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Task 2

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TitleStatusHype
Pun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings—0
BUT System for the MLC-SLM Challenge—0
Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction—0
MCP-Zero: Active Tool Discovery for Autonomous LLM Agents—0
Leveraging Large Language Models in Visual Speech Recognition: Model Scaling, Context-Aware Decoding, and Iterative Polishing—0
Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution ShiftsCode0
LLM-BABYBENCH: Understanding and Evaluating Grounded Planning and Reasoning in LLMsCode0
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers—0
1^st Place Solution of WWW 2025 EReL@MIR Workshop Multimodal CTR Prediction ChallengeCode1
Team ACK at SemEval-2025 Task 2: Beyond Word-for-Word Machine Translation for English-Korean Pairs—0
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR ChallengeCode0
Quadratic Interest Network for Multimodal Click-Through Rate PredictionCode1
FinBERT-QA: Financial Question Answering with pre-trained BERT Language ModelsCode2
BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts—0
Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training—0
HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation—0
Towards Universal Learning-based Model for Cardiac Image Reconstruction: Summary of the CMRxRecon2024 ChallengeCode0
Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation—0
MaskGWM: A Generalizable Driving World Model with Video Mask ReconstructionCode3
Fine-Tuning Open-Source Large Language Models to Improve Their Performance on Radiation Oncology Tasks: A Feasibility Study to Investigate Their Potential Clinical Applications in Radiation Oncology—0
Retrieval-Augmented Neural Field for HRTF Upsampling and PersonalizationCode0
UNetVL: Enhancing 3D Medical Image Segmentation with Chebyshev KAN Powered Vision-LSTMCode0
Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRICode0
IntegrityAI at GenAI Detection Task 2: Detecting Machine-Generated Academic Essays in English and Arabic Using ELECTRA and Stylometry—0
GenAI Content Detection Task 2: AI vs. Human -- Academic Essay Authenticity Challenge—0
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