Papers
SkillGen: Learning Domain Skills for In-Context Sequential Decision Making
Ruomeng Ding, Wei Cheng, Minglai Shao et al.
Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs
Jérémie Dentan, Davide Buscaldi, Sonia Vanier
CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection
Shuangyan Deng, Zhongsheng Wang, Rui Mao et al.
Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM
Cui Danxin, Sihang Jiang, Keyi Wang et al.
Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement
Zhenlong Dai, Zhuoluo Zhao, Hengning Wang et al.
Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning
Yuqin Dai, Shuo Yang, Guoqing Wang et al.
GOMPSNR: Reflourish the Signal-to-Noise Ratio Metric for Audio Generation Tasks
Lingling Dai, Andong Li, Cheng Chi et al.
HLPD: Aligning LLMs to Human Language Preference for Machine-Revised Text Detection
Fangqi Dai, Xingjian Jiang, Zizhuang Deng
When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs’ Toxicity
Shiyao Cui, Xijia Feng, Yingkang Wang et al.
Persistent Backdoor Attacks Under Continual Fine-Tuning of LLMs
Jing Cui, Yufei Han, Jianbin Jiao et al.
HanjaBridge: Resolving Semantic Ambiguity in Korean LLMs via Hanja-Augmented Pre-Training
Seungho Choi, Sihyun Park, Minsang Kim et al.
“As Eastern Powers, I Will Veto.”: An Investigation of Nation-Level Bias of Large Language Models in International Relations
Jonghyeon Choi, Yeonjun Choi, Hyun-chul Kim et al.
Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations
Jinwei Chi, Ke Wang, Yu Chen et al.
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving
Yao Cheng, Yibo Zhao, Jiapeng Zhu et al.
Reasoning with Exploration: An Entropy Perspective
Daixuan Cheng, Shaohan Huang, Xuekai Zhu et al.
From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
Zhengyu Chen, Yudong Wang, Teng Xiao et al.
StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models
Zehao Chen, Rong Pan, Haoran Li
CounterBench: Evaluating and Improving Counterfactual Reasoning in Large Language Models
Yuefei Chen, Vivek K. Singh, Jing Ma et al.
DiagramGPT-Llama3:Enabling Editable, High-Fidelity Diagram Generation with Vision Large Language Models
Yongyuan Chen, Minjie Hong, Boxi Wu et al.
Schema-Guided Scene-Graph Reasoning Based on Multi-Agent Large Language Model System
Yiye Chen, Harpreet S. Sawhney, Nicholas Gydé et al.
A Better Start: Sensitivity-Aware Warm-Up for Robust and Efficient Fine-Tuning
Yile Chen, Zeyi Wen, Jian Chen et al.
Improving Long-Context Summarization with Multi-Granularity Retrieval Optimization
Xueyu Chen, Kaitao Song, Zifan Song et al.
ModalSyncSum: Synchronizing Image and Text for Reliable Summary Generation
Xuanqi Chen, Ziying Rong, Xinfeng Liao et al.
How Does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding
Xi Chen, Aske Plaat, Niki van Stein