Papers
Mitigating Hallucination by Integrating Knowledge Graphs into LLM Inference – a Systematic Literature Review
Robin Wagner, Emanuel Kitzelmann, Ingo Boersch
Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization
Yuhan Fu, Ruobing Xie, Xingwu Sun et al.
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering
Rongzhi Zhu, Xiangyu Liu, Zequn Sun et al.
Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints
Wei Sun, Tingyu Qu, Mingxiao Li et al.
Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction
Thanh Duc Pham, Nam Le Hai, Linh Ngo Van et al.
Mitigating Paraphrase Attacks on Machine-Text Detection via Paraphrase Inversion
Rafael Alberto Rivera Soto, Barry Y. Chen, Nicholas Andrews
Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding
Zikai Xiao, Ziyang Wang, Wen Ma et al.
Mitigating Selection Bias with Node Pruning and Auxiliary Options
Hyeong Kyu Choi, Weijie Xu, Chi Xue et al.
Mitigating Shortcut Learning with InterpoLated Learning
Michalis Korakakis, Andreas Vlachos, Adrian Weller
Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning
Hai-Long Sun, Zhun Sun, Houwen Peng et al.
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models
Xinlong Chen, Yuanxing Zhang, Qiang Liu et al.
Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment
Zhili Liu, Yunhao Gou, Kai Chen et al.
Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring
Po-Kai Chen, Bo-Wei Tsai, Shao Kuan Wei et al.
Mixture-of-Personas Language Models for Population Simulation
Ngoc Bui, Hieu Trung Nguyen, Shantanu Kumar et al.
Mixture of Small and Large Models for Chinese Spelling Check
Ziheng Qiao, Houquan Zhou, Zhenghua Li
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
Yongjia Lei, Haoyu Han, Ryan A. Rossi et al.
Mixtures of In-Context Learners
Giwon Hong, Emile Van Krieken, Edoardo Ponti et al.
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models
Jianhong Tu, Zhuohao Ni, Nicholas Crispino et al.
MLAS-LoRA: Language-Aware Parameters Detection and LoRA-Based Knowledge Transfer for Multilingual Machine Translation
Tianyu Dong, Bo Li, Jinsong Liu et al.
MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios
JinYang Huang, Xiachong Feng, Qiguang Chen et al.
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models
Boyang Xue, Hongru Wang, Rui Wang et al.
MLLP-VRAIN UPV system for the IWSLT 2025 Simultaneous Speech Translation Translation task
Jorge Iranzo-Sánchez, Javier Iranzo-Sanchez, Adrià Giménez Pastor et al.
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
Zhaopeng Feng, Jiayuan Su, Jiamei Zheng et al.
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
Zhitao He, Sandeep Polisetty, Zhiyuan Fan et al.
MMDEND: Dendrite-Inspired Multi-Branch Multi-Compartment Parallel Spiking Neuron for Sequence Modeling
Kexin Wang, Yuhong Chou, Di Shang et al.