What Changed? Investigating Debiasing Methods using Causal Mediation Analysis. - Sullam Jeoung; Jana Diesner (CoRR, 2022)

Detection and Mitigation of the Negative Impact of Dataset Extractivity on Abstractive Summarization. - Yubin Ge; Sullam Jeoung; Ly Dinh; Jana Diesner (ACL (Findings), 2023)

Unlearning Bias in Language Models by Partitioning Gradients. - Charles Yu; Sullam Jeoung; Anish Kasi; Pengfei Yu; Heng Ji 001 (ACL (Findings), 2023)

StereoMap: Quantifying the Awareness of Human-like Stereotypes in Large Language Models. - Sullam Jeoung; Yubin Ge; Jana Diesner (EMNLP, 2023)

Moving Beyond Stance Detection in Cross-Cutting Communication Analysis. - Rezvaneh Rezapour; Daniela Delgado Ramos; Sullam Jeoung; Jana Diesner (SBP-BRiMS, 2023)

Examining the Causal Effect of First Names on Language Models: The Case of Social Commonsense Reasoning. - Sullam Jeoung; Jana Diesner; Halil Kilicoglu (CoRR, 2023)

Extractive Summarization via Fine-grained Semantic Tuple Extraction. - Yubin Ge; Sullam Jeoung; Jana Diesner (INLG, 2024)

Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions. - Zhiwen You; Haejin Lee; Shubhanshu Mishra; Sullam Jeoung; Apratim Mishra; Jinseok Kim 001; Jana Diesner (CoRR, 2024)

Adaptive Video Understanding Agent: Enhancing efficiency with dynamic frame sampling and feedback-driven reasoning. - Sullam Jeoung; Goeric Huybrechts; Bhavana Ganesh; Aram Galstyan; Sravan Bodapati (CoRR, 2024)

Examining Alignment of Large Language Models through Representative Heuristics: the case of political stereotypes. - Sullam Jeoung; Yubin Ge; Haohan Wang; Jana Diesner (ICLR, 2025)

A Systematic Survey of Automatic Prompt Optimization Techniques. - Kiran Ramnath; Kang Zhou; Sheng Guan; Soumya Smruti Mishra; Xuan Qi; Zhengyuan Shen; Shuai Wang; Sangmin Woo; Sullam Jeoung; Yawei Wang; Haozhu Wang; Han Ding 004; et al. (CoRR, 2025)

PromptPrism: A Linguistically-Inspired Taxonomy for Prompts. - Sullam Jeoung; Yueyan Chen; Yi Zhang; Shuai Wang; Haibo Ding; Lin Lee Cheong (CoRR, 2025)