Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Functional Interpolation for Relative Positions improves Long Context Transformers.

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[DOI]

Shanda Li

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

GLIMMER: generalized late-interaction memory reranker.

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[DOI]

CoRR, 2023

Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models.

[BibT_eX]

[DOI]

Luke Vilnis

Yury Zemlyanskiy

Patrick Murray

Alexandre Tachard Passos

Sumit Sanghai

Proceedings of the International Conference on Machine Learning, 2023

Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute.

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[DOI]

Proceedings of the International Conference on Machine Learning, 2023

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CoLT5: Faster Long-Range Transformers with Conditional Computation.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

ImPaKT: A Dataset for Open-Schema Knowledge Base Construction.

[BibT_eX]

[DOI]

CoRR, 2022

MAVE: A Product Dataset for Multi-source Attribute Value Extraction.

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Generate-and-Retrieve: Use Your Predictions to Improve Retrieval for Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022