Paper "natural language understanding" Papers

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Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis

Lin Yuan, Jun Xu, Honghao Gui et al.

AAAI 2025paperarXiv:2502.03843
3
citations

Structural Entropy Guided Probabilistic Coding

Xiang Huang, Hao Peng, Li Sun et al.

AAAI 2025paperarXiv:2412.08841
3
citations

BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials

Xingrun Xing, Li Du, Xinyuan Wang et al.

AAAI 2024paperarXiv:2312.08937
5
citations

ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference

Ziqian Zeng, Yihuai Hong, Hongliang Dai et al.

AAAI 2024paperarXiv:2312.11882
17
citations

Imitation of Life: A Search Engine for Biologically Inspired Design

Hen Emuna, Nadav Borenstein, Xin Qian et al.

AAAI 2024paperarXiv:2312.12681
4
citations

Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks

Bo Li, Wei Ye, Quansen Wang et al.

AAAI 2024paperarXiv:2312.08726
4
citations

SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding

Tianyu Yu, Chengyue Jiang, Chao Lou et al.

AAAI 2024paperarXiv:2308.10529
28
citations