| CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra | Sep 6, 2023 | CoLAGaussian Processes | CodeCode Available | 2 | 5 |
| CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection | Jul 9, 2024 | CoLALanguage Modeling | CodeCode Available | 1 | 5 |
| Prompting Segmentation with Sound Is Generalizable Audio-Visual Source Localizer | Sep 13, 2023 | CoLADecoder | CodeCode Available | 1 | 5 |
| Multi-Source Contrastive Learning from Musical Audio | Feb 14, 2023 | CoLAContrastive Learning | CodeCode Available | 1 | 5 |
| Linear Connectivity Reveals Generalization Strategies | May 24, 2022 | CoLADiagnostic | CodeCode Available | 1 | 5 |
| CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation | Feb 16, 2025 | CoLA | CodeCode Available | 1 | 5 |
| SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations | Sep 15, 2021 | CoLAContrastive Learning | CodeCode Available | 1 | 5 |
| Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks | Sep 19, 2023 | CoLAContrastive Learning | CodeCode Available | 1 | 5 |
| CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning | Mar 30, 2021 | Action LocalizationCoLA | CodeCode Available | 1 | 5 |
| Stance Detection with Collaborative Role-Infused LLM-Based Agents | Oct 16, 2023 | CoLAStance Detection | CodeCode Available | 1 | 5 |
| COLA-Net: Collaborative Attention Network for Image Restoration | Mar 10, 2021 | CoLADenoising | CodeCode Available | 1 | 5 |
| CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis | Mar 24, 2023 | CoLAImage Generation | CodeCode Available | 1 | 5 |
| COLA: Cross-city Mobility Transformer for Human Trajectory Simulation | Mar 4, 2024 | CoLATransfer Learning | CodeCode Available | 1 | 5 |
| COLA: A Benchmark for Compositional Text-to-image Retrieval | May 5, 2023 | AttributeCoLA | CodeCode Available | 1 | 5 |
| COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective | May 9, 2023 | Causal InferenceCoLA | CodeCode Available | 1 | 5 |
| ColA: Collaborative Adaptation with Gradient Learning | Apr 22, 2024 | CoLAparameter-efficient fine-tuning | CodeCode Available | 0 | 5 |
| An LSTM Adaptation Study of (Un)grammaticality | Aug 1, 2019 | CoLALanguage Modeling | CodeCode Available | 0 | 5 |
| Can BERT eat RuCoLA? Topological Data Analysis to Explain | Apr 4, 2023 | CoLALinguistic Acceptability | CodeCode Available | 0 | 5 |
| COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasets | Feb 14, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 0 | 5 |
| Acceptability Judgements via Examining the Topology of Attention Maps | May 19, 2022 | CoLALinguistic Acceptability | CodeCode Available | 0 | 5 |
| CoLA: Collaborative Low-Rank Adaptation | May 21, 2025 | CoLAMixture-of-Experts | CodeCode Available | 0 | 5 |
| COLA: Consistent Learning with Opponent-Learning Awareness | Mar 8, 2022 | CoLA | CodeCode Available | 0 | 5 |
| COLA: Decentralized Linear Learning | Aug 13, 2018 | BIG-bench Machine LearningCoLA | CodeCode Available | 0 | 5 |
| COLA: Improving Conversational Recommender Systems by Collaborative Augmentation | Dec 15, 2022 | CoLACollaborative Filtering | CodeCode Available | 0 | 5 |
| Contrastive Learning of General-Purpose Audio Representations | Oct 21, 2020 | CoLAContrastive Learning | CodeCode Available | 0 | 5 |
| Controlling Large Language Model with Latent Actions | Mar 27, 2025 | CoLALanguage Modeling | CodeCode Available | 0 | 5 |
| DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models | Oct 12, 2024 | CoLAparameter-efficient fine-tuning | CodeCode Available | 0 | 5 |
| Do Attention Heads in BERT Track Syntactic Dependencies? | Nov 27, 2019 | CoLA | CodeCode Available | 0 | 5 |
| Enhancing LLM Robustness to Perturbed Instructions: An Empirical Study | Apr 3, 2025 | CoLADenoising | CodeCode Available | 0 | 5 |
| Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach | Jul 15, 2024 | CoLAInstruction Following | CodeCode Available | 0 | 5 |
| Field Level Neural Network Emulator for Cosmological N-body Simulations | Jun 9, 2022 | CoLA | CodeCode Available | 0 | 5 |
| Improving Korean NLP Tasks with Linguistically Informed Subword Tokenization and Sub-character Decomposition | Nov 7, 2023 | CoLAComputational Efficiency | CodeCode Available | 0 | 5 |
| Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus | Sep 24, 2021 | CoLAdomain classification | CodeCode Available | 0 | 5 |
| Neural Network Acceptability Judgments | May 31, 2018 | CoLAGeneral Classification | CodeCode Available | 0 | 5 |
| General Cross-Architecture Distillation of Pretrained Language Models into Matrix Embeddings | Sep 17, 2021 | CoLALinguistic Acceptability | CodeCode Available | 0 | 5 |
| Efficient Sequence Packing without Cross-contamination: Accelerating Large Language Models without Impacting Performance | Jun 29, 2021 | CoLAvalid | CodeCode Available | 0 | 5 |
| RPN: A Word Vector Level Data Augmentation Algorithm in Deep Learning for Language Understanding | Dec 12, 2022 | CoLAData Augmentation | CodeCode Available | 0 | 5 |
| Simple lessons from complex learning: what a neural network model learns about cosmic structure formation | Jun 9, 2022 | CoLADiagnostic | CodeCode Available | 0 | 5 |
| Work Hard, Play Hard: Collecting Acceptability Annotations through a 3D Game | Jun 1, 2022 | CoLA | CodeCode Available | 0 | 5 |
| Predicting Emergent Capabilities by Finetuning | Nov 25, 2024 | CoLAGSM8K | —Unverified | 0 | 0 |
| Efficient Fine-Tuning of BERT Models on the Edge | May 3, 2022 | CoLA | —Unverified | 0 | 0 |
| Efficient Fine-Tuning of Compressed Language Models with Learners | Aug 3, 2022 | CoLANavigate | —Unverified | 0 | 0 |
| EFSG: Evolutionary Fooling Sentences Generator | Oct 12, 2020 | Adversarial AttackBinary Classification | —Unverified | 0 | 0 |
| Empirical Analysis of Efficient Fine-Tuning Methods for Large Pre-Trained Language Models | Jan 8, 2024 | CoLAMRPC | —Unverified | 0 | 0 |
| Profit-oriented sales forecasting: a comparison of forecasting techniques from a business perspective | Feb 3, 2020 | CoLAEconometrics | —Unverified | 0 | 0 |
| An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning | Jun 24, 2021 | CoLADocument Classification | —Unverified | 0 | 0 |
| RGB-D Individual Segmentation | Oct 16, 2019 | CoLASegmentation | —Unverified | 0 | 0 |
| Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments | Jan 11, 2019 | CoLAGeneral Classification | —Unverified | 0 | 0 |
| Grammatical Analysis of Pretrained Sentence Encoders with Acceptability Judgments | Dec 11, 2018 | CoLALinguistic Acceptability | —Unverified | 0 | 0 |
| Grammaticality and Language Modelling | Nov 1, 2020 | CoLAExperimental Design | —Unverified | 0 | 0 |