Voices of Her: Analyzing Gender Differences in the AI Publication World. - Yiwen Ding; Jiarui Liu 004; Zhiheng Lyu; Kun Zhang 001; Bernhard Schölkopf; Zhijing Jin 001; Rada Mihalcea (CoRR, 2023)

Implicit Personalization in Language Models: A Systematic Study. - Zhijing Jin 001; Nils Heil; Jiarui Liu 004; Shehzaad Dhuliawala; Yahang Qi; Bernhard Schölkopf; Rada Mihalcea; Mrinmaya Sachan (EMNLP (Findings), 2024)

Can Large Language Models Infer Causation from Correlation? - Zhijing Jin 001; Jiarui Liu 004; Zhiheng Lyu; Spencer Poff; Mrinmaya Sachan; Rada Mihalcea; Mona T. Diab; Bernhard Schölkopf (ICLR, 2024)

Automatic Generation of Model and Data Cards: A Step Towards Responsible AI. - Jiarui Liu 004; Wenkai Li; Zhijing Jin 001; Mona T. Diab (NAACL-HLT, 2024)

Analyzing the Role of Semantic Representations in the Era of Large Language Models. - Zhijing Jin 001; Yuen Chen; Fernando Gonzalez Adauto; Jiarui Liu 004; Jiayi Zhang; Julian Michael; Bernhard Schölkopf; Mona T. Diab (NAACL-HLT, 2024)

Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale. - Tianyue Ou; Frank F. Xu; Aman Madaan; Jiarui Liu 004; Robert Lo; Abishek Sridhar; Sudipta Sengupta; Dan Roth 001; Graham Neubig; Shuyan Zhou (NeurIPS, 2024)

Analyzing the Role of Semantic Representations in the Era of Large Language Models. - Zhijing Jin 001; Yuen Chen; Fernando Gonzalez; Jiarui Liu 004; Jiayi Zhang; Julian Michael; Bernhard Schölkopf; Mona T. Diab (CoRR, 2024)

Chumor 1.0: A Truly Funny and Challenging Chinese Humor Understanding Dataset from Ruo Zhi Ba. - Ruiqi He; Yushu He; Longju Bai; Jiarui Liu 004; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Naihao Deng (CoRR, 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)

Chumor 2.0: Towards Benchmarking Chinese Humor Understanding. - Ruiqi He; Yushu He; Longju Bai; Jiarui Liu 004; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Rada Mihalcea; Naihao Deng (CoRR, 2024)

Towards Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset. - Jiarui Liu 004; Iman Ouzzani; Wenkai Li; Lechen Zhang; Tianyue Ou; Houda Bouamor; Zhijing Jin 001; Mona T. Diab (CoRR, 2024)

Bias Amplification Enhances Minority Group Performance. - Gaotang Li; Jiarui Liu 004; Wei Hu (Trans. Mach. Learn. Res., 2024)

Toward Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST). - Jiarui Liu 004; Iman Ouzzani; Wenkai Li; Lechen Zhang; Tianyue Ou; Houda Bouamor; Zhijing Jin 001; Mona T. Diab (ACL (Findings), 2025)

Chumor 2.0: Towards Better Benchmarking Chinese Humor Understanding from (Ruo Zhi Ba). - Ruiqi He; Yushu He; Longju Bai; Jiarui Liu 004; Zhenjie Sun; Zenghao Tang; He Wang; Hanchen Xia; Rada Mihalcea; Naihao Deng (ACL (Findings), 2025)

BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data. - Wenkai Li; Jiarui Liu 004; Andy Liu; Xuhui Zhou; Mona T. Diab; Maarten Sap (ACL (1), 2025)

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)

Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics. - Jiarui Liu 004; Yueqi Song; Yunze Xiao; Mingqian Zheng; Lindia Tjuatja; Jana Schaich Borg; Mona T. Diab; Maarten Sap (CoRR, 2025)

CORE: Measuring Multi-Agent LLM Interaction Quality under Game-Theoretic Pressures. - Punya Syon Pandey; Yongjin Yang; Jiarui Liu 004; Zhijing Jin 001 (CoRR, 2025)