| Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring | Jun 10, 2020 | Task 2 | CodeCode Available | 1 |
| CheckThat! at CLEF 2020: Enabling the Automatic Identification and Verification of Claims in Social Media | Jan 21, 2020 | Fact CheckingTask 2 | CodeCode Available | 1 |
| Data Shapley: Equitable Valuation of Data for Machine Learning | Apr 5, 2019 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 |
| General audio tagging with ensembling convolutional neural network and statistical features | Oct 30, 2018 | Audio TaggingDescriptive | CodeCode Available | 1 |
| Pun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings | Jul 9, 2025 | Contrastive LearningMachine Translation | —Unverified | 0 |
| BUT System for the MLC-SLM Challenge | Jun 16, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Developing a High-performance Framework for Speech Emotion Recognition in Naturalistic Conditions Challenge for Emotional Attribute Prediction | Jun 12, 2025 | AttributeEmotion Recognition | —Unverified | 0 |
| MCP-Zero: Active Tool Discovery for Autonomous LLM Agents | Jun 1, 2025 | RetrievalSemantic Similarity | —Unverified | 0 |
| Leveraging Large Language Models in Visual Speech Recognition: Model Scaling, Context-Aware Decoding, and Iterative Polishing | May 27, 2025 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Prompt Tuning Vision Language Models with Margin Regularizer for Few-Shot Learning under Distribution Shifts | May 21, 2025 | Few-Shot LearningTask 2 | CodeCode Available | 0 |
| LLM-BABYBENCH: Understanding and Evaluating Grounded Planning and Reasoning in LLMs | May 17, 2025 | Task 2 | CodeCode Available | 0 |
| TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers | May 13, 2025 | Natural Language UnderstandingTask 2 | —Unverified | 0 |
| Team ACK at SemEval-2025 Task 2: Beyond Word-for-Word Machine Translation for English-Korean Pairs | Apr 29, 2025 | Machine TranslationTask 2 | —Unverified | 0 |
| Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR Challenge | Apr 26, 2025 | Click-Through Rate PredictionInformation Retrieval | CodeCode Available | 0 |
| BadMoE: Backdooring Mixture-of-Experts LLMs via Optimizing Routing Triggers and Infecting Dormant Experts | Apr 24, 2025 | Backdoor AttackMixture-of-Experts | —Unverified | 0 |
| Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training | Apr 19, 2025 | Data AugmentationRetrieval | —Unverified | 0 |
| HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation | Mar 25, 2025 | Machine TranslationPrompt Engineering | —Unverified | 0 |
| Towards Universal Learning-based Model for Cardiac Image Reconstruction: Summary of the CMRxRecon2024 Challenge | Mar 5, 2025 | BenchmarkingImage Reconstruction | CodeCode Available | 0 |
| Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generation | Feb 21, 2025 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| 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 | Jan 28, 2025 | DiagnosticTask 2 | —Unverified | 0 |
| Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization | Jan 22, 2025 | Audio GenerationRetrieval | CodeCode Available | 0 |
| UNetVL: Enhancing 3D Medical Image Segmentation with Chebyshev KAN Powered Vision-LSTM | Jan 13, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 0 |
| Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRI | Jan 9, 2025 | Data AugmentationSegmentation | CodeCode Available | 0 |
| IntegrityAI at GenAI Detection Task 2: Detecting Machine-Generated Academic Essays in English and Arabic Using ELECTRA and Stylometry | Jan 7, 2025 | Task 2 | —Unverified | 0 |
| GenAI Content Detection Task 2: AI vs. Human -- Academic Essay Authenticity Challenge | Dec 24, 2024 | Task 2 | —Unverified | 0 |
| Deep Learning for Longitudinal Gross Tumor Volume Segmentation in MRI-Guided Adaptive Radiotherapy for Head and Neck Cancer | Dec 1, 2024 | SegmentationTask 2 | CodeCode Available | 0 |
| ChatBCI: A P300 Speller BCI Leveraging Large Language Models for Improved Sentence Composition in Realistic Scenarios | Nov 23, 2024 | EEGSentence | —Unverified | 0 |
| Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy | Nov 22, 2024 | SegmentationTask 2 | CodeCode Available | 0 |
| MaLei at the PLABA Track of TAC-2024: RoBERTa for Task 1 -- LLaMA3.1 and GPT-4o for Task 2 | Nov 11, 2024 | Task 2 | CodeCode Available | 0 |
| A Time-Aware Approach to Early Detection of Anorexia: UNSL at eRisk 2024 | Oct 23, 2024 | Task 2 | —Unverified | 0 |
| Large Language Models for Cross-lingual Emotion Detection | Oct 21, 2024 | Task 2 | CodeCode Available | 0 |
| Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG | Oct 13, 2024 | HallucinationRAG | —Unverified | 0 |
| ASD-Diffusion: Anomalous Sound Detection with Diffusion Models | Sep 24, 2024 | DenoisingTask 2 | —Unverified | 0 |
| A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models | Sep 23, 2024 | Code GenerationRetrieval-augmented Generation | —Unverified | 0 |
| Understanding Stain Separation Improves Cross-Scanner Adenocarcinoma Segmentation with Joint Multi-Task Learning | Sep 20, 2024 | DecoderDiagnostic | CodeCode Available | 0 |
| Domain-stratified Training for Cross-organ and Cross-scanner Adenocarcinoma Segmentation in the COSAS 2024 Challenge | Sep 19, 2024 | Image SegmentationSegmentation | —Unverified | 0 |
| Prompt-and-Transfer: Dynamic Class-aware Enhancement for Few-shot Segmentation | Sep 16, 2024 | DecoderTask 2 | —Unverified | 0 |
| Winning Solution For Meta KDD Cup' 24 | Sep 13, 2024 | HallucinationKnowledge Graphs | —Unverified | 0 |
| Improving Anomalous Sound Detection via Low-Rank Adaptation Fine-Tuning of Pre-Trained Audio Models | Sep 11, 2024 | Data AugmentationTask 2 | —Unverified | 0 |
| A Dual-Path Framework with Frequency-and-Time Excited Network for Anomalous Sound Detection | Sep 5, 2024 | Anomaly DetectionTask 2 | —Unverified | 0 |
| MARAGS: A Multi-Adapter System for Multi-Task Retrieval Augmented Generation Question Answering | Sep 5, 2024 | Question AnsweringRAG | —Unverified | 0 |
| Large Scale Unsupervised Brain MRI Image Registration Solution for Learn2Reg 2024 | Sep 2, 2024 | Image RegistrationTask 2 | —Unverified | 0 |
| IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering | Aug 24, 2024 | Question AnsweringTask 2 | —Unverified | 0 |
| 'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization | Aug 7, 2024 | PositionTask 2 | —Unverified | 0 |
| Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral 7B Model and Data Augmentation | Aug 6, 2024 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| L3iTC at the FinLLM Challenge Task: Quantization for Financial Text Classification & Summarization | Aug 6, 2024 | GPUQuantization | —Unverified | 0 |
| VoxelTrack: Exploring Voxel Representation for 3D Point Cloud Object Tracking | Aug 5, 2024 | 3D Single Object TrackingGPU | —Unverified | 0 |
| STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation | Jul 18, 2024 | PrognosisSTS | —Unverified | 0 |
| Using Large Language Models for Generating Smart Contracts for Health Insurance from Textual Policies | Jul 9, 2024 | 16kTask 2 | —Unverified | 0 |
| A Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers | Jul 6, 2024 | AnatomyDenoising | —Unverified | 0 |