Princeton Natural Language Processing

[NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

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[ICLR 2024] SWE-Bench: Can Language Models Resolve Real-world Github Issues?

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

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[ICLR 2024] Evaluating Large Language Models at Evaluating Instruction Following

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

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[EMNLP 2023] Adapting Language Models to Compress Long Contexts

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[EMNLP 2023] C-STS: Conditional Semantic Textual Similarity

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Preprint: Long-Context Language Modeling with Parallel Encodings

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Repo for paper: Controllable Text Generation with Language Constraints

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[ICLR 2024] COLLIE: Systematic Construction of Constrained Text Generation Tasks

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