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• Prototype-Guided Multimodal Relation Extraction based on Entity Attributes

  Zefan Zhang, Weiqi Zhang, Yanhui Li, Tian Bai

  26003-26011

  2025-04-11

• DiveR-CT: Diversity-enhanced Red Teaming Large Language Model Assistants with Relaxing Constraints

  Andrew Zhao, Quentin Xu, Matthieu Lin, Shenzhi Wang, Yong-Jin Liu, Zilong Zheng, Gao Huang

  26021-26030

  2025-04-11

• Beyond IID: Optimizing Instruction Finetuning from the Perspective of Instruction Interaction and Dependency

  Hanyu Zhao, Li Du, Yiming Ju, Chengwei Wu, Tengfei Pan

  26031-26038

  2025-04-11

• CareBot: A Pioneering Full-Process Open-Source Medical Language Model

  Lulu Zhao, Weihao Zeng, Xiaofeng Shi, Hua Zhou

  26039-26047

  2025-04-11

• DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation

  Qiming Zhu, Jialun Cao, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Shing-Chi Cheung

  26148-26156

  2025-04-11

• Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning

  Runchuan Zhu, Zhipeng Ma, Jiang Wu, Junyuan Gao, Jiaqi Wang, Dahua Lin, Conghui He

  26157-26165

  2025-04-11

• Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning

  Wenwen Zhuang, Xin Huang, Xiantao Zhang, Jin Zeng

  26183-26191

  2025-04-11

• TNCSE: Tensor Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings

  Tianyu Zong, Bingkang Shi, Hongzhu Yi, Jungang Xu

  26192-26201

  2025-04-11

• Learning to Rewind via Iterative Prediction of Past Weights for Practical Unlearning

  Jinhyeok Jang, Jaehong Kim, Chan-Hyun Youn

  26248-26255

  2025-04-11

• Mjölnir: Breaking the Shield of Perturbation-Protected Gradients via Adaptive Diffusion

  Xuan Liu, Siqi Cai, Qihua Zhou, Song Guo, Ruibin Li, Kaiwei Lin

  26308-26316

  2025-04-11

• CL-Attack: Textual Backdoor Attacks via Cross-Lingual Triggers

  Jingyi Zheng, Tianyi Hu, Tianshuo Cong, Xinlei He

  26427-26435

  2025-04-11

• Temporal Numeric Planning with Patterns

  Matteo Cardellini, Enrico Giunchiglia

  26481-26489

  2025-04-11

• Planning in the Dark: LLM-Symbolic Planning Pipeline Without Experts

  Sukai Huang, Nir Lipovetzky, Trevor Cohn

  26542-26550

  2025-04-11

• WEPO: Web Element Preference Optimization for LLM-based Web Navigation

  Jiarun Liu, Jia Hao, Chunhong Zhang, Zheng Hu

  26614-26622

  2025-04-11

• ModelDiff: Symbolic Dynamic Programming for Model-Aware Policy Transfer in Deep Q-Learning

  Xiaotian Liu, Jihwan Jeong, Ayal Taitler, Michael Gimelfarb, Scott Sanner

  26623-26630

  2025-04-11

• RATT: A Thought Structure for Coherent and Correct LLM Reasoning

  Jinghan Zhang, Xiting Wang, Weijieying Ren, Lu Jiang, Dongjie Wang, Kunpeng Liu

  26733-26741

  2025-04-11

• Fast and Slow Gradient Approximation for Binary Neural Network Optimization

  Xinquan Chen, Junqi Gao, Biqing Qi, Dong Li, Yiang Luo, Fangyuan Li, Pengfei Li

  26913-26921

  2025-04-11

• HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

  Pham Vu Tuan Dat, Long Doan, Huynh Thi Thanh Binh

  26931-26938

  2025-04-11

• DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment

  Haitao Li, Qingyao Ai, Xinyan Han, Jia Chen, Qian Dong, Yiqun Liu

  27072-27080

  2025-04-11

• Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation

  Federico Julian Camerota Verdù, Lorenzo Castelli, Luca Bortolussi

  27135-27143

  2025-04-11

• Multi-Objective Evolution of Heuristic Using Large Language Model

  Shunyu Yao, Fei Liu, Xi Lin, Zhichao Lu, Zhenkun Wang, Qingfu Zhang

  27144-27152

  2025-04-11

• Bridging the Knowledge Gap: Understanding User Expectations for Trustworthy LLM Standards

  Michaela Benk, Léane Wettstein, Nadine Schlicker, Florian von Wangenheim, Nicolas Scharowski

  27197-27205

  2025-04-11

• Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning

  Karl Elbakian, Samuel Carton

  27268-27276

  2025-04-11

• Bias Unveiled: Investigating Social Bias in LLM-Generated Code

  Lin Ling, Fazle Rabbi, Song Wang, Jinqiu Yang

  27491-27499

  2025-04-11

• SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine

  Sadanand Modak, Noah Tobias Patton, Isil Dillig, Joydeep Biswas

  27529-27537

  2025-04-11