firstbacksecondback
441 Results
|
Workshop
|
Improving few-shot learning-based protein engineering with evolutionary sampling Muhammad Zaki Jawaid · Aayushma Gautam · T. Gainous · Dan Hart · Robin Yeo · Timothy Daley |
||
|
Workshop
|
Sat 9:31 |
Training and inference of large language models using 8-bit floating point Sergio Perez · Yan Zhang · James Briggs · Charles Blake · Josh Levy-Kramer · Paul Balanca · Carlo Luschi · Stephen Barlow · Andrew Fitzgibbon |
|
|
Workshop
|
Prometheus: Inducing Evaluation Capability in Language Models Seungone Kim · Jamin Shin · Yejin Cho · Joel Jang · Shayne Longpre · Hwaran Lee · Sangdoo Yun · Seongjin Shin · Sungdong Kim · James Thorne · Minjoon Seo |
||
|
Workshop
|
STAR: Improving Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models Mingyu Derek Ma · Xiaoxuan Wang · Po-Nien Kung · P. Jeffrey Brantingham · Nanyun Peng · Wei Wang |
||
|
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
|
Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications Fengqing Jiang · Zhangchen Xu · Luyao Niu · Boxin Wang · Jinyuan Jia · Bo Li · Radha Poovendran |
||
|
Poster
|
Wed 15:00 |
Your representations are in the network: composable and parallel adaptation for large scale models Yonatan Dukler · Alessandro Achille · Hao Yang · Varsha Vivek · Luca Zancato · Benjamin Bowman · Avinash Ravichandran · Charless Fowlkes · Ashwin Swaminathan · Stefano Soatto |
|
|
Workshop
|
Sat 9:42 |
[Paper-Oral 8] LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models Yixiao Li · Yifan Yu · Chen Liang · Nikos Karampatziakis · Pengcheng He · Weizhu Chen · Tuo Zhao |
|
|
Workshop
|
Exploring the Potential of Large Language Models (LLMs) in Learning on Graph Zhikai Chen · Haitao Mao · Hang Li · Wei Jin · Hongzhi Wen · Xiaochi Wei · Shuaiqiang Wang · Dawei Yin · Wenqi Fan · Hui Liu · Jiliang Tang |
||
|
Workshop
|
Fri 11:25 |
LLM Routing with Benchmark Datasets Tal Shnitzer · Anthony Ou · Mírian Silva · Kate Soule · Yuekai Sun · Justin Solomon · Neil Thompson · Mikhail Yurochkin |
|
|
Workshop
|
Sat 9:30 |
[Paper-Oral 6] LoDA: Low-Dimensional Adaptation of Large Language Models Jing Liu · Toshiaki Koike-Akino · Perry Wang · Matthew Brand · Ye Wang · Kieran Parsons |
|
|
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 |