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513 Results
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Workshop
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On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning Soheila Samiee · Anton Thielmann |
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Workshop
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AIR-Bench 2024: Safety Evaluation Based on Risk Categories from Regulations and Policies Kevin Klyman |
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Workshop
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SharedContextBench: How Lossy are Long-context Methods in KV Cache Reuse Yucheng LI · Huiqiang Jiang · Qianhui Wu · Xufang Luo · Surin Ahn · Chengruidong Zhang · Amir Abdi · Dongsheng Li · Jianfeng Gao · Yuqing Yang · Lili Qiu |
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Poster
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Thu 16:30 |
Adaptive Exploration for Data-Efficient General Value Function Evaluations Arushi Jain · Josiah Hanna · Doina Precup |
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Poster
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Fri 16:30 |
Efficient Lifelong Model Evaluation in an Era of Rapid Progress Ameya Prabhu · Vishaal Udandarao · Philip Torr · Matthias Bethge · Adel Bibi · Samuel Albanie |
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Workshop
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Approximations may be all you need: Towards Pre-training LLMs with Low-Rank Decomposition and Optimizers Namrata Shivagunde · Mayank Kulkarni · Giannis Karamanolakis · Jack FitzGerald · Yannick Versley · Saleh Soltan · Volkan Cevher · Jianhua Lu · Anna Rumshisky |
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Poster
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Fri 11:00 |
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation Daksh Mittal · Yuanzhe Ma · Shalmali Joshi · Hongseok Namkoong |
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Workshop
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ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain Ali Shiraee Kasmaee · Mohammad Khodadad · Mohammad Arshi Saloot · Nick Sherck · Stephen Dokas · Hamidreza Mahyar · Soheila Samiee |
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Workshop
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Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning Soumajyoti Sarkar · Leonard Lausen · Volkan Cevher · Thomas Brox · Sheng Zha · George Karypis |
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Poster
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Wed 11:00 |
GameTraversalBenchmark: Evaluating Planning Abilities Of Large Language Models Through Traversing 2D Game Maps Muhammad Umair Nasir · Steven James · Julian Togelius |
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Workshop
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RGP: Achieving Memory-Efficient Model Fine-tuning Via Randomized Gradient Projection Ali Saheb Pasand · Pouya Bashivan |
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Workshop
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Memory-Efficient Large Language Model (LLM) Training and Fine-Tuning via Gradient Subspace Tracking Sahar Rajabi · Sirisha Rambhatla |