| 2024 | The taste of IPA: Towards open-vocabulary keyword spotting and forced alignment in any language. | Jian Zhu, Changbing Yang, Farhan Samir, Jahurul Islam |
| 2024 | CoUDA: Coherence Evaluation via Unified Data Augmentation. | Dawei Zhu, Wenhao Wu, Yifan Song, Fangwei Zhu, Ziqiang Cao, Sujian Li |
| 2024 | HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification. | He Zhu, Junran Wu, Ruomei Liu, Yue Hou, Ze Yuan, Shangzhe Li, Yicheng Pan, Ke Xu |
| 2024 | VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization. | Dongsheng Zhu, Daniel Tang, Weidong Han, Jinghui Lu, Yukun Zhao, Guoliang Xing, Junfeng Wang, Dawei Yin |
| 2024 | A Preference-driven Paradigm for Enhanced Translation with Large Language Models. | Dawei Zhu, Sony Trenous, Xiaoyu Shen, Dietrich Klakow, Bill Byrne, Eva Hasler |
| 2024 | PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning. | Xuekai Zhu, Biqing Qi, Kaiyan Zhang, Xinwei Long, Zhouhan Lin, Bowen Zhou |
| 2024 | EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition. | Zixiao Zhu, Junlang Qian, Zijian Feng, Hanzhang Zhou, Kezhi Mao |
| 2024 | Towards an On-device Agent for Text Rewriting. | Yun Zhu, Yinxiao Liu, Felix Stahlberg, Shankar Kumar, Yu-Hui Chen, Liangchen Luo, Lei Shu, Renjie Liu, Jindong Chen, Lei Meng |
| 2024 | Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. | Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li |
| 2024 | CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models. | Wenhong Zhu, Hongkun Hao, Zhiwei He, Yunze Song, Jiao Yueyang, Yumeng Zhang, Hanxu Hu, Yiran Wei, Rui Wang, Hongyuan Lu |
| 2024 | PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. | Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz |
| 2024 | Automatic, Meta and Human Evaluation for Multimodal Summarization with Multimodal Output. | Haojie Zhuang, Wei Emma Zhang, Leon Xie, Weitong Chen, Jian Yang, Quan Sheng |
| 2024 | MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration. | Xianwei Zhuang, Zhichang Wang, Xuxin Cheng, Yuxin Xie, Liming Liang, Yuexian Zou |
| 2024 | Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels. | Honglei Zhuang, Zhen Qin, Kai Hui, Junru Wu, Le Yan, Xuanhui Wang, Michael Bendersky |
| 2024 | My Heart Skipped a Beat! Recognizing Expressions of Embodied Emotion in Natural Language. | Yuan Zhuang, Tianyu Jiang, Ellen Riloff |
| 2024 | Visual Grounding Helps Learn Word Meanings in Low-Data Regimes. | Chengxu Zhuang, Evelina Fedorenko, Jacob Andreas |
| 2024 | Fast Exact Retrieval for Nearest-neighbor Lookup (FERN). | Richard Zhu |
| 2024 | Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning. | Qinhao Zhou, Zihan Zhang, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li |
| 2024 | Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models. | Yue Zhou, Yada Zhu, Diego Antognini, Yoon Kim, Yang Zhang |
| 2024 | Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue. | Junkai Zhou, Liang Pang, Huawei Shen, Xueqi Cheng |
| 2024 | FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering. | Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich |
| 2024 | GenDecider: Integrating "None of the Candidates" Judgments in Zero-Shot Entity Linking Re-ranking. | Kang Zhou, Yuepei Li, Qing Wang, Qiao Qiao, Qi Li |
| 2024 | Social Meme-ing: Measuring Linguistic Variation in Memes. | Naitian Zhou, David Jurgens, David Bamman |
| 2024 | Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? | Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng |
| 2024 | Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings. | Xixi Zhou, Chunbin Gu, Xin Jie, Jiajun Bu, Haishuai Wang |