| One for All: Neural Joint Modeling of Entities and Events | Dec 1, 2018 | AllEvent Extraction | —Unverified | 0 |
| One for All: One-stage Referring Expression Comprehension with Dynamic Reasoning | Jul 31, 2022 | AllReferring Expression | —Unverified | 0 |
| One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models | May 18, 2025 | All | —Unverified | 0 |
| One for All: Towards Language Independent Named Entity Linking | Dec 5, 2017 | AllEntity Linking | —Unverified | 0 |
| One-for-All: Towards Universal Domain Translation with a Single StyleGAN | Oct 22, 2023 | AllTranslation | —Unverified | 0 |
| One for All: Toward Unified Foundation Models for Earth Vision | Jan 15, 2024 | All | —Unverified | 0 |
| One Framework to Rule Them All: Unifying RL-Based and RL-Free Methods in RLHF | Mar 25, 2025 | Allreinforcement-learning | —Unverified | 0 |
| One Graph to Rule them All: Using NLP and Graph Neural Networks to analyse Tolkien's Legendarium | Oct 14, 2022 | AllGraph Learning | —Unverified | 0 |
| One Hyper-Initializer for All Network Architectures in Medical Image Analysis | Jun 8, 2022 | AllMedical Image Analysis | —Unverified | 0 |
| One Instrument to Rule Them All: The Bias and Coverage of Just-ID IV | Oct 20, 2021 | All | —Unverified | 0 |
| One Jump Is All You Need: Short-Cutting Transformers for Early Exit Prediction with One Jump to Fit All Exit Levels | Apr 18, 2025 | All | —Unverified | 0 |
| One Language to rule them all: modelling Morphological Patterns in a Large Scale Italian Lexicon with SWRL | May 1, 2018 | All | —Unverified | 0 |
| One Map Does Not Fit All: Evaluating Saliency Map Explanation on Multi-Modal Medical Images | Jul 11, 2021 | AllFeature Importance | —Unverified | 0 |
| One Map to Find Them All: Real-time Open-Vocabulary Mapping for Zero-shot Multi-Object Navigation | Sep 18, 2024 | AllObject | —Unverified | 0 |
| One Masked Model is All You Need for Sensor Fault Detection, Isolation and Accommodation | Mar 24, 2024 | AllFault Detection | —Unverified | 0 |
| One Method to Rule Them All: Variance Reduction for Data, Parameters and Many New Methods | May 27, 2019 | All | —Unverified | 0 |
| One Model Fits All: Cross-Region Taxi-Demand Forecasting | Oct 27, 2023 | AllDemand Forecasting | —Unverified | 0 |
| One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems | Oct 22, 2023 | AllLanguage Modeling | —Unverified | 0 |
| One Model for All Quantization: A Quantized Network Supporting Hot-Swap Bit-Width Adjustment | May 4, 2021 | AllDiversity | —Unverified | 0 |
| One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement | Oct 20, 2021 | AllAutomatic Speech Recognition | —Unverified | 0 |
| One Model To Learn Them All | Jun 16, 2017 | AllImage Captioning | —Unverified | 0 |
| One Model to Pronounce Them All: Multilingual Grapheme-to-Phoneme Conversion With a Transformer Ensemble | Jun 23, 2020 | AllGrapheme-to-Phoneme Conversion | —Unverified | 0 |
| One Model to Rank Them All: Unifying Online Advertising with End-to-End Learning | May 26, 2025 | AllComputational Efficiency | —Unverified | 0 |
| One Model to Recognize Them All: Marginal Distillation from NER Models with Different Tag Sets | Apr 10, 2020 | Allnamed-entity-recognition | —Unverified | 0 |
| One Model to Rule them all: Multitask and Multilingual Modelling for Lexical Analysis | Nov 3, 2017 | AllLanguage Acquisition | —Unverified | 0 |
| One model to rule them all: ranking Slovene summarizers | Jun 20, 2023 | AllText Summarization | —Unverified | 0 |
| One model to rule them all ? Towards End-to-End Joint Speaker Diarization and Speech Recognition | Oct 2, 2023 | AllAutomatic Speech Recognition | —Unverified | 0 |
| One Model to Rule them All: Towards Zero-Shot Learning for Databases | May 3, 2021 | AllFew-Shot Learning | —Unverified | 0 |
| One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction | Jan 27, 2021 | AllClick-Through Rate Prediction | —Unverified | 0 |
| One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation | Apr 28, 2022 | AllDecoder | —Unverified | 0 |
| MoSE: Hierarchical Self-Distillation Enhances Early Layer Embeddings | Mar 4, 2025 | AllCode Search | —Unverified | 0 |
| One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning | Mar 15, 2022 | Allimage-classification | —Unverified | 0 |
| One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks | Mar 29, 2021 | All | —Unverified | 0 |
| One Network to Solve Them All: A Sequential Multi-Task Joint Learning Network Framework for MR Imaging Pipeline | May 14, 2021 | AllSegmentation | —Unverified | 0 |
| One Noise to Rule Them All: Learning a Unified Model of Spatially-Varying Noise Patterns | Apr 25, 2024 | AllData Augmentation | —Unverified | 0 |
| One Objective for All Models --- Self-supervised Learning for Topic Models | Sep 29, 2021 | AllSelf-Supervised Learning | —Unverified | 0 |
| One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model | Jun 14, 2024 | AllQuantization | —Unverified | 0 |
| One Pic is All it Takes: Poisoning Visual Document Retrieval Augmented Generation with a Single Image | Apr 2, 2025 | AllMisinformation | —Unverified | 0 |
| One Pixel is All I Need | Dec 14, 2024 | AllData Poisoning | —Unverified | 0 |
| One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments | May 30, 2024 | AllQuantization | —Unverified | 0 |
| One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations | Jun 2, 2021 | AllFew-Shot Learning | —Unverified | 0 |
| One Ring to Rule Them All: a simple solution to multi-view 3D-Reconstruction of shapes with unknown BRDF via a small Recurrent ResNet | Apr 11, 2021 | 3D ReconstructionAll | —Unverified | 0 |
| One RL to See Them All: Visual Triple Unified Reinforcement Learning | May 23, 2025 | AllMath | —Unverified | 0 |
| One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning | May 8, 2018 | AllDialogue Evaluation | —Unverified | 0 |
| One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets | Jun 8, 2021 | AllMulti-Task Learning | —Unverified | 0 |
| One Size Does Not Fit All: Comparing NMT Representations of Different Granularities | Jun 1, 2019 | AllMachine Translation | —Unverified | 0 |
| One Size Does Not Fit All: Finding the Optimal Subword Sizes for FastText Models across Languages | Feb 4, 2021 | AllHyperparameter Optimization | —Unverified | 0 |
| One Size Does Not Fit All: Modeling Users' Personal Curiosity in Recommender Systems | Jun 29, 2019 | AllDiversity | —Unverified | 0 |
| One Size Does Not Fit All: Quantifying and Exposing the Accuracy-Latency Trade-off in Machine Learning Cloud Service APIs via Tolerance Tiers | Jun 26, 2019 | AllAutomatic Speech Recognition | —Unverified | 0 |
| One Size Does Not Fit All: The Case for Personalised Word Complexity Models | May 5, 2022 | Active LearningAll | —Unverified | 0 |