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227 Results
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Poster
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Tue 14:00 |
Understanding Int4 Quantization for Language Models: Latency Speedup, Composability, and Failure Cases Xiaoxia Wu · Cheng Li · Reza Yazdani Aminabadi · Zhewei Yao · Yuxiong He |
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Poster
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Wed 17:00 |
Hyena Hierarchy: Towards Larger Convolutional Language Models Michael Poli · Stefano Massaroli · Eric Nguyen · Daniel Y Fu · Tri Dao · Stephen Baccus · Yoshua Bengio · Stefano Ermon · Christopher Re |
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Workshop
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Answering Causal Questions with Augmented LLMs Nick Pawlowski · Joel Jennings · Cheng Zhang |
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Oral
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Thu 18:48 |
Hyena Hierarchy: Towards Larger Convolutional Language Models Michael Poli · Stefano Massaroli · Eric Nguyen · Daniel Y Fu · Tri Dao · Stephen Baccus · Yoshua Bengio · Stefano Ermon · Christopher Re |
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Poster
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Tue 17:00 |
Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang · Seungone Kim · Seonghyeon Ye · Doyoung Kim · Lajanugen Logeswaran · Moontae Lee · Kyungjae Lee · Minjoon Seo |
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Workshop
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Exposing Attention Glitches with Flip-Flop Language Modeling Bingbin Liu · Jordan Ash · Surbhi Goel · Akshay Krishnamurthy · Cyril Zhang |
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Workshop
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Counterfactual Memorization in Neural Language Models Chiyuan Zhang · Daphne Ippolito · Katherine Lee · Matthew Jagielski · Florian Tramer · Nicholas Carlini |
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Poster
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Tue 17:00 |
PaLM-E: An Embodied Multimodal Language Model Danny Driess · Fei Xia · Mehdi S. M. Sajjadi · Corey Lynch · Aakanksha Chowdhery · Brian Ichter · Ayzaan Wahid · Jonathan Tompson · Quan Vuong · Tianhe (Kevin) Yu · Wenlong Huang · Yevgen Chebotar · Pierre Sermanet · Daniel Duckworth · Sergey Levine · Vincent Vanhoucke · Karol Hausman · Marc Toussaint · Klaus Greff · Andy Zeng · Igor Mordatch · Pete Florence |
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Workshop
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Fri 15:15 |
Inferring the Goals of Communicating Agents from Actions and Instructions Lance Ying · Tan Zhi-Xuan · Vikash Mansinghka · Josh Tenenbaum |
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Workshop
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Model-tuning Via Prompts Makes NLP Models Adversarially Robust Mrigank Raman · Pratyush Maini · Zico Kolter · Zachary Lipton · Danish Pruthi |
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Poster
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Tue 14:00 |
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language Philipp Seidl · Andreu Vall · Sepp Hochreiter · Günter Klambauer |
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Poster
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Thu 16:30 |
LongCoder: A Long-Range Pre-trained Language Model for Code Completion Daya Guo · Canwen Xu · Nan Duan · Jian Yin · Julian McAuley |