Papers
1,072 papers found
Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm
Pascal Denis, Liva Ralaivola
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks
Po-Nien Kung, Fan Yin, Di Wu et al.
Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation
Xiwen Wei, Guihong Li, Radu Marculescu
Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations
Xiaozhuang Song, Shun Zheng, Wei Cao et al.
IIT (BHU) Submission for the ACL Shared Task on Named Entity Recognition on Code-switched Data
Shashwat Trivedi, Harsh Rangwani, Anil Kumar Singh
On the Effect of Auxiliary Tasks on Representation Dynamics
Clare Lyle, Mark Rowland, Georg Ostrovski et al.
A Report on the FigLang 2022 Shared Task on Understanding Figurative Language
Arkadiy Saakyan, Tuhin Chakrabarty, Debanjan Ghosh et al.
Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests
Chenhao Niu, Kevin P. Yancey, Ruidong Liu et al.
A Report on the FigLang 2024 Shared Task on Multimodal Figurative Language
Shreyas Kulkarni, Arkadiy Saakyan, Tuhin Chakrabarty et al.
OCEAN: Online Task Inference for Compositional Tasks with Context Adaptation
Hongyu Ren, Yuke Zhu, Jure Leskovec et al.
On an Intermediate Task for Classifying URL Citations on Scholarly Papers
Kazuhiro Wada, Masaya Tsunokake, Shigeki Matsubara
Online Bias Correction for Task-Free Continual Learning
Aristotelis Chrysakis, Marie-Francine Moens
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems
Yihao Feng, Shentao Yang, Shujian Zhang et al.
Investigating the Influence of Stance-Taking on Conversational Timing of Task-Oriented Speech
Sara Ng, Gina-Anne Levow, Mari Ostendorf et al.
CUNI and LMU Submission to the MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval
Katharina Hämmerl, Andrei-Alexandru Manea, Gianluca Vico et al.
Findings of the 2nd Shared Task on Multi-lingual Multi-task Information Retrieval at MRL 2024
Francesco Tinner, Raghav Mantri, Mammad Hajili et al.
Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation
Marco Gaido, Roman Grundkiewicz, Thamme Gowda et al.
Task Calibration: Calibrating Large Language Models on Inference Tasks
Yingjie Li, Yun Luo, Xiaotian Xie et al.
A New Task and Dataset on Detecting Attacks on Human Rights Defenders
Shihao Ran, Di Lu, Aoife Cahill et al.
Task-Free Continual Learning via Online Discrepancy Distance Learning
Fei Ye, Adrian G. Bors
End-to-End Task-Oriented Dialogue Systems Based on Schema
Wiradee Imrattanatrai, Ken Fukuda
The TIP of the Iceberg: Revealing a Hidden Class of Task-in-Prompt Adversarial Attacks on LLMs
Sergey Berezin, Reza Farahbakhsh, Noel Crespi
ProTOD: Proactive Task-oriented Dialogue System Based on Large Language Model
Wenjie Dong, Sirong Chen, Yan Yang
VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty
Randy Ardywibowo, Zepeng Huo, Zhangyang Wang et al.