Poster

Thu 9:00

LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks
Tuan Dinh · Yuchen Zeng · Ruisu Zhang · Ziqian Lin · Michael Gira · Shashank Rajput · Jy-yong Sohn · Dimitris Papailiopoulos · Kangwook Lee

Poster

Wed 14:00

FIRE: Semantic Field of Words Represented as Non-Linear Functions
Xin Du · Kumiko Tanaka-Ishii

Workshop

Using Both Demonstrations and Language Instructions to Efficiently Learn Robotic Tasks
Albert Yu · Raymond Mooney

Workshop

Exploiting Selection Bias on Underspecified Tasks in Large Language Models
Emily McMilin

Affinity Workshop

A Semantically Conditioned Code-Mixed Natural Language Generation for Task-Oriented Dialog
Suman Dowlagar · Radhika Mamidi

Poster

OmniVL: One Foundation Model for Image-Language and Video-Language Tasks
Junke Wang · Dongdong Chen · Zuxuan Wu · Chong Luo · Luowei Zhou · Yucheng Zhao · Yujia Xie · Ce Liu · Yu-Gang Jiang · Lu Yuan

Workshop

Language-guided Task Adaptation for Imitation Learning
Prasoon Goyal · Raymond Mooney · Scott Niekum

Poster

Wed 9:00

Efficient Non-Parametric Optimizer Search for Diverse Tasks
Ruochen Wang · Yuanhao Xiong · Minhao Cheng · Cho-Jui Hsieh

Workshop

Deep Climate Change: A Dataset and Adaptive domain pre-trained Language Models for Climate Change Related Tasks
Saeid Vaghefi · Veruska Muccione · Christian Huggel · Hamed Khashehchi · Markus Leippold

Workshop

Active Learning Over Multiple Domains in Natural Language Tasks
Shayne Longpre · Julia Reisler · Edward Huang · Yi Lu · Andrew Frank · Nikhil Ramesh · Chris DuBois

Workshop

Towards Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning
David Vos · Till Döhmen · Sebastian Schelter

Workshop

Fri 12:15

Towards Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning
David Vos · Till Döhmen · Sebastian Schelter