Papers
Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection
Xiaotong Zhang, Qianru Zhou, Han Liu et al.
LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models
Kaichen Zhang, Bo Li, Peiyuan Zhang et al.
How Do Large Language Models Perform in Dynamical System Modeling
Xiao Luo, Binqi Chen, Haixin Wang et al.
Linguistically Grounded Analysis of Language Models using Shapley Head Values
Marcell Fekete, Johannes Bjerva
Dialetto, ma Quanto Dialetto? Transcribing and Evaluating Dialects on a Continuum
Ryan Soh-Eun Shim, Barbara Plank
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description
Alessio Cocchieri, Giacomo Frisoni, Marcos Martínez Galindo et al.
Large-Scale Corpus Construction and Retrieval-Augmented Generation for Ancient Chinese Poetry: New Method and Data Insights
Yang Liu, Lan Lan, Jiahuan Cao et al.
Towards Zero-Shot Multimodal Machine Translation
Matthieu Futeral, Cordelia Schmid, Benoît Sagot et al.
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors
Mayank Nagda, Phil Ostheimer, Sophie Fellenz
Synonym-unaware Fast Adversarial Training against Textual Adversarial Attacks
Yichen Yang, Xin Liu, Kun He
Joint Learning Event-Specific Probe and Argument Library with Differential Optimization for Document-Level Multi-Event Extraction
Jianpeng Hu, Chao Xue, Chunqing Yu et al.
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs
Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates et al.
DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications
Sathya Krishnan Suresh, Wu Mengjun, Tushar Pranav et al.
Identifying and Mitigating Social Bias Knowledge in Language Models
Ruizhe Chen, Yichen Li, Jianfei Yang et al.
Prompt-Guided Selective Masking Loss for Context-Aware Emotive Text-to-Speech
Yejin Jeon, Youngjae Kim, Jihyun Lee et al.
Lost in Overlap: Exploring Logit-based Watermark Collision in LLMs
Yiyang Luo, Ke Lin, Chao Gu et al.
InstructAny2Pix: Image Editing with Multi-Modal Prompts
Shufan Li, Harkanwar Singh, Aditya Grover
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials
Wonjoong Kim, Sangwu Park, Yeonjun In et al.
Zero-Shot Strategies for Length-Controllable Summarization
Fabian Retkowski, Alexander Waibel
Teaching Large Language Models Number-Focused Headline Generation With Key Element Rationales
Zhen Qian, Xiuzhen Zhang, Xiaofei Xu et al.
On the Impact of Noise in Differentially Private Text Rewriting
Stephen Meisenbacher, Maulik Chevli, Florian Matthes
Multimodal Generation with Consistency Transferring
Junxiang Qiu, Jinda Lu, Shuo Wang
Adaptive Retrieval-Augmented Generation for Conversational Systems
Xi Wang, Procheta Sen, Ruizhe Li et al.
Audio Description Generation in the Era of LLMs and VLMs: A Review of Transferable Generative AI Technologies
Yingqiang Gao, Lukas Fischer, Alexa Lintner et al.
LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules
Xin Huang, Ting Zhang, Wen Zhao