DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs 
Haishuo Fang, Xiaodan Zhu, Iryna Gurevych

ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction
Jingcheng Niu, Saifei Liao, Victoria Ng, Simon De Montigny, Gerald Penn

E2-LLM: Efficient and Extreme Length Extension of Large Language Models
Jiaheng Liu, ZhiqiBai, Yuanxing Zhang, Zhang Chenchen, YuangZh, Ge Zhang, JiakaiWang, Haoran Que, Yukang Chen, Wenbo Su, Tiezheng Ge, Jie Fu, Wenhu Chen, Bo Zheng

ChatMusician: Understanding and Generating Music Intrinsically with LLM
Ruibin Yuan, Hanfeng Lin, Yi Wang, Zeyue Tian, Shangda Wu, Tianhao Shen, Ge Zhang, Yuhang Wu, Cong Liu, Ziya Zhou, Liumeng Xue, Ziyang Ma, Qin Liu, Tianyu Zheng, Yizhi LI, Yinghao Ma, Yiming Liang, Xiaowei Chi, Ruibo Liu, Zili Wang, Chenghua Lin, Qifeng Liu, Tao Jiang, Wenhao Huang, Wenhu Chen, Jie Fu, Emmanouil Benetos, Gus Xia, Roger Dannenberg, Wei Xue, Shiyin Kang, Yike Guo

Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models
Alfonso Amayuelas, Kyle Wong, Liangming Pan, Wenhu Chen, William Yang Wang

SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
Siwei Wu, Yizhi LI, Kang Zhu, Ge Zhang, Yiming Liang, Kaijing Ma, Chenghao Xiao, Haoran Zhang, Bohao Yang, Wenhu Chen, Wenhao Huang, Noura Al Moubayed, Jie Fu, Chenghua Lin

OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
Tianyu Zheng, Ge Zhang, Tianhao Shen, Xueling Liu, Bill Yuchen Lin, Jie Fu, Wenhu Chen, Xiang Yue

A Graph per Persona: Reasoning about Subjective Natural Language Descriptions
EunJeong Hwang, Vered Shwartz, Dan Gutfreund, Veronika Thost