Methods › General › Self-Supervised Learning › COLA

COLA

32 papers tagged archive 2025-07-28

Introduced by Aaqib Saeed et al. in Contrastive Learning of General-Purpose Audio Representations

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 32, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• CoLa -- Learning to Interactively Collaborate with Large LMs
  3 Apr 2025 · 0 repositories · arXiv:2504.02965
• Controlling Large Language Model with Latent Actions
  27 Mar 2025 · 1 repository · arXiv:2503.21383
• CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation
  16 Feb 2025 · 1 repository · arXiv:2502.10940
• Optimizing Language Models for Grammatical Acceptability: A Comparative Study of Fine-Tuning Techniques
  14 Jan 2025 · 0 repositories · arXiv:2501.07853
• DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models
  12 Oct 2024 · 1 repository · arXiv:2410.09344
  Syntology ran 12 of 17 samples · 5 unverified · 17 pointer-only (licence)
• Can VLMs be used on videos for action recognition? LLMs are Visual Reasoning Coordinators
  20 Jul 2024 · 0 repositories · arXiv:2407.14834
• ADMM Based Semi-Structured Pattern Pruning Framework For Transformer
  11 Jul 2024 · 0 repositories · arXiv:2407.08334
• Comparative Analysis of Different Efficient Fine Tuning Methods of Large Language Models (LLMs) in Low-Resource Setting
  21 May 2024 · 0 repositories · arXiv:2405.13181
• ColA: Collaborative Adaptation with Gradient Learning
  22 Apr 2024 · 1 repository · arXiv:2404.13844
  Syntology ran 2 of 2 samples · 0 unverified
• Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach
  11 Mar 2024 · 0 repositories · arXiv:2403.06485
• COLA: Cross-city Mobility Transformer for Human Trajectory Simulation
  4 Mar 2024 · 1 repository · arXiv:2403.01801
  Syntology ran 3 of 4 samples · 1 unverified
• Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning
  8 Jan 2024 · 0 repositories · arXiv:2401.04151
• Empirical Analysis of Efficient Fine-Tuning Methods for Large Pre-Trained Language Models
  8 Jan 2024 · 0 repositories · arXiv:2401.04051
• COLA: COarse-LAbel multi-source LiDAR semantic segmentation for autonomous driving
  6 Nov 2023 · 0 repositories · arXiv:2311.03017
• CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding
  6 Nov 2023 · 0 repositories · arXiv:2311.03354
• Stance Detection with Collaborative Role-Infused LLM-Based Agents
  16 Oct 2023 · 1 repository · arXiv:2310.10467
  Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
• Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks
  19 Sep 2023 · 1 repository · arXiv:2309.10376
  Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)
• CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra
  6 Sep 2023 · 1 repository · arXiv:2309.03060
  Syntology ran 17 of 17 samples · 0 unverified
• BOURNE: Bootstrapped Self-supervised Learning Framework for Unified Graph Anomaly Detection
  28 Jul 2023 · 0 repositories · arXiv:2307.15244
• COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective
  9 May 2023 · 1 repository · arXiv:2305.05191
  Syntology ran 3 of 18 samples · 15 unverified
• Can BERT eat RuCoLA? Topological Data Analysis to Explain
  4 Apr 2023 · 2 repositories · arXiv:2304.01680
• Multi-Source Contrastive Learning from Musical Audio
  14 Feb 2023 · 1 repository · arXiv:2302.07077
• A Discerning Several Thousand Judgments: GPT-3 Rates the Article + Adjective + Numeral + Noun Construction
  29 Jan 2023 · 0 repositories · arXiv:2301.12564
• Field Level Neural Network Emulator for Cosmological N-body Simulations
  9 Jun 2022 · 2 repositories · arXiv:2206.04594
• Simple lessons from complex learning: what a neural network model learns about cosmic structure formation
  9 Jun 2022 · 1 repository · arXiv:2206.04573
• Acceptability Judgements via Examining the Topology of Attention Maps
  19 May 2022 · 1 repository · arXiv:2205.09630
• Efficient Fine-Tuning of BERT Models on the Edge
  3 May 2022 · 0 repositories · arXiv:2205.01541
• COLA: Consistent Learning with Opponent-Learning Awareness
  8 Mar 2022 · 1 repository · arXiv:2203.04098
• COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasets
  14 Feb 2022 · 1 repository · arXiv:2202.06884
• Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus
  24 Sep 2021 · 1 repository · arXiv:2109.12053

Tasks archive 2025-07-28

20 shown of 63 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections