Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals. - Francesco Ortu; Zhijing Jin 001; Diego Doimo; Mrinmaya Sachan; Alberto Cazzaniga; Bernhard Schölkopf (ACL (1), 2024)

Multilingual Trolley Problems for Language Models. - Zhijing Jin 001; Sydney Levine; Max Kleiman-Weiner; Giorgio Piatti; Jiarui Liu 004; Fernando Gonzalez Adauto; Francesco Ortu; András Strausz; Mrinmaya Sachan; Rada Mihalcea; Yejin Choi 001; Bernhard Schölkopf (CoRR, 2024)

The Narrow Gate: Localized Image-Text Communication in Vision-Language Models. - Alessandro Serra; Francesco Ortu; Emanuele Panizon; Lucrezia Valeriani; Lorenzo Basile; Alessio Ansuini; Diego Doimo; Alberto Cazzaniga (CoRR, 2024)

Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing. - Neemesh Yadav; Jiarui Liu 004; Francesco Ortu; Roya Ensafi; Zhijing Jin 001; Rada Mihalcea (ACL (Findings), 2025)

Language Model Alignment in Multilingual Trolley Problems. - Zhijing Jin 001; Max Kleiman-Weiner; Giorgio Piatti; Sydney Levine; Jiarui Liu 004; Fernando Gonzalez Adauto; Francesco Ortu; András Strausz; Mrinmaya Sachan; Rada Mihalcea; Yejin Choi 001; Bernhard Schölkopf (ICLR, 2025)

When Seeing Overrides Knowing: Disentangling Knowledge Conflicts in Vision-Language Models. - Francesco Ortu; Zhijing Jin 001; Diego Doimo; Alberto Cazzaniga (CoRR, 2025)