AAAI 2025 Workshop PDLM Submissions

White Admitted by Stanford, Black Got Rejections: Exploring Racial Stereotypes in Text-to-Image Generation from a College Admissions Lens
Yezi Liu, Wenjun Huang, Yang Ni, Hanning Chen, Mohsen Imani
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
CoSMis: A Hybrid Human-LLM COVID Related Scientific Misinformation Dataset and LLM pipelines for Detecting Scientific Misinformation in the Wild
Yupeng Cao, Aishwarya Nair, Nastaran Jamalipour Soofi, Elyon Eyimife, Koduvayur Subbalakshmi
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
ClariGen: Bridging Instruction Gaps via Interactive Clarification in Code Generation
Chunyu Miao, Yibo Wang, Langzhou He, Liancheng Fang, Philip S. Yu
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
K-Edit: Language Model Editing with Contextual Knowledge Awareness
Elan Sopher Markowitz, Anil Ramakrishna, Ninareh Mehrabi, Charith Peris, Rahul Gupta, Kai-Wei Chang, Aram Galstyan
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Oral
- Readers: Everyone
Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment
Melissa Kazemi Rad, Huy Nghiem, Sahil Wadhwa, Andy Luo, Mohammad Shahed Sorower
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Oral
- Readers: Everyone
Toward Breaking Watermarks in Distortion-free Large Language Models
Shayleen Reynolds, Saheed Obitayo, Niccolo Dalmasso, Dung Daniel Ngo, Vamsi K. Potluru, Manuela Veloso
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
The HalluRAG Dataset: Detecting Closed-Domain Hallucinations in RAG Applications Using an LLM’s Internal States
Fabian Ridder, Malte Schilling
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
RAG-Check: Evaluating Multimodal Retrieval Augmented Generation Performance
Matin Mortaheb, Mohammad A. Khojastepour, Srimat Chakradhar, Sennur Ulukus
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
Imminent Dangers of Misinformation in Social Media Generated from Unmoderated LLMs
Han Kyul Kim, Andy Skumanich
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
Are AI Detectors Good Enough? A Survey on Quality of Datasets With Machine-Generated Texts
German Gritsai, Anastasia Voznyuk, Andrey Grabovoy, Yury Chekhovich
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
BRIDO: Bringing Democratic Order to Abstractive Summarization
Junhyun Lee, Harshith Goka, Hyeonmok Ko
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Oral
- Readers: Everyone
Explore the Potential of LLMs in Misinformation Detection: An Empirical Study
Mengyang Chen, Lingwei Wei, Han Cao, Wei Zhou, Songlin Hu
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Oral
- Readers: Everyone
MUNCH: A Multitask Unlearning Benchmark for LLMs
Anil Ramakrishna, Yixin Wan, Xiaomeng Jin, Kai-Wei Chang, Zhiqi Bu, Bhanukiran Vinzamuri, Volkan Cevher, Mingyi Hong, Rahul Gupta
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
Yangning Li, Yinghui Li, Xinyu Wang, Zhen Zhang, Xinran Zheng, Yong Jiang, Hui Wang, Hai-Tao Zheng, Fei Huang, Jingren Zhou
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Oral
- Readers: Everyone
Feature-Aware Malicious Output Detection and Mitigation
Weilong Dong, PeiguangLi, Yu Tian, Xinyi Zeng, Fengdi Li, Sirui Wang
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
EviGenerate: Generative Evidence in Automated Fact-Checking
Uku Kangur, Krish Agrawal, Roshni Chakraborty, Rajesh Sharma
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
Editing Large Language Models via Adaptive Gradient Guidance
Xiaojie Gu, Guangxu Chen, Shuliang Liu, Jungang Li, Aiwei Liu, Sicheng Tao, Junyan Zhang, Xuming Hu
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Oral
- Readers: Everyone
XRAGLog: A Resource-Efficient and Context-Aware Log-Based Anomaly Detection Method Using Retrieval-Augmented Generation
Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Hongyi Liu, Ying Li
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
Evaluating Hallucination in Large Vision-Language Models based on Context-Aware Object Similarities
Shounak Datta, Dhanasekar Sundararaman
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
MultiQ&A: An Analysis in Measuring Robustness via Automated Crowdsourcing of Question Perturbations and Answers
Nicole Cho, William Watson
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Oral
- Readers: Everyone
Deepfakes in Developing Societies: Handling the Societal Impacts and Cross-Disciplinary Vulnerabilities in Tech-Limited Environments
Rahatun Nesa Priti, Mahir Absar Khan, Abdur Rahman, Azmine Toushik Wasi
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Poster
- Readers: Everyone
WaterSeeker: Pioneering Efficient Detection of Watermarked Segments in Large Documents
Leyi Pan, Aiwei Liu, Yijian LU, Zitian Gao, Yichen Di, Shiyu Huang, Lijie Wen, Irwin King, Philip S. Yu
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Oral
- Readers: Everyone
Halu-J: Critique-Based Hallucination Judge
Binjie Wang, Steffi Chern, Ethan Chern, Pengfei Liu
- Published: 13 Jan 2025, Last Modified: 26 Feb 2025
- AAAI 2025 PDLM Oral
- Readers: Everyone