Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting.

Kabir Walia Emmanuel Aboah Boateng Cassiano O. Becker Nabiha Asghar Kabir Walia Ashwin Srinivasan Ehi Nosakhare Soundar Srinivasan Victor Dibia Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting. 638-654 2025 NAACL (Industry Track) https://doi.org/10.18653/v1/2025.naacl-industry.52 https://aclanthology.org/2025.naacl-industry.52/ conf/naacl/2025-3 db/conf/naacl/naacl2025-3.html#BoatengBAWSNSD25 streams/conf/naacl Jia He Reshmi Ghosh Kabir Walia Jieqiu Chen Tushar Dhadiwal April Hazel Chandra Inguva Frontiers of Large Language Model-Based Agentic Systems - Construction, Efficacy and Safety. 5526-5529 2024 CIKM https://doi.org/10.1145/3627673.3679105 https://www.wikidata.org/entity/Q130799547 conf/cikm/2024 db/conf/cikm/cikm2024.html#HeGWCDHI24

Emmanuel Aboah Boateng Cassiano O. Becker Nabiha Asghar Kabir Walia Ashwin Srinivasan Ehi Nosakhare Victor Dibia Soundar Srinivasan Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting. 2024 abs/2408.09365 CoRR https://doi.org/10.48550/arXiv.2408.09365 db/journals/corr/corr2408.html#abs-2408-09365 streams/journals/corr

Nabiha Asghar Cassiano BeckerCassiano O. Becker Emmanuel Aboah Boateng Jieqiu Chen Tushar Dhadiwal Victor Dibia Reshmi Ghosh April Hazel Jia He Chandra Inguva Ehi Nosakhare Ashwin Srinivasan Soundar Srinivasan