Student Presents First Oral Paper On Data Efficiency At ACL

Student Presents First Oral Paper On Data Efficiency At ACL · Digg

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Xiang Lorraine Li@ICML@xiang_lorraine

Johnny's presentation is tomorrow morning, 9:00–10:30. Come by if you're around! 🙌

Xiang Lorraine Li@ICML@xiang_lorraine

Tomorrow, my student Johnny (Zhou Wei) is presenting his first Oral paper at ACL in San Diego! I really love this work on data efficiency, and Johnny put in a ton of effort 🥳

2h1900

Xiang Lorraine Li@ICML@xiang_lorraine

The idea grew out of a problem we noticed while collaborating with learning science researchers: they often don't have enough labeled data for fine-tuning. So we proposed using neural signals for data selection, then using the data for few-shot demonstrations, and it works well!

Xiang Lorraine Li@ICML@xiang_lorraine

Tomorrow, my student Johnny (Zhou Wei) is presenting his first Oral paper at ACL in San Diego! I really love this work on data efficiency, and Johnny put in a ton of effort 🥳

2h1800

Xiang Lorraine Li@ICML@xiang_lorraine

ICML DEMO paper: Neuron-Aware Data Selection for Annotation-Free LLM Self-Distillation. https://arxiv.org/abs/2607.02460

Xiang Lorraine Li@ICML@xiang_lorraine

Tomorrow, my student Johnny (Zhou Wei) is presenting his first Oral paper at ACL in San Diego! I really love this work on data efficiency, and Johnny put in a ton of effort 🥳

1h1600

Xiang Lorraine Li@ICML@xiang_lorraine

ACL Paper: Neuron-Aware Active Few-Shot Learning for LLMs https://arxiv.org/abs/2607.02423

Xiang Lorraine Li@ICML@xiang_lorraine

Tomorrow, my student Johnny (Zhou Wei) is presenting his first Oral paper at ACL in San Diego! I really love this work on data efficiency, and Johnny put in a ton of effort 🥳

1h1500

Xiang Lorraine Li@ICML@xiang_lorraine

I'm in Seoul@ICML myself, with two student workshop papers. One on human-AI creativity, one in the DEMO workshop, both on the 11th. Would love to connect if you're there too!

PS: I got a new new hair color again 😬

2h4

Xiang Lorraine Li@ICML@xiang_lorraine

ICML Human-AI Creativity paper: Rethinking Post-training Diversity Collapse: Is Diversity-preserving Post-training Enough? https://openreview.net/pdf?id=w2NVC2suXq

1h2