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
Correct Metadata for
- 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
- Venues:
- CoNLL | BabyLM | WS
- 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-BabyLM 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" }
<?xml version="1.0" encoding="UTF-8"?> <modsCollection xmlns="http://www.loc.gov/mods/v3"> <mods ID="thoma-etal-2023-cogmemlm"> <titleInfo> <title>CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs</title> </titleInfo> <name type="personal"> <namePart type="given">Lukas</namePart> <namePart type="family">Thoma</namePart> <role> <roleTerm authority="marcrelator" type="text">author</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Ivonne</namePart> <namePart type="family">Weyers</namePart> <role> <roleTerm authority="marcrelator" type="text">author</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Erion</namePart> <namePart type="family">Çano</namePart> <role> <roleTerm authority="marcrelator" type="text">author</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Stefan</namePart> <namePart type="family">Schweter</namePart> <role> <roleTerm authority="marcrelator" type="text">author</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Jutta</namePart> <namePart type="given">L</namePart> <namePart type="family">Mueller</namePart> <role> <roleTerm authority="marcrelator" type="text">author</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Benjamin</namePart> <namePart type="family">Roth</namePart> <role> <roleTerm authority="marcrelator" type="text">author</roleTerm> </role> </name> <originInfo> <dateIssued>2023-12</dateIssued> </originInfo> <typeOfResource>text</typeOfResource> <relatedItem type="host"> <titleInfo> <title>Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning</title> </titleInfo> <name type="personal"> <namePart type="given">Alex</namePart> <namePart type="family">Warstadt</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Aaron</namePart> <namePart type="family">Mueller</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Leshem</namePart> <namePart type="family">Choshen</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Ethan</namePart> <namePart type="family">Wilcox</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Chengxu</namePart> <namePart type="family">Zhuang</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Juan</namePart> <namePart type="family">Ciro</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Rafael</namePart> <namePart type="family">Mosquera</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Bhargavi</namePart> <namePart type="family">Paranjabe</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Adina</namePart> <namePart type="family">Williams</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Tal</namePart> <namePart type="family">Linzen</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <name type="personal"> <namePart type="given">Ryan</namePart> <namePart type="family">Cotterell</namePart> <role> <roleTerm authority="marcrelator" type="text">editor</roleTerm> </role> </name> <originInfo> <publisher>Association for Computational Linguistics</publisher> <place> <placeTerm type="text">Singapore</placeTerm> </place> </originInfo> <genre authority="marcgt">conference publication</genre> </relatedItem> <identifier type="citekey">thoma-etal-2023-cogmemlm</identifier> <identifier type="doi">10.18653/v1/2023.conll-babylm.15</identifier> <location> <url>https://aclanthology.org/2023.conll-babylm.15/</url> </location> <part> <date>2023-12</date> <extent unit="page"> <start>180</start> <end>185</end> </extent> </part> </mods> </modsCollection>
%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-BabyLM 2023)
- CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs (Thoma et al., CoNLL-BabyLM 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.