| 2024 | Learning to Generate Rules for Realistic Few-Shot Relation Classification: An Encoder-Decoder Approach. | Mayank Singh, Eduardo Blanco |
| 2024 | Memory-Efficient Fine-Tuning of Transformers via Token Selection. | Antoine Simoulin, Namyong Park, Xiaoyi Liu, Grey Yang |
| 2024 | Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems. | Italo Luis da Silva, Hanqi Yan, Lin Gui, Yulan He |
| 2024 | Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars. | Damien Sileo |
| 2024 | The Illusion of Competence: Evaluating the Effect of Explanations on Users' Mental Models of Visual Question Answering Systems. | Judith Sieker, Simeon Junker, Ronja Utescher, Nazia Attari, Heiko Wersing, Hendrik Buschmeier, Sina Zarrie |
| 2024 | Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models. | Zara Siddique, Liam D. Turner, Luis Espinosa Anke |
| 2024 | FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation. | KaShun Shum, Minrui Xu, Jianshu Zhang, Zixin Chen, Shizhe Diao, Hanze Dong, Jipeng Zhang, Muhammad Omer Raza |
| 2024 | Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification. | Zeren Shui, Petros Karypis, Daniel S. Karls, Mingjian Wen, Saurav Manchanda, Ellad B. Tadmor, George Karypis |
| 2024 | Fine-Grained Prediction of Reading Comprehension from Eye Movements. | Omer Shubi, Yoav Meiri, Cfir Avraham Hadar, Yevgeni Berzak |
| 2024 | KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students. | Matthew Shu, Nishant Balepur, Shi Feng, Jordan L. Boyd-Graber |
| 2024 | MARCO: Multi-Agent Real-time Chat Orchestration. | Anubhav Shrimal, Stanley Kanagaraj, Kriti Biswas, Swarnalatha Raghuraman, Anish Nediyanchath, Yi Zhang, Promod Yenigalla |
| 2024 | Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness. | Georgi Shopov, Stefan Gerdjikov |
| 2024 | Direct Multi-Turn Preference Optimization for Language Agents. | Wentao Shi, Mengqi Yuan, Junkang Wu, Qifan Wang, Fuli Feng |
| 2024 | A Thorough Examination of Decoding Methods in the Era of LLMs. | Chufan Shi, Haoran Yang, Deng Cai, Zhisong Zhang, Yifan Wang, Yujiu Yang, Wai Lam |
| 2024 | ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average. | Shaojie Shi, Xiaoyu Tan, Xihe Qiu, Chao Qu, Kexin Nie, Yuan Cheng, Wei Chu, Yinghui Xu, Yuan Qi |
| 2024 | An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models. | Fatemeh Shiri, Xiao-Yu Guo, Mona Far, Xin Yu, Reza Haf, Yuan-Fang Li |
| 2024 | Aegis: An Advanced LLM-Based Multi-Agent for Intelligent Functional Safety Engineering. | Lu Shi, Bin Qi, Jiarui Luo, Yang Zhang, Zhanzhao Liang, Zhaowei Gao, Wenke Deng, Lin Sun |
| 2024 | Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization. | Sungbin Shin, Wonpyo Park, Jaeho Lee, Namhoon Lee |
| 2024 | From Generation to Selection: Findings of Converting Analogical Problem-Solving into Multiple-Choice Questions. | Donghyeon Shin, Seungpil Lee, Klea Kovacec, Sundong Kim |
| 2024 | Introducing Spatial Information and a Novel Evaluation Scheme for Open-Domain Live Commentary Generation. | Erica K. Shimomoto, Edison Marrese-Taylor, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao |
| 2024 | LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives. | Lusa Shimabucoro, Sebastian Ruder, Julia Kreutzer, Marzieh Fadaee, Sara Hooker |
| 2024 | CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies. | Weiyan Shi, Ryan Li, Yutong Zhang, Caleb Ziems, Sunny Yu, Raya Horesh, Rogrio de Paula, Diyi Yang |
| 2024 | SEGMENT+: Long Text Processing with Short-Context Language Models. | Wei Shi, Shuang Li, Kerun Yu, Jinglei Chen, Zujie Liang, Xinhui Wu, Yuxi Qian, Feng Wei, Bo Zheng, Jiaqing Liang, Jiangjie Chen, Yanghua Xiao |
| 2024 | Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models. | Wenhao Shi, Zhiqiang Hu, Yi Bin, Junhua Liu, Yang Yang, See-Kiong Ng, Lidong Bing, Roy Ka-Wei Lee |
| 2024 | Learning to Use Tools via Cooperative and Interactive Agents. | Zhengliang Shi, Shen Gao, Xiuyi Chen, Yue Feng, Lingyong Yan, Haibo Shi, Dawei Yin, Pengjie Ren, Suzan Verberne, Zhaochun Ren |