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Papers
Teaching by Failure: Counter-Example–Driven Curricula for Transformer Self-Improvement
IJCNLP 2025
The Diffusion Duality
ICML 2025
Towards Effective and Efficient Continual Pre-training of Large Language Models
ACL 2025
Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation
CVPR 2025
Training a Generally Curious Agent
ICML 2025
UI-Hawk: Unleashing the Screen Stream Understanding for Mobile GUI Agents
EMNLP 2025
Unified Multimodal Understanding via Byte-Pair Visual Encoding
ICCV 2025
Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding
CVPR 2025
WMT 2025 CreoleMT Systems Description : Martinican Creole and French
EMNLP 2025
Yandex Submission to the WMT25 General Machine Translation Task
EMNLP 2025
Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding
ACL 2025
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning
AAAI 2024
A Closer Look at Curriculum Adversarial Training: From an Online Perspective
AAAI 2024
Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization
EMNLP 2024
Adversarial Environment Design via Regret-Guided Diffusion Models
NeurIPS 2024
A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation
ICLR 2024
AMG-AVSR: Adaptive Modality Guidance for Audio-Visual Speech Recognition via Progressive Feature Enhancement
ACML 2024
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus
ACL 2024
Appearance-Based Curriculum for Semi-Supervised Learning With Multi-Angle Unlabeled Data
WACV 2024
Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM
ACL 2024
A Semi-supervised Molecular Learning Framework for Activity Cliff Estimation
IJCAI 2024
Automatic Quality Estimation for Data Selection and Curriculum Learning
CoNLL 2024
Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping
EMNLP 2024
Causally Aligned Curriculum Learning
ICLR 2024
CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection
COLING 2024