David Demitri Africa

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Batayan: A Filipino NLP benchmark for evaluating Large Language Models.
ACL (1)
Jann Railey Montalan, Jimson Paulo Layacan, David Demitri Africa, Richell Isaiah Flores, Michael Tuscano Lopez II, Theresa Denise Magsajo, Anjanette Cayabyab, William-Chandra Tjhi
2025 J jnl
Batayan: A Filipino NLP benchmark for evaluating Large Language Models.
CoRR
Jann Railey Montalan, Jimson Paulo Layacan, David Demitri Africa, Richell Isaiah Flores, Michael Tuscano Lopez II, Theresa Denise Magsajo, Anjanette Cayabyab, William-Chandra Tjhi
2025 J jnl
Does Self-Evaluation Enable Wireheading in Language Models?
CoRR
David Demitri Africa, Hans Ethan Ting
2025 J jnl
Identifying a Circuit for Verb Conjugation in GPT-2.
CoRR
David Demitri Africa
2025 J jnl
Inoculation Prompting: Eliciting traits from LLMs during training can suppress them at test-time.
CoRR
Daniel Tan, Anders Woodruff, Niels Warncke, Arun Jose, Maxime Riché, David Demitri Africa, Mia Taylor
2025 J jnl
Investigating ReLoRA: Effects on the Learning Dynamics of Small Language Models.
CoRR
Yuval Weiss, David Demitri Africa, Paula Buttery, Richard Diehl Martinez
2025 J jnl
Learning Dynamics of Meta-Learning in Small Model Pretraining.
CoRR
David Demitri Africa, Yuval Weiss, Paula Buttery, Richard Diehl Martinez
2025 J jnl
Learning Modular Exponentiation with Transformers.
CoRR
David Demitri Africa, Sara M. Kapoor, Theo Simon Sorg
2025 J jnl
Meta-Pretraining for Zero-Shot Cross-Lingual Named Entity Recognition in Low-Resource Philippine Languages.
CoRR
David Demitri Africa, Suchir Salhan, Yuval Weiss, Paula Buttery, Richard Diehl Martinez
2025 J jnl
No Answer Needed: Predicting LLM Answer Accuracy from Question-Only Linear Probes.
CoRR
Iván Vicente Moreno Cencerrado, Arnau Padrés Masdemont, Anton Gonzalvez Hawthorne, David Demitri Africa, Lorenzo Pacchiardi
2025 — conf
Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research.
EMNLP (System Demonstrations)
Richard Diehl Martinez, David Demitri Africa, Yuval Weiss, Suchir Salhan, Ryan K. Daniels, Paula Buttery
2025 J jnl
Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research.
CoRR
Richard Diehl Martinez, David Demitri Africa, Yuval Weiss, Suchir Salhan, Ryan K. Daniels, Paula Buttery