Works on Legal NLP

Untitled

CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation

Under Review for EMNLP 2024.

Abe Bohan Hou, Orion Weller, Guanghui Qin, Eugene Yang, Dawn Lawrie, Nils Holzenberger, Andrew Blair-Stanek, Benjamin Van Durme

Untitled

L-FRESco: Factual Recall Evaluation Score for Legal Analysis Generation

Accepted to ICML Generative Law Workshop 2024.

Abe Bohan Hou, Zhengping Jiang, Guanghui Qin, Orion Weller, Andrew Blair-Stanek, Benjamin Van Durme


Works on AI Safety and Governance

Untitled

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks.

Accepted to ACL 2024 Main.

Yichen Wang, Shangbin Feng, Abe Bohan Hou, Xiao Pu, Chao Shen, Xiaoming Liu, Yulia Tsvetkov, Tianxing He

Untitled

k-SemStamp: A Clustering-Based Semantic Watermark for Detection of Machine-Generated Text.

Accepted to ACL 2024 Findings.

Abe Bohan Hou, Jingyu Zhang, Yichen Wang, Daniel Khashabi, Tianxing He.