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22 Results
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Workshop
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Motivations for Reframing Large Language Model Benchmarking for Legal Applications Riya Ranjan · Megan Ma |
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Poster
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Fri 16:30 |
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations Jia Li · Ge Li · Xuanming Zhang · YunFei Zhao · Yihong Dong · Zhi Jin · Binhua Li · Fei Huang · Yongbin Li |
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Affinity Event
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Adaptive Knowledge Distillation for Efficient Domain-Specific Language Models. Prajvi Saxena · Sabine Janzen · Wolfgang Maass |
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Workshop
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Enhancing Reasoning to Adapt Large Language Models for Domain-Specific Applications Bo Wen · Xin Zhang |
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Workshop
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DivShift: Exploring Domain-Specific Distribution Shift in Large-Scale, Volunteer-Collected Biodiversity Datasets Elena Sierra · Lauren Gillespie · Salim Soltani · Moisés Expósito-Alonso · Teja Kattenborn |
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Poster
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Fri 16:30 |
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models Jingyuan Zhu · Shiyu Li · Yuxuan Liu · Jian Yuan · Ping Huang · Jiulong Shan · Huimin Ma |
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Poster
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Wed 16:30 |
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning Théo Moutakanni · Maxime Oquab · Marc Szafraniec · Maria Vakalopoulou · Piotr Bojanowski |
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Poster
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Wed 16:30 |
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models Haoran Que · Jiaheng Liu · Ge Zhang · Chenchen Zhang · Xingwei Qu · Yinghao Ma · Feiyu Duan · ZhiqiBai zhiqi · JiakaiWang · Yuanxing Zhang · Xu Tan · Jie Fu · Jiamang Wang · Lin Qu · Wenbo Su · Bo Zheng |
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Workshop
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MathDSL: A Domain-Specific Language for Concise Mathematical Solutions Via Program Synthesis Sagnik Anupam · Matthew Bowers · Omar Costilla Reyes · Armando Solar-Lezama |
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Poster
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Thu 11:00 |
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge Fang Dong · Mengyi Chen · Jixian Zhou · Yubin Shi · Yixuan Chen · Mingzhi Dong · Yujiang Wang · Dongsheng Li · Xiaochen Yang · Rui Zhu · Robert Dick · Qin Lv · Fan Yang · Tun Lu · Ning Gu · Li Shang |
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Poster
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Wed 16:30 |
AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction ChuNan Liu · Lilian Denzler · Yihong Chen · Andrew Martin · Brooks Paige |
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Poster
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Thu 16:30 |
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation Meihan Liu · Zhen Zhang · Jiachen Tang · Jiajun Bu · Bingsheng He · Sheng Zhou |