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• Importance Weighting Can Help Large Language Models Self-Improve

  Chunyang Jiang, Chi-Min Chan, Wei Xue, Qifeng Liu, Yike Guo

  24257-24265

  2025-04-11

• SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses

  Dongwei Jiang, Jingyu Zhang, Orion Weller, Nathaniel Weir, Benjamin Van Durme, Daniel Khashabi

  24266-24275

  2025-04-11

• VERSE: Verification-based Self-Play for Code Instructions

  Hao Jiang, Qi Liu, Rui Li, Yuze Zhao, Yixiao Ma, Shengyu Ye, Junyu Lu, Yu Su

  24276-24284

  2025-04-11

• Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models

  Peihai Jiang, Xixiang Lyu, Yige Li, Jing Ma

  24285-24293

  2025-04-11

• HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding

  Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi

  24294-24302

  2025-04-11

• Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation

  Xiaoqiang Kang, Zimu Wang, Xiaobo Jin, Wei Wang, Kaizhu Huang, Qiufeng Wang

  24303-24311

  2025-04-11

• C3oT: Generating Shorter Chain-of-Thought Without Compromising Effectiveness

  Yu Kang, Xianghui Sun, Liangyu Chen, Wei Zou

  24312-24320

  2025-04-11

• Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition

  Yujin Kang, Yoon-Sik Cho

  24321-24329

  2025-04-11

• Uncertainty-Aware Self-Training for CTC-Based Automatic Speech Recognition

  Eungbeom Kim, Kyogu Lee

  24330-24338

  2025-04-11

• ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction

  Zixiao Kong, Xianquan Wang, Shuanghong Shen, Keyu Zhu, Huibo Xu, Yu Su

  24339-24347

  2025-04-11

• Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding

  Dongdong Kuang, Richong Zhang, Zhijie Nie, Junfan Chen, Jaein Kim

  24348-24356

  2025-04-11

• nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder

  Maksim Kuznetsov, Airat Valiev, Alex Aliper, Daniil Polykovskiy, Elena Tutubalina, Rim Shayakhmetov, Zulfat Miftahutdinov

  24357-24365

  2025-04-11

• EPT: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion

  Pengxiang Lan, Enneng Yang, Yuting Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang

  24366-24374

  2025-04-11

• Multi-Reference Preference Optimization for Large Language Models

  Hung Le, Quan Hung Tran, Dung Nguyen, Kien Do, Saloni Mittal, Kelechi Ogueji, Svetha Venkatesh

  24375-24383

  2025-04-11

• Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective

  Minh Le, Tien Ngoc Luu, An Nguyen The, Thanh-Thien Le, Trang Nguyen, Tung Thanh Nguyen, Linh Ngo Van, Thien Huu Nguyen

  24384-24392

  2025-04-11

• LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration

  Sangmin Lee, Woojin Chung, Hong-Goo Kang

  24393-24401

  2025-04-11

• CyberPal.AI: Empowering LLMs with Expert-Driven Cybersecurity Instructions

  Matan Levi, Yair Allouche, Daniel Ohayon, Anton Puzanov

  24402-24412

  2025-04-11

• CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models

  Dongfang Li, Zetian Sun, Xinshuo Hu, Baotian Hu, Min Zhang

  24413-24421

  2025-04-11

• BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models

  Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Zhijing Wu, Yiqun Liu

  24422-24430

  2025-04-11

• Enhancing Large Language Model Performance with Gradient-Based Parameter Selection

  Haoling Li, Xin Zhang, Xiao Liu, Yeyun Gong, Yifan Wang, Qi Chen, Peng Cheng

  24431-24439

  2025-04-11

• ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA

  Jiaang Li, Quan Wang, Zhongnan Wang, Yongdong Zhang, Zhendong Mao

  24440-24448

  2025-04-11

• LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages

  Junchen Li, Qing Yang, Bojian Jiang, Shaolin Zhu, Qingxuan Sun

  24449-24457

  2025-04-11

• Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework

  Linfei Li, Lin Zhang, Zhong Wang, Fengyi Zhang, Zelin Li, Ying Shen

  24458-24466

  2025-04-11

• Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification

  Shichen Li, Zhongqing Wang, Zheyu Zhao, Yue Zhang, Peifeng Li

  24467-24475

  2025-04-11

• KAES: Multi-aspect Shared Knowledge Finding and Aligning for Cross-prompt Automated Scoring of Essay Traits

  Xia Li, Wenjing Pan

  24476-24484

  2025-04-11