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Conference and Workshop Papers
- 2024
[c9]Garima Agrawal, Tharindu Kumarage, Zeyad Alghamdi, Huan Liu:
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey. NAACL-HLT 2024: 3947-3960- [c8]Paras Sheth
, Raha Moraffah, Tharindu S. Kumarage, Aman Chadha, Huan Liu:
Causality Guided Disentanglement for Cross-Platform Hate Speech Detection. WSDM 2024: 626-635 - 2023
- [c7]Tharindu Kumarage, Huan Liu:
Neural Authorship Attribution: Stylometric Analysis on Large Language Models. CyberC 2023: 51-54 - [c6]Tharindu Kumarage, Paras Sheth, Raha Moraffah, Joshua Garland, Huan Liu:
How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts. EMNLP (Findings) 2023: 1337-1349 - [c5]Tharindu Kumarage, Amrita Bhattacharjee, Djordje Padejski, Kristy Roschke, Dan Gillmor, Scott W. Ruston, Huan Liu, Joshua Garland:
J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News. IJCNLP (1) 2023: 484-497 - [c4]Amrita Bhattacharjee, Tharindu Kumarage, Raha Moraffah, Huan Liu:
ConDA: Contrastive Domain Adaptation for AI-generated Text Detection. IJCNLP (1) 2023: 598-610 - [c3]Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu:
PEACE: Cross-Platform Hate Speech Detection - A Causality-Guided Framework. ECML/PKDD (1) 2023: 559-575 - [c2]Melanie Subbiah, Amrita Bhattacharjee, Bobby Yilun Hua, Tharindu Kumarage, Huan Liu, Kathleen R. McKeown:
Towards Detecting Harmful Agendas in News Articles. WASSA@ACL 2023: 110-128 - 2018
- [c1]Tharindu Kumarage, Nadun De Silva, Malsha Ranawaka, Chamal Kuruppu, Surangika Ranathunga:
Anomaly Detection in Industrial Software Systems - Using Variational Autoencoders. ICPRAM 2018: 440-447
Informal and Other Publications
- 2024
- [i14]Tharindu Kumarage, Garima Agrawal, Paras Sheth, Raha Moraffah, Aman Chadha, Joshua Garland, Huan Liu:
A Survey of AI-generated Text Forensic Systems: Detection, Attribution, and Characterization. CoRR abs/2403.01152 (2024) - [i13]Tharindu Kumarage, Amrita Bhattacharjee, Joshua Garland:
Harnessing Artificial Intelligence to Combat Online Hate: Exploring the Challenges and Opportunities of Large Language Models in Hate Speech Detection. CoRR abs/2403.08035 (2024) - [i12]Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu:
Cross-Platform Hate Speech Detection with Weakly Supervised Causal Disentanglement. CoRR abs/2404.11036 (2024) - [i11]Lin Ai, Tharindu Kumarage, Amrita Bhattacharjee, Zizhou Liu, Zheng Hui, Michael Davinroy, James Cook, Laura Cassani, Kirill Trapeznikov, Matthias Kirchner, Arslan Basharat, Anthony Hoogs, Joshua Garland, Huan Liu, Julia Hirschberg:
Defending Against Social Engineering Attacks in the Age of LLMs. CoRR abs/2406.12263 (2024) - [i10]Garima Agrawal, Tharindu Kumarage, Zeyad Alghamdi, Huan Liu:
Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation. CoRR abs/2407.12216 (2024) - 2023
- [i9]Melanie Subbiah, Amrita Bhattacharjee, Bobby Yilun Hua, Tharindu Kumarage, Huan Liu, Kathleen R. McKeown:
Detecting Harmful Agendas in News Articles. CoRR abs/2302.00102 (2023) - [i8]Tharindu Kumarage, Joshua Garland, Amrita Bhattacharjee, Kirill Trapeznikov, Scott W. Ruston, Huan Liu:
Stylometric Detection of AI-Generated Text in Twitter Timelines. CoRR abs/2303.03697 (2023) - [i7]Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu:
PEACE: Cross-Platform Hate Speech Detection- A Causality-guided Framework. CoRR abs/2306.08804 (2023) - [i6]Paras Sheth, Tharindu Kumarage, Raha Moraffah, Aman Chadha, Huan Liu:
Causality Guided Disentanglement for Cross-Platform Hate Speech Detection. CoRR abs/2308.02080 (2023) - [i5]Tharindu Kumarage, Huan Liu:
Neural Authorship Attribution: Stylometric Analysis on Large Language Models. CoRR abs/2308.07305 (2023) - [i4]Tharindu Kumarage, Amrita Bhattacharjee, Djordje Padejski, Kristy Roschke, Dan Gillmor, Scott W. Ruston, Huan Liu, Joshua Garland:
J-Guard: Journalism Guided Adversarially Robust Detection of AI-generated News. CoRR abs/2309.03164 (2023) - [i3]Amrita Bhattacharjee, Tharindu Kumarage, Raha Moraffah, Huan Liu:
ConDA: Contrastive Domain Adaptation for AI-generated Text Detection. CoRR abs/2309.03992 (2023) - [i2]Tharindu Kumarage, Paras Sheth, Raha Moraffah, Joshua Garland, Huan Liu:
How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts. CoRR abs/2310.05095 (2023) - [i1]Garima Agrawal, Tharindu Kumarage, Zeyad Alghami, Huan Liu:
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey. CoRR abs/2311.07914 (2023)
Coauthor Index
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