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Poster
Thu 15:00 Stable and low-precision training for large-scale vision-language models
Mitchell Wortsman · Tim Dettmers · Luke Zettlemoyer · Ari Morcos · Ali Farhadi · Ludwig Schmidt
Workshop
Local LoRA: Memory-Efficient Fine-Tuning of Large Language Models
Oscar Key · Jean Kaddour · Pasquale Minervini
Workshop
Local LoRA: Memory-Efficient Fine-Tuning of Large Language Models
Oscar Key · Jean Kaddour · Pasquale Minervini
Poster
Wed 15:00 Language Is Not All You Need: Aligning Perception with Language Models
Shaohan Huang · Li Dong · Wenhui Wang · Yaru Hao · Saksham Singhal · Shuming Ma · Tengchao Lv · Lei Cui · Owais Khan Mohammed · Barun Patra · Qiang Liu · Kriti Aggarwal · Zewen Chi · Nils Bjorck · Vishrav Chaudhary · Subhojit Som · XIA SONG · Furu Wei
Workshop
Sat 7:50 Contributed talk | CodonBERT: Large Language Models for mRNA design and optimization
Sizhen Li · Saeed Moayedpour · Ruijiang Li · Michael Bailey · Saleh Riahi · Milad Miladi · Jacob Miner · Dinghai Zheng · Jun Wang · Akshay Balsubramani · Khang Tran · Minnie · Monica Wu · Xiaobo Gu · Ryan Clinton · Carla Asquith · Joseph Skaleski · Lianne Boeglin · Sudha Chivukula · Anusha Dias · Fernando Ulloa Montoya · Vikram Agarwal · Ziv Bar-Joseph · Sven Jager
Workshop
CodonBERT: Large Language Models for mRNA design and optimization
Sizhen Li · Saeed Moayedpour · Ruijiang Li · Michael Bailey · Saleh Riahi · Milad Miladi · Jacob Miner · Dinghai Zheng · Jun Wang · Akshay Balsubramani · Khang Tran · Minnie · Monica Wu · Xiaobo Gu · Ryan Clinton · Carla Asquith · Joseph Skaleski · Lianne Boeglin · Sudha Chivukula · Anusha Dias · Fernando Ulloa Montoya · Vikram Agarwal · Ziv Bar-Joseph · Sven Jager
Workshop
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Pan Lu · Hritik Bansal · Tanglin Xia · Jiacheng Liu · Chunyuan Li · Hannaneh Hajishirzi · Hao Cheng · Kai-Wei Chang · Michel Galley · Jianfeng Gao
Workshop
SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents
Xuhui Zhou · Hao Zhu · Leena Mathur · Ruohong Zhang · Haofei Yu · Zhengyang Qi · Louis-Philippe Morency · Yonatan Bisk · Daniel Fried · Graham Neubig · Maarten Sap
Poster
Tue 8:45 LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
Neel Guha · Julian Nyarko · Daniel Ho · Christopher Ré · Adam Chilton · Aditya K · Alex Chohlas-Wood · Austin Peters · Brandon Waldon · Daniel Rockmore · Diego Zambrano · Dmitry Talisman · Enam Hoque · Faiz Surani · Frank Fagan · Galit Sarfaty · Gregory Dickinson · Haggai Porat · Jason Hegland · Jessica Wu · Joe Nudell · Joel Niklaus · John Nay · Jonathan Choi · Kevin Tobia · Margaret Hagan · Megan Ma · Michael Livermore · Nikon Rasumov-Rahe · Nils Holzenberger · Noam Kolt · Peter Henderson · Sean Rehaag · Sharad Goel · Shang Gao · Spencer Williams · Sunny Gandhi · Tom Zur · Varun Iyer · Zehua Li
Poster
Thu 15:00 Meta-in-context learning in large language models
Julian Coda-Forno · Marcel Binz · Zeynep Akata · Matt Botvinick · Jane Wang · Eric Schulz