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47 Results
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Poster
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Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning Qingru Zhang · Minshuo Chen · Alexander Bukharin · Pengcheng He · Yu Cheng · Weizhu Chen · Tuo Zhao |
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Poster
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Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Ren · Jiaming Luo · Yao Zhao · Kundan Krishna · Mohammad Saleh · Balaji Lakshminarayanan · Peter Liu |
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Oral
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Wed 6:40 |
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation Lorenz Kuhn · Yarin Gal · Sebastian Farquhar |
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Poster
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Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang · Jason Wei · Dale Schuurmans · Quoc V Le · Ed H. Chi · SHARAN NARANG · Aakanksha Chowdhery · Denny Zhou |
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Poster
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Wed 7:30 |
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation Lorenz Kuhn · Yarin Gal · Sebastian Farquhar |
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Poster
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Mon 7:30 |
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy · Prithviraj Ammanabrolu · Kianté Brantley · Jack Hessel · Rafet Sifa · Christian Bauckhage · Hannaneh Hajishirzi · Yejin Choi |
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Oral
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Mon 6:20 |
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy · Prithviraj Ammanabrolu · Kianté Brantley · Jack Hessel · Rafet Sifa · Christian Bauckhage · Hannaneh Hajishirzi · Yejin Choi |
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Poster
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STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK Danilo Neves Ribeiro · Shen Wang · Xiaofei Ma · Henghui Zhu · Rui Dong · Deguang Kong · Juliette Burger · Anjelica Ramos · zhiheng huang · William Wang · George Karypis · Bing Xiang · Dan Roth |
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Workshop
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Mapping global innovation networks around clean energy technologies Malte Toetzke · Francesco Re · Benedict Probst · Stefan Feuerriegel · Laura Diaz Anadon · Volker Hoffmann |
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Poster
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Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation Ziqi Wang · Yuexin Wu · Frederick Liu · Daogao Liu · Le Hou · Hongkun Yu · Jing Li · Heng Ji |
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Oral
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Mon 1:10 |
Human-Guided Fair Classification for Natural Language Processing Florian Eddie Dorner · Momchil Peychev · Nikola Konstantinov · Naman Goel · Elliott Ash · Martin Vechev |
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Poster
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Mon 2:30 |
Human-Guided Fair Classification for Natural Language Processing Florian Eddie Dorner · Momchil Peychev · Nikola Konstantinov · Naman Goel · Elliott Ash · Martin Vechev |