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cs.LG2022★ 15 cited
Exploring Example Influence in Continual Learning
Qing Sun, Fan Lyu, Fanhua Shang +2
Continual Learning (CL) sequentially learns new tasks like human beings, with the goal to achieve better Stability (S, remembering past tasks) and Plasticity (P, adapting to new ta…
cs.CL2022★ 3 cited
Learning to Revise References for Faithful Summarization
Griffin Adams, Han-Chin Shing, Qing Sun +3
In real-world scenarios with naturally occurring datasets, reference summaries are noisy and may contain information that cannot be inferred from the source text. On large news cor…