🏢 Companies

Companies whose research teams publish: industrial labs and research departments. 100 with two or more works in our library, ranked by the citations of their works here (citations: OpenAlex plus our library); each has a page with its people, works, topics and partners.

100 institutions · ranked by the citations of their works here · all kinds

By field

Natural language processing81Linguistics & languages60Machine translation35Mathematics & statistics26AI & machine learning22Computing & GPUs11

By topic

Language models & pretraining53Evaluation & benchmarks36Multilingual & cross-lingual NLP32Coreference resolution29Machine translation27Vision & language27Dialogue systems24Reasoning24Sentiment & emotion24Discourse analysis21Question answering20Bias, fairness & safety17Semitic languages16Information retrieval & search15Text generation15Code & programming languages14Named entity recognition14Speech & spoken language13Summarization12Information extraction11Semantic role labeling11Efficient models & compression9Knowledge graphs & ontologies9Speech act theory9Syntax & grammar formalisms9Dependency parsing8Semantic parsing & meaning representation8Interpretability7Low-resource languages7Part-of-speech tagging7Grammatical error correction & learner language6Universal Dependencies6Implicature5Morphology5Idioms & multiword expressions4Tokenization & segmentation4Treebanks4

By country

United States34China15United Kingdom8India6Germany5Japan5South Korea4France3Israel3

Ranking

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This page in Markdown → https://md.research.elamur.ai/free/en/companies/