conftrace_

collaborative learning

148 papers

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Also known as

CL

Co-occurring keywords

federated learning (1333) knowledge distillation (3725) large language model (13587) multi-agent system (1819) distributed learning (563) transfer learning (5449) label noise (498) privacy preservation (380) sample complexity (1169) domain adaptation (4595)

Papers

Ordinal-Aware Multimodal Engagement Recognition for Collaborative Learning WACV 2026
A Dialogue-Based Learning Analytics Framework for Collaborative Game-Based Learning AAAI 2026
SAGE: A Compositional Multi-Agent LLM Framework with Pedagogical Reasoning for Structured Collaborative Problem Solving AAAI 2026
Collaborative Enhancement of Large and Small Models for Question Answering via Dual Knowledge Transfer AAAI 2026
From Sentiment to Interpretation: Teaching NLP for Literary Understanding Across Educational Contexts EACL 2026
Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent (Abstract Reprint) AAAI 2026
Pedagogic Applications of Argument Maps to Enhance Critical Thinking: Thought Seeds, Argument Mapping, Collaborative Mapping EACL 2026
LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025
Enhancing Mixture of Experts with Independent and Collaborative Learning for Long-Tail Visual Recognition IJCAI 2025
FedPall: Prototype-based Adversarial and Collaborative Learning for Federated Learning with Feature Drift ICCV 2025
Pre-Trained Vision-Language Models as Noisy Partial Annotators AAAI 2025
Co-Dream: Collaborative Dream Synthesis over Decentralized Models AAAI 2025
MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning ACL 2025
Combating Semantic Contamination in Learning with Label Noise AAAI 2025
Scalable Decentralized Algorithms for Online Personalized Mean Estimation AAAI 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025
Learning to Collaborate with Unknown Agents in the Absence of Reward AAAI 2025
Predicting Event Memorability using Personalized Federated Learning WACV 2025
Semi-supervised Fine-tuning for Large Language Models NAACL 2025
CoRAG: Collaborative Retrieval-Augmented Generation NAACL 2025
Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025
Anchor Learning with Potential Cluster Constraints for Multi-view Clustering AAAI 2025
Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning ACL 2025
Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024
Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024