Papers
The Face of Persuasion: Analyzing Bias and Generating Culture-Aware Ads
Aysan Aghazadeh, Adriana Kovashka
Enhancing Multi-Agent Debate System Performance via Confidence Expression
Zijie Lin, Bryan Hooi
Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip?
Xiaochen Wang, Heming Xia, Jialin Song et al.
Can LLMs Find a Needle in a Haystack? A Look at Anomaly Detection Language Modeling
Leslie Barrett, Vikram Sunil Bajaj, Robert John Kingan
Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval
Haotong Bao, Jianjin Zhang, Qi Chen et al.
Where Did That Come From? Sentence-Level Error-Tolerant Attribution
Ori Ernst, Aviv Slobodkin, Meng Cao et al.
Understanding Refusal in Language Models with Sparse Autoencoders
Wei Jie Yeo, Nirmalendu Prakash, Clement Neo et al.
To Answer or Not to Answer (TAONA): A Robust Textual Graph Understanding and Question Answering Approach
Yuchen Yan, Aakash Kolekar, Sahika Genc et al.
VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format
Yueqian Wang, Xiaojun Meng, Yuxuan Wang et al.
OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration
Jusheng Zhang, Yijia Fan, Kaitong Cai et al.
EditID: Training-Free Editable ID Customization for Text-to-Image Generation
Guandong Li, Zhaobin Chu
When Allies Turn Foes: Exploring Group Characteristics of LLM-Based Multi-Agent Collaborative Systems Under Adversarial Attacks
Jiahao Zhang, Baoshuo Kan, Tao Gong et al.
Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects
ChengYan Wu, Yiqiang Cai, Yang Liu et al.
CCG: Rare-Label Prediction via Neural SEM–Driven Causal Game
Yijia Fan, Jusheng Zhang, Kaitong Cai et al.
Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models
Zheyu Zhang, Shuo Yang, Bardh Prenkaj et al.
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
Yushi Sun, Kai Sun, Yifan Ethan Xu et al.
Towards More Efficient Post-training via Fourier Domain Adapter Framework
Yijia Fan, Jusheng Zhang, Keze Wang
Tree-Structured Non-Autoregressive Decoding for Sequence-to-Sequence Text Generation
Pengyu Ji, Yufei Liu, Xiang Hu et al.
Identifying Aspects in Peer Reviews
Sheng Lu, Ilia Kuznetsov, Iryna Gurevych
Discovering Semantic Subdimensions through Disentangled Conceptual Representations
Yunhao Zhang, Shaonan Wang, Nan Lin et al.
Drift: Decoding-time Personalized Alignments with Implicit User Preferences
Minbeom Kim, Kang-il Lee, Seongho Joo et al.
CharacterCraft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents
Xuyan Yin, Xinran Yang, Zihao Li et al.
Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation
Haonan Sheng, Dou Hu, Lingwei Wei et al.
Retrieval-Augmented Generation with Hierarchical Knowledge
Haoyu Huang, Yongfeng Huang, Yang Junjie et al.
Agent Laboratory: Using LLM Agents as Research Assistants
Samuel Schmidgall, Yusheng Su, Ze Wang et al.