| 2024 | DriftWatch: A Tool that Automatically Detects Data Drift and Extracts Representative Examples Affected by Drift. | Myeongjun Jang, Antonios Georgiadis, Yiyun Zhao, Fran Silavong |
| 2024 | Generalizable Sarcasm Detection is Just Around the Corner, of Course! | Hyewon Jang, Diego Frassinelli |
| 2024 | Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain. | Eugene Jang, Jian Cui, Dayeon Yim, Youngjin Jin, Jin-Woo Chung, Seungwon Shin, Yongjae Lee |
| 2024 | Regularized Conventions: Equilibrium Computation as a Model of Pragmatic Reasoning. | Athul Paul Jacob, Gabriele Farina, Jacob Andreas |
| 2024 | Leveraging Prototypical Representations for Mitigating Social Bias without Demographic Information. | Shadi Iskander, Kira Radinsky, Yonatan Belinkov |
| 2024 | Subspace Representations for Soft Set Operations and Sentence Similarities. | Yoichi Ishibashi, Sho Yokoi, Katsuhito Sudoh, Satoshi Nakamura |
| 2024 | Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? | Yotam Intrator, Matan Halfon, Roman Goldenberg, Reut Tsarfaty, Matan Eyal, Ehud Rivlin, Yossi Matias, Natalia Aizenberg |
| 2024 | Generating Signed Language Instructions in Large-Scale Dialogue Systems. | Mert Inan, Katherine Atwell, Anthony Sicilia, Lorna C. Quandt, Malihe Alikhani |
| 2024 | SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models. | Lee Hyun, Sung-Bin Kim, Seungju Han, Youngjae Yu, Tae-Hyun Oh |
| 2024 | DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. | Songbo Hu, Xiaobin Wang, Moy Yuan, Anna Korhonen, Ivan Vulic |
| 2024 | Modeling the Sacred: Considerations when Using Religious Texts in Natural Language Processing. | Ben Hutchinson |
| 2024 | Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain. | Brian Hu, Bill Ray, Alice Leung, Amy Summerville, David Joy, Christopher Funk, Arslan Basharat |
| 2024 | mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models? | Tianze Hua, Tian Yun, Ellie Pavlick |
| 2024 | Composite Backdoor Attacks Against Large Language Models. | Hai Huang, Zhengyu Zhao, Michael Backes, Yun Shen, Yang Zhang |
| 2024 | AceGPT, Localizing Large Language Models in Arabic. | Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Mosen Alharthi, Bang An, Juncai He, Ziche Liu, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu |
| 2024 | LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction. | Siyuan Huang, Yongping Xiong, Guibin Wu |
| 2024 | Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning. | Shih-Cheng Huang, Shih-Heng Wang, Min-Han Shih, Saurav Sahay, Hung-yi Lee |
| 2024 | Flames: Benchmarking Value Alignment of LLMs in Chinese. | Kexin Huang, Xiangyang Liu, Qianyu Guo, Tianxiang Sun, Jiawei Sun, Yaru Wang, Zeyang Zhou, Yixu Wang, Yan Teng, Xipeng Qiu, Yingchun Wang, Dahua Lin |
| 2024 | Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. | Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu |
| 2024 | Planning and Editing What You Retrieve for Enhanced Tool Learning. | Tenghao Huang, Dongwon Jung, Vaibhav Kumar, Mohammad Kachuee, Xiang Li, Puyang Xu, Muhao Chen |
| 2024 | Citation: A Key to Building Responsible and Accountable Large Language Models. | Jie Huang, Kevin Chang |
| 2024 | How did we get here? Summarizing conversation dynamics. | Yilun Hua, Nicholas Chernogor, Yuzhe Gu, Seoyeon Julie Jeong, Miranda Luo, Cristian Danescu-Niculescu-Mizil |
| 2024 | M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation. | Benjamin Hsu, Xiaoyu Liu, Huayang Li, Yoshinari Fujinuma, Maria Nadejde, Xing Niu, Ron Litman, Yair Kittenplon, Raghavendra Reddy Pappagari |
| 2024 | Enhancing Perception: Refining Explanations of News Claims with LLM Conversations. | Yi-Li Hsu, Jui-Ning Chen, Yang Fan Chiang, Shang-Chien Liu, Aiping Xiong, Lun-Wei Ku |
| 2024 | NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge. | Phillip Howard, Junlin Wang, Vasudev Lal, Gadi Singer, Yejin Choi, Swabha Swayamdipta |