 0 UpdatedMar 6, 2025
ShortcutGrammar Public
EMNLP 2022: Finding Dataset Shortcuts with Grammar Inductionhttps://arxiv.org/abs/2210.11560
princeton-nlp/ShortcutGrammar’s past year of commit activity
Jupyter Notebook 58 1 1 0 UpdatedFeb 28, 2025
SimPO Public
[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
princeton-nlp/SimPO’s past year of commit activity
Python 850MIT 59 22 0 UpdatedFeb 16, 2025
ELIZA-Transformer Public
[NAACL 2025] Representing Rule-based Chatbots with Transformers
princeton-nlp/ELIZA-Transformer’s past year of commit activity
Python 20MIT 4 0 0 UpdatedFeb 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 23MIT 2 0 0 UpdatedJan 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 5,168MIT 496 4 1 UpdatedJan 16, 2025
USACO Public
Can Language Models Solve Olympiad Programming?
princeton-nlp/USACO’s past year of commit activity
Python 112 11 0 0 UpdatedJan 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 99Apache-2.0 11 1 0 UpdatedDec 25, 2024