| 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 | 0 |
| Few-shot learning for automated content analysis: Efficient coding of arguments and claims in the debate on arms deliveries to Ukraine | Dec 28, 2023 | Few-Shot LearningTask 2 | —Unverified | 0 | 0 |
| Autobots Ensemble: Identifying and Extracting Adverse Drug Reaction from Tweets Using Transformer Based Pipelines | Dec 1, 2020 | NERQuestion Answering | —Unverified | 0 | 0 |
| Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases | Dec 1, 2017 | ClusteringFeature Engineering | —Unverified | 0 | 0 |
| Adaptor Grammars for Unsupervised Paradigm Clustering | Aug 1, 2021 | ClusteringTask 2 | —Unverified | 0 | 0 |
| Fraunhofer IAIS at FinCausal 2020, Tasks 1 & 2: Using Ensemble Methods and Sequence Tagging to Detect Causality in Financial Documents | Dec 1, 2020 | Task 2 | —Unverified | 0 | 0 |
| A Comparative Study of Voice Conversion Models with Large-Scale Speech and Singing Data: The T13 Systems for the Singing Voice Conversion Challenge 2023 | Oct 8, 2023 | Self-Supervised LearningTask 2 | —Unverified | 0 | 0 |
| From Protocol to Screening: A Hybrid Learning Approach for Technology-Assisted Systematic Literature Reviews | Nov 19, 2020 | Learning-To-RankRetrieval | —Unverified | 0 | 0 |
| FBK-HLT-NLP at SemEval-2016 Task 2: A Multitask, Deep Learning Approach for Interpretable Semantic Textual Similarity | Jun 1, 2016 | Image CaptioningSemantic Textual Similarity | —Unverified | 0 | 0 |
| Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions | Aug 27, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 | 0 |
| Facilitating Bayesian Continual Learning by Natural Gradients and Stein Gradients | Apr 24, 2019 | Continual LearningTask 2 | —Unverified | 0 | 0 |
| GenAI Content Detection Task 2: AI vs. Human -- Academic Essay Authenticity Challenge | Dec 24, 2024 | Task 2 | —Unverified | 0 | 0 |
| Extending nnU-Net is all you need | Aug 23, 2022 | AllSegmentation | —Unverified | 0 | 0 |
| CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings | Dec 1, 2016 | Binary ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task | Apr 18, 2023 | SpecificityTask 2 | —Unverified | 0 | 0 |
| GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings | Aug 1, 2021 | Cross-Lingual TransferLanguage Modelling | —Unverified | 0 | 0 |
| Gpachov at CheckThat! 2023: A Diverse Multi-Approach Ensemble for Subjectivity Detection in News Articles | Sep 13, 2023 | ArticlesDimensionality Reduction | —Unverified | 0 | 0 |
| GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation | Nov 25, 2023 | Instruction FollowingLanguage Modeling | —Unverified | 0 | 0 |
| GridToPix: Training Embodied Agents with Minimal Supervision | Apr 14, 2021 | Deep Reinforcement LearningPointGoal Navigation | —Unverified | 0 | 0 |
| Gulu at SemEval-2021 Task 7: Detecting and Rating Humor and Offense | Aug 1, 2021 | regressionTask 2 | —Unverified | 0 | 0 |
| ExpertNeurons at FinCausal 2022 Task 2: Causality Extraction for Financial Documents | Jun 1, 2022 | Task 2 | —Unverified | 0 | 0 |
| Climbing the Kaggle Leaderboard by Exploiting the Log-Loss Oracle | Jul 6, 2017 | Task 2 | —Unverified | 0 | 0 |
| Event Coreference Resolution with Multi-Pass Sieves | May 1, 2016 | Avgcoreference-resolution | —Unverified | 0 | 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 | 0 |
| Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus | Sep 14, 2021 | Task 2Word Embeddings | —Unverified | 0 | 0 |