2024

  1. Towards Uncertainty-Aware Language Agent, Jiuzhou Han, Wray Buntine, Ehsan Shareghi
  2. Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation, Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri
  3. PiVe: Prompting with Iterative Verification to Improve Graph-based Generative Capability of LLMs, Jiuzhou Han, Nigel Collier, Wray Buntine, Ehsan Shareghi
  4. LoRAPrune: Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning, Mingyang Zhang, Hao Chen, Chunhua Shen, Zhen Yang, Linlin Ou, Xinyi Yu, Bohan Zhuang
  5. IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models, Tao Feng, Lizhen Qu, Zhuang Li, Haolan Zhan, YUNCHENG HUA, Gholamreza Haffari.
  6. MTP: A Dataset for Multi-Modal Turning Points in Casual Conversations, Gia-Bao Dinh Ho, Chang Wei Tan, Zahra Zamanzadeh Darban, Mahsa Salehi, Gholamreza Haffari, Wray Buntine.
  7. Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs, Thi Minh Vuong Nguyen, LINHAO LUO, Fatemeh Shiri, Dinh Phung, Yuan-Fang Li, Trang Vu, Gholamreza Haffari