A Crowdsourced Database of Event Sequence Descriptions for the Acquisition of High-quality Script Knowledge. - Lilian D. A. Wanzare; Alessandra Zarcone; Stefan Thater; Manfred Pinkal (LREC, 2016)

Inducing Script Structure from Crowdsourced Event Descriptions via Semi-Supervised Clustering. - Lilian D. A. Wanzare; Alessandra Zarcone; Stefan Thater; Manfred Pinkal (LSDSem@EACL, 2017)

Detecting Everyday Scenarios in Narrative Texts. - Lilian D. A. Wanzare; Michael Roth 001; Manfred Pinkal (CoRR, 2019)

Kencorpus: A Kenyan Language Corpus of Swahili, Dholuo and Luhya for Natural Language Processing Tasks. - Barack Wamkaya Wanjawa; Lilian Wanzare; Florence Indede; Owen McOnyango; Edward Ombui; Lawrence Muchemi (CoRR, 2022)

Phonemic Representation and Transcription for Speech to Text Applications for Under-resourced Indigenous African Languages: The Case of Kiswahili. - Ebbie Awino; Lilian Wanzare; Lawrence Muchemi; Barack Wamkaya Wanjawa; Edward Ombui; Florence Indede; Owen McOnyango; Benard Okal (CoRR, 2022)

KenSwQuAD - A Question Answering Dataset for Swahili Low-resource Language. - Barack Wamkaya Wanjawa; Lilian Wanzare; Florence Indede; Owen McOnyango; Lawrence Muchemi; Edward Ombui (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

State of NLP in Kenya: A Survey. - Cynthia Jayne Amol; Everlyn Asiko Chimoto; Rose Delilah Gesicho; Antony M. Gitau; Naome A. Etori; Caringtone Kinyanjui; Steven Ndung'u; Lawrence Moruye; Samson Otieno Ooko; Kavengi Kitonga; Brian Muhia; Catherine Gitau; et al. (CoRR, 2024)

Kenyan Sign Language (KSL) Dataset: Using Artificial Intelligence (AI) in Bridging Communication Barrier among the Deaf Learners. - Lilian Wanzare; Joel Okutoyi; Maurine Kang'ahi; Mildred Ayere (CoRR, 2024)

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages. - Shamsuddeen Hassan Muhammad; Nedjma Ousidhoum; Idris Abdulmumin; Jan Philip Wahle; Terry Ruas; Meriem Beloucif; Christine de Kock; Nirmal Surange; Daniela Teodorescu; Ibrahim Said Ahmad; David Ifeoluwa Adelani; Alham Fikri Aji; et al. (ACL (1), 2025)

AfriHate: A Multilingual Collection of Hate Speech and Abusive Language Datasets for African Languages. - Shamsuddeen Hassan Muhammad; Idris Abdulmumin; Abinew Ali Ayele; David Ifeoluwa Adelani; Ibrahim Said Ahmad; Saminu Mohammad Aliyu; Paul Röttger; Abigail Oppong; Andiswa Bukula; Chiamaka Ijeoma Chukwuneke; Ebrahim Chekol Jibril; Elyas Abdi Ismail; et al. (NAACL (Long Papers), 2025)

Swahili Dholuo Topic Classification Dataset. - Edwin Onkoba; Lilian Wanzare; Calvins Otieno (Data Intell., 2025)

Building low-resource African language corpora: A case study of Kidawida, Kalenjin and Dholuo. - Audrey Mbogho; Quin Awuor; Andrew Kipkebut; Lilian Wanzare; Vivian Oloo (CoRR, 2025)