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227 Results
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Poster
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Thu 13:30 |
Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models Hong Liu · Sang Michael Xie · Zhiyuan Li · Tengyu Ma |
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Oral
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Thu 19:04 |
Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models Hong Liu · Sang Michael Xie · Zhiyuan Li · Tengyu Ma |
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Workshop
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Plan, Eliminate, and Track --- Language Models are Good Teachers for Embodied Agents. Yue Wu · So Yeon Min · Yonatan Bisk · Ruslan Salakhutdinov · Amos Azaria · Yuanzhi Li · Tom Mitchell · Shrimai Prabhumoye |
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Poster
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Wed 14:00 |
Less is More: Task-aware Layer-wise Distillation for Language Model Compression Chen Liang · Simiao Zuo · Qingru Zhang · Pengcheng He · Weizhu Chen · Tuo Zhao |
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Poster
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Tue 17:00 |
PAL: Program-aided Language Models Luyu Gao · Aman Madaan · Shuyan Zhou · Uri Alon · Pengfei Liu · Yiming Yang · Jamie Callan · Graham Neubig |
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Poster
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Tue 14:00 |
Retrieval-Augmented Multimodal Language Modeling Michihiro Yasunaga · Armen Aghajanyan · Weijia Shi · Richard James · Jure Leskovec · Percy Liang · Mike Lewis · Luke Zettlemoyer · Scott Yih |
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Workshop
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DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining Sang Michael Xie · Hieu Pham · Xuanyi Dong · Nan Du · Hanxiao Liu · Yifeng Lu · Percy Liang · Quoc Le · Tengyu Ma · Adams Wei Yu |
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Poster
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Thu 16:30 |
GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models Hanjing Wang · Man-Kit Sit · Congjie He · Ying Wen · Weinan Zhang · Jun Wang · Yaodong Yang · Luo Mai |
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Workshop
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Retrieval-Augmented Multimodal Language Modeling Michihiro Yasunaga · Armen Aghajanyan · Weijia Shi · Rich James · Jure Leskovec · Percy Liang · Mike Lewis · Luke Zettlemoyer · Wen-tau Yih |
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Workshop
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Situated Interaction with Real-Time State Conditioning of Language Models Sunny Panchal · Guillaume Berger · Antoine Mercier · Cornelius Böhm · Florian Dietrichkeit · Xuanlin Li · Reza Pourreza · Pulkit Madan · Apratim Bhattacharyya · Mingu Lee · Mark Todorovich · Ingo Bax · Roland Memisevic |
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Poster
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Thu 16:30 |
Scaling Laws for Generative Mixed-Modal Language Models Armen Aghajanyan · LILI YU · Alexis Conneau · Wei-Ning Hsu · Karen Hambardzumyan · Susan Zhang · Stephen Roller · Naman Goyal · Omer Levy · Luke Zettlemoyer |