Papers
Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection
Yassine El Kheir, Younes Samih, Suraj Maharjan et al.
Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding
Shulei Wang, Shuai Yang, Wang Lin et al.
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models
Peiqin Lin, Andre Martins, Hinrich Schuetze
Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction
Fu Zhang, Hongsen Yu, Jingwei Cheng et al.
GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation
Runchuan Zhu, Zinco Jiang, Jiang Wu et al.
Evaluating Cultural and Social Awareness of LLM Web Agents
Haoyi Qiu, Alexander Fabbri, Divyansh Agarwal et al.
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples
Peiqin Lin, Andre Martins, Hinrich Schuetze
ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation
Yuan Tian, Minzheng Wang, Nan Xu et al.
Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety
Yiwei Wang, Muhao Chen, Nanyun Peng et al.
TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement
Zhaopeng Feng, Yan Zhang, Hao Li et al.
Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models
Jialiang Wu, Yi Shen, Sijia Liu et al.
Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding
Sukmin Cho, Sangjin Choi, Taeho Hwang et al.
DDGIP: Radiology Report Generation Through Disease Description Graph and Informed Prompting
Chentao Huang, Guangli Li, Xinjiong Zhou et al.
Using Review Combination and Pseudo-Tokens for Aspect Sentiment Quad Prediction
Jiazhou Chen, Xu Jia, RuiQiang Guo
Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework
Qi Zhao, Qi Song, Tian Xie et al.
SEP-MLDC: A Simple and Effective Paradigm for Multi-Label Document Classification
Han Liu, Shuqin Li, Xiaotong Zhang et al.
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
Xidong Wang, Jianquan Li, Shunian Chen et al.
Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis
Yiyi Chen, Qiongxiu Li, Russa Biswas et al.
Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models
Shintaro Ozaki, Kazuki Hayashi, Yusuke Sakai et al.
A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Directions
Zhiqiang Shi, Ruchit Agrawal
Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs)
Abhijit Mishra, Shreya Shukla, Jose Torres et al.
SWITCH: Studying with Teacher for Knowledge Distillation of Large Language Models
Jahyun Koo, Yerin Hwang, Yongil Kim et al.
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
Yuqi Zhu, Shuofei Qiao, Yixin Ou et al.
NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models
Pranshu Pandya, Vatsal Gupta, Agney S Talwarr et al.
CollabStory: Multi-LLM Collaborative Story Generation and Authorship Analysis
Saranya Venkatraman, Nafis Irtiza Tripto, Dongwon Lee