Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple
Tasks

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks

1 October 2022

Zhenhailong Wang

Dian Yu

Heng Ji

Papers citing "Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks"

14 / 14 papers shown

Title
Robust RL with LLM-Driven Data Synthesis and Policy Adaptation for Autonomous Driving Sihao Wu Jiaxu Liu Xiangyu Yin Guangliang Cheng Xingyu Zhao Meng Fang Xinping Yi Xiaowei Huang 30 0 0 16 Oct 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 64 1,552 1 18 Dec 2023
CacheGen: KV Cache Compression and Streaming for Fast Language Model Serving Yuhan Liu Hanchen Li Yihua Cheng Siddhant Ray Yuyang Huang ... Ganesh Ananthanarayanan Michael Maire Henry Hoffmann Ari Holtzman Junchen Jiang 50 40 0 11 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models Yile Wang Peng Li Maosong Sun Yang Liu RALM KELM 29 42 0 08 Oct 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration Zhenhailong Wang Shaoguang Mao Wenshan Wu Tao Ge Furu Wei Heng Ji LLMAG LRM 34 133 0 11 Jul 2023
Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks Zhicheng Guo Sijie Cheng Yile Wang Peng Li Yang Liu RALM 30 18 0 28 May 2023
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 249 128 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 375 12,081 0 04 Mar 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 228 340 0 02 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 392 4,171 0 28 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 218 1,663 0 15 Oct 2021
Focused Attention Improves Document-Grounded Generation Shrimai Prabhumoye Kazuma Hashimoto Yingbo Zhou A. Black Ruslan Salakhutdinov 172 41 0 26 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 223 180 0 18 Apr 2021