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Nugget 2D: Dynamic Contextual Compression for Scaling Decoder-only Language Models.

, , , , и . CoRR, (2023)

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Guanghui Peng

Minghao Qin

Gang Qin

Qin Wang

Qin Li

 

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CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models., , , , и . SPNLP@EMNLP, стр. 11-16. Association for Computational Linguistics, (2020)Nugget: Neural Agglomerative Embeddings of Text., и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 28337-28350. PMLR, (2023)The NLP Task Effectiveness of Long-Range Transformers., , и . EACL, стр. 3756-3772. Association for Computational Linguistics, (2023)Nugget 2D: Dynamic Contextual Compression for Scaling Decoder-only Language Models., , , , и . CoRR, (2023)Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification., , , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 6808-6819. PMLR, (2020)Learning How to Ask: Querying LMs with Mixtures of Soft Prompts., и . NAACL-HLT, стр. 5203-5212. Association for Computational Linguistics, (2021)Imputing Missing Events in Continuous-Time Event Streams., , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 4475-4485. PMLR, (2019)Dodo: Dynamic Contextual Compression for Decoder-only LMs., , , , и . ACL (1), стр. 9961-9975. Association for Computational Linguistics, (2024)CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation., , , , , , , и . CoRR, (2024)Data2Text Studio: Automated Text Generation from Structured Data., , , , и . EMNLP (Demonstration), стр. 13-18. Association for Computational Linguistics, (2018)