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• Decentralized Gradient-Free Methods for Stochastic Non-smooth Non-convex Optimization

  Zhenwei Lin, Jingfan Xia, Qi Deng, Luo Luo

  17477-17486

  2024-03-24

• Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning

  Xin Yu, Rongye Shi, Pu Feng, Yongkai Tian, Simin Li, Shuhao Liao, Wenjun Wu

  17583-17590

  2024-03-24

• All Should Be Equal in the Eyes of LMs: Counterfactually Aware Fair Text Generation

  Pragyan Banerjee, Abhinav Java, Surgan Jandial, Simra Shahid, Shaz Furniturewala, Balaji Krishnamurthy, Sumit Bhatia

  17673-17681

  2024-03-24

• Benchmarking Large Language Models on Controllable Generation under Diversified Instructions

  Yihan Chen, Benfeng Xu, Quan Wang, Yi Liu, Zhendong Mao

  17808-17816

  2024-03-24

• DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion

  Ha-Yeong Choi, Sang-Hoon Lee, Seong-Whan Lee

  17862-17870

  2024-03-24

• AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection

  Yangkai Du, Tengfei Ma, Lingfei Wu, Xuhong Zhang, Shouling Ji

  17942-17950

  2024-03-24

• BAND: Biomedical Alert News Dataset

  Zihao Fu, Meiru Zhang, Zaiqiao Meng, Yannan Shen, David Buckeridge, Nigel Collier

  18012-18020

  2024-03-24

• Customizing Language Model Responses with Contrastive In-Context Learning

  Xiang Gao, Kamalika Das

  18039-18046

  2024-03-24

• ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer

  Zachary Horvitz, Ajay Patel, Chris Callison-Burch, Zhou Yu, Kathleen McKeown

  18216-18224

  2024-03-24

• Response Enhanced Semi-supervised Dialogue Query Generation

  Jianheng Huang, Ante Wang, Linfeng Gao, Linfeng Song, Jinsong Su

  18307-18315

  2024-03-24

• PMRC: Prompt-Based Machine Reading Comprehension for Few-Shot Named Entity Recognition

  Jin Huang, Danfeng Yan, Yuanqiang Cai

  18316-18326

  2024-03-24

• Norm Tweaking: High-Performance Low-Bit Quantization of Large Language Models

  Liang Li, Qingyuan Li, Bo Zhang, Xiangxiang Chu

  18536-18544

  2024-03-24

• OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning

  Ziyu Shang, Wenjun Ke, Nana Xiu, Peng Wang, Jiajun Liu, Yanhui Li, Zhizhao Luo, Ke Ji

  18934-18943

  2024-03-24

• Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-Hoc Retrieval

  Weihang Su, Qingyao Ai, Xiangsheng Li, Jia Chen, Yiqun Liu, Xiaolong Wu, Shengluan Hou

  19026-19034

  2024-03-24

• UMIE: Unified Multimodal Information Extraction with Instruction Tuning

  Lin Sun, Kai Zhang, Qingyuan Li, Renze Lou

  19062-19070

  2024-03-24

• ConsistNER: Towards Instructive NER Demonstrations for LLMs with the Consistency of Ontology and Context

  Chenxiao Wu, Wenjun Ke, Peng Wang, Zhizhao Luo, Guozheng Li, Wanyi Chen

  19234-19242

  2024-03-24

• Robust Few-Shot Named Entity Recognition with Boundary Discrimination and Correlation Purification

  Xiaojun Xue, Chunxia Zhang, Tianxiang Xu, Zhendong Niu

  19341-19349

  2024-03-24

• What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection

  XiaoHui Zhang, Jiangyan Yi, Chenglong Wang, Chu Yuan Zhang, Siding Zeng, Jianhua Tao

  19569-19577

  2024-03-24

• QPEN: Quantum Projection and Quantum Entanglement Enhanced Network for Cross-Lingual Aspect-Based Sentiment Analysis

  Xingqiang Zhao, Hai Wan, Kunxun Qi

  19670-19678

  2024-03-24

• Does Few-Shot Learning Suffer from Backdoor Attacks?

  Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao

  19893-19901

  2024-03-24

• Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned Performance Profiles

  Matthew Budd, Bruno Lacerda, Nick Hawes

  20053-20060

  2024-03-24

• GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following

  Jigyasa Gupta, Shreya Sharma, Shreshth Tuli, Rohan Paul, Mausam

  20113-20122

  2024-03-24

• Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem

  Keyuan Zhang, Zhongdong Liu, Nakjung Choi, Bo Ji

  20293-20300

  2024-03-24

• Learning Ultrametric Trees for Optimal Transport Regression

  Samantha Chen, Puoya Tabaghi, Yusu Wang

  20657-20665

  2024-03-24

• Parameterized Approximation Algorithms for Sum of Radii Clustering and Variants

  Xianrun Chen, Dachuan Xu, Yicheng Xu, Yong Zhang

  20666-20673

  2024-03-24