| 2024 | Can LLMs Reason in the Wild with Programs? | Yuan Yang, Siheng Xiong, Ali Payani, Ehsan Shareghi, Faramarz Fekri |
| 2024 | Automated Tone Transcription and Clustering with Tone2Vec. | Yi Yang, Yiming Wang, Zhiqiang Tang, Jiahong Yuan |
| 2024 | AMPO: Automatic Multi-Branched Prompt Optimization. | Sheng Yang, Yurong Wu, Yan Gao, Zineng Zhou, Bin Zhu, Xiaodi Sun, Jian-Guang Lou, Zhiming Ding, Anbang Hu, Yuan Fang, Yunsong Li, Junyan Chen, Linjun Yang |
| 2024 | EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction. | Li Yang, Qifan Wang, Jianfeng Chi, Jiahao Liu, Jingang Wang, Fuli Feng, Zenglin Xu, Yi Fang, Lifu Huang, Dongfang Liu |
| 2024 | MoE-I²: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition. | Cheng Yang, Yang Sui, Jinqi Xiao, Lingyi Huang, Yu Gong, Yuanlin Duan, Wenqi Jia, Miao Yin, Yu Cheng, Bo Yuan |
| 2024 | Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights. | Hao Yang, Lizhen Qu, Ehsan Shareghi, Reza Haf |
| 2024 | A Survey on Detection of LLMs-Generated Content. | Xianjun Yang, Liangming Pan, Xuandong Zhao, Haifeng Chen, Linda R. Petzold, William Yang Wang, Wei Cheng |
| 2024 | Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing. | Changbing Yang, Garrett Nicolai, Miikka Silfverberg |
| 2024 | SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering. | Tianyu Yang, Yiyang Nan, Lisen Dai, Zhenwen Liang, Yapeng Tian, Xiangliang Zhang |
| 2024 | Dual-Phase Accelerated Prompt Optimization. | Muchen Yang, Moxin Li, Yongle Li, Zijun Chen, Chongming Gao, Junqi Zhang, Yangyang Li, Fuli Feng |
| 2024 | DataTales: A Benchmark for Real-World Intelligent Data Narration. | Yajing Yang, Qian Liu, Min-Yen Kan |
| 2024 | Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering. | Wanqi Yang, Yanda Li, Meng Fang, Ling Chen |
| 2024 | MP-RNA: Unleashing Multi-species RNA Foundation Model via Calibrated Secondary Structure Prediction. | Heng Yang, Ke Li |
| 2024 | The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples. | Heng Yang, Ke Li |
| 2024 | Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models. | Yongjin Yang, Jongwoo Ko, Se-Young Yun |
| 2024 | AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations. | Zhicheng Yang, Yinya Huang, Jing Xiong, Liang Feng, Xiaodan Liang, Yiwei Wang, Jing Tang |
| 2024 | LLM as a metric critic for low resource relation identification. | Zhe Yang, Yi Huang, Yaqin Chen, Xiaoting Wu, Junlan Feng, Chao Deng |
| 2024 | Scope-enhanced Compositional Semantic Parsing for DRT. | Xiulin Yang, Jonas Groschwitz, Alexander Koller, Johan Bos |
| 2024 | AudioVSR: Enhancing Video Speech Recognition with Audio Data. | Xiaoda Yang, Xize Cheng, Jiaqi Duan, Hongshun Qiu, Minjie Hong, Minghui Fang, Shengpeng Ji, Jialong Zuo, Zhiqing Hong, Zhimeng Zhang, Tao Jin |
| 2024 | Advancing Cross-Lingual Entity Alignment with Large Language Models: Tailored Sample Segmentation and Zero-Shot Prompts. | Linyan Yang, Jingwei Cheng, Fu Zhang |
| 2024 | LaCo: Large Language Model Pruning via Layer Collapse. | Yifei Yang, Zouying Cao, Hai Zhao |
| 2024 | LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs. | Sihui Yang, Keping Bi, Wanqing Cui, Jiafeng Guo, Xueqi Cheng |
| 2024 | Are Large Language Models (LLMs) Good Social Predictors? | Kaiqi Yang, Hang Li, Hongzhi Wen, Tai-Quan Peng, Jiliang Tang, Hui Liu |
| 2024 | The Fall of ROME: Understanding the Collapse of LLMs in Model Editing. | Wanli Yang, Fei Sun, Jiajun Tan, Xinyu Ma, Du Su, Dawei Yin, Huawei Shen |
| 2024 | FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document. | Joonho Yang, Seunghyun Yoon, Byeongjeong Kim, Hwanhee Lee |