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1. HKUST-KnowComp/Knowledge-Constrained-Decoding HKUST-KnowComp/Knowledge-Constrained-Decoding Public

   Official Code for EMNLP2023 Main Conference paper: "KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection"

   Python 30 1

2. HKUST-KnowComp/CSKB-Population HKUST-KnowComp/CSKB-Population Public

   Codes for the EMNLP2021 paper: Benchmarking Commonsense Knowledge Base Population (https://aclanthology.org/2021.emnlp-main.705.pdf). An updated version CKBP v2 (https://arxiv.org/pdf/2304.10392.pdf)

   Python 26 3

3. RetNet RetNet Public

   Huggingface compatible implementation of RetNet (Retentive Networks, https://arxiv.org/pdf/2307.08621.pdf) including parallel, recurrent, and chunkwise forward.

   Jupyter Notebook 227 26

4. huggingface/transformers huggingface/transformers Public

   🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

   Python 154k 31.5k

5. MAFIA-Explanation-NLI MAFIA-Explanation-NLI Public

   Official code for MAFIA (MAsk-based Feature Interaction Attribution): Explain BERT model's decision in NLI task.

   Jupyter Notebook

6. Chain-of-Hindsight-PyTorch Chain-of-Hindsight-PyTorch Public

   Unofficial implementation of Chain of Hindsight (https://arxiv.org/abs/2302.02676) using pytorch and huggingface Trainers.

   Python 11 2