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20202024
most citedOut of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks?

2 citations · 5 across the 7 of their papers we have counts for

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Showing 2024 · cs.CLShow all

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cs.CL2024

SlimLM: An Efficient Small Language Model for On-Device Document Assistance

Thang M. Pham, Phat T. Nguyen, Seunghyun Yoon +3

While small language models (SLMs) show promises for mobile deployment, their real-world performance and applications on smartphones remains underexplored. We present SlimLM, a ser…

cs.CL2024

Taipan: Efficient and Expressive State Space Language Models with Selective Attention

Chien Van Nguyen, Huy Huu Nguyen, Thang M. Pham +8

Efficient long-context language modeling remains a significant challenge in Natural Language Processing (NLP). While Transformers dominate language tasks, they struggle with long s…