CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs
Lukas Thoma, Ivonne Weyers, Erion Çano, Stefan Schweter, Jutta L Mueller, Benjamin Roth
- Anthology ID:
- 2023.conll-babylm.15
- Volume:
- Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning
- Month:
- December
- Year:
- 2023
- Address:
- Singapore
- Editors:
- Alex Warstadt, Aaron Mueller, Leshem Choshen, Ethan Wilcox, Chengxu Zhuang, Juan Ciro, Rafael Mosquera, Bhargavi Paranjabe, Adina Williams, Tal Linzen, Ryan Cotterell
- Venue:
- CoNLL
- SIG:
- Publisher:
- Association for Computational Linguistics
- Note:
- Pages:
- 180–185
- Language:
- URL:
- https://aclanthology.org/2023.conll-babylm.15
- DOI:
- 10.18653/v1/2023.conll-babylm.15
- Bibkey:
- Cite (ACL):
- Lukas Thoma, Ivonne Weyers, Erion Çano, Stefan Schweter, Jutta L Mueller, and Benjamin Roth. 2023. CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs. In Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning, pages 180–185, Singapore. Association for Computational Linguistics.
- Cite (Informal):
- CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs (Thoma et al., CoNLL 2023)
- Copy Citation:
- PDF:
- https://aclanthology.org/2023.conll-babylm.15.pdf
Export citation
@inproceedings{thoma-etal-2023-cogmemlm,
title = "{C}og{M}em{LM}: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of {LLM}s",
author = "Thoma, Lukas and
Weyers, Ivonne and
{\c{C}}ano, Erion and
Schweter, Stefan and
Mueller, Jutta L and
Roth, Benjamin",
editor = "Warstadt, Alex and
Mueller, Aaron and
Choshen, Leshem and
Wilcox, Ethan and
Zhuang, Chengxu and
Ciro, Juan and
Mosquera, Rafael and
Paranjabe, Bhargavi and
Williams, Adina and
Linzen, Tal and
Cotterell, Ryan",
booktitle = "Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning",
month = dec,
year = "2023",
address = "Singapore",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.conll-babylm.15",
doi = "10.18653/v1/2023.conll-babylm.15",
pages = "180--185",
}
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%0 Conference Proceedings %T CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs %A Thoma, Lukas %A Weyers, Ivonne %A Çano, Erion %A Schweter, Stefan %A Mueller, Jutta L. %A Roth, Benjamin %Y Warstadt, Alex %Y Mueller, Aaron %Y Choshen, Leshem %Y Wilcox, Ethan %Y Zhuang, Chengxu %Y Ciro, Juan %Y Mosquera, Rafael %Y Paranjabe, Bhargavi %Y Williams, Adina %Y Linzen, Tal %Y Cotterell, Ryan %S Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning %D 2023 %8 December %I Association for Computational Linguistics %C Singapore %F thoma-etal-2023-cogmemlm %R 10.18653/v1/2023.conll-babylm.15 %U https://aclanthology.org/2023.conll-babylm.15 %U https://doi.org/10.18653/v1/2023.conll-babylm.15 %P 180-185
Markdown (Informal)
[CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs](https://aclanthology.org/2023.conll-babylm.15) (Thoma et al., CoNLL 2023)
- CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs (Thoma et al., CoNLL 2023)
ACL
- Lukas Thoma, Ivonne Weyers, Erion Çano, Stefan Schweter, Jutta L Mueller, and Benjamin Roth. 2023. CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs. In Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning, pages 180–185, Singapore. Association for Computational Linguistics.