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LM paper notes

serhii.net · published 18 November 2022

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https://arxiv.org/abs/1906.03591
arxiv.org
https://ieeexplore.ieee.org/abstract/document/9075398?casa_token=ZuGGy_oS5NwAAAAA:d2dZbs3n-p2qvPl-XUjG0Y6lUcIxCoEuq_6yZKVzgEg-FTZ11a-VD2EohtYGlpETueI7stAozg
ieeexplore.ieee.org
https://dl.acm.org/doi/abs/10.1145/3434237
dl.acm.org
https://github.com/facebookresearch/LAMA
github.com
https://arxiv.org/abs/2211.09110
arxiv.org
https://docs.google.com/spreadsheets/d/1BrOdjJgky7FfeiwC_VDURZuRPUFUAz_jfczPPT35P00/htmlview
docs.google.com
https://slds-lmu.github.io/seminar_nlp_ss20/resources-and-benchmarks-for-nlp.html
slds-lmu.github.io
https://thegradient.pub/the-benderrule-on-naming-the-languages-we-study-and-why-it-matters/
thegradient.pub
https://aclanthology.org/W09-0106/
aclanthology.org
https://aclanthology.org/people/e/emily-m-bender/
aclanthology.org
https://hal.inria.fr/hal-03680561/
hal.inria.fr
https://arxiv.org/abs/2004.09095
arxiv.org
https://thegradient.pub/understanding-evaluation-metrics-for-language-models/
thegradient.pub
https://towardsdatascience.com/evaluation-of-language-models-through-perplexity-and-shannon-visualization-method-9148fbe10bd0
towardsdatascience.com
http://web.stanford.edu/~jurafsky/slp3/3.pdf
web.stanford.edu
http://web.stanford.edu/~jurafsky/slp3/
web.stanford.edu
https://surge-ai.medium.com/evaluating-language-models-an-introduction-to-perplexity-in-nlp-f6019f7fb914
surge-ai.medium.com
https://arxiv.org/pdf/2110.12609.pdf
arxiv.org
https://aclanthology.org/W18-5446/
aclanthology.org
https://gluebenchmark.com/diagnostics
gluebenchmark.com
https://mccormickml.com/2019/11/05/GLUE/
mccormickml.com
https://huggingface.co/datasets/glue
huggingface.co
https://super.gluebenchmark.com/
super.gluebenchmark.com
Challenges and Opportunities in NLP Benchmarking Read at the source ↗
ruder.io
https://github.com/ProsusAI/finBERT
github.com
https://link.springer.com/article/10.1007/s41060-021-00285-x
link.springer.com
https://www.deepset.ai/german-bert
deepset.ai
https://www.deepset.ai/datasets
deepset.ai
https://huggingface.co/fabianrausch
huggingface.co
https://ruder.io/tag/natural-language-processing/index.html
ruder.io
https://sites.research.google/xtreme
sites.research.google
https://www.amazon.science/blog/cross-lingual-transfer-learning-for-multilingual-voice-agents
amazon.science
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