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Date de publication

Outil

KID: Knowledge Infused Decoding

Knowledge Infused Decoding (KID) is a decoding algorithm that infuses knowledge (from Wikipedia) into each step decoding of text generation.

GitHub GitHub Publication

Publication

Scaling Up Vision-Language Pre-training for Image Captioning

Xiaowei Hu, Zhe Gan, Jianfeng Wang, Zhengyuan Yang, Zicheng Liu, Yumao Lu, Lijuan Wang

CVPR 2022 | March 2022

Projet

Publication

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation

Tao Ge, Furu Wei

EMNLP 2022 | March 2022

Publication

Structurally Diverse Sampling Reduces Spurious Correlations in Semantic Parsing Datasets

Shivanshu Gupta, Sameer Singh, Matt Gardner

EMNLP 2022 | March 2022

Publication

ScienceWorld: Is your Agent Smarter than a 5th Grader?

Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu

Science World | March 2022

Publication

One-Shot Learning from a Demonstration with Hierarchical Latent Language

Nathaniel Weir, Éric Yuan, Marc-Alexandre Côté, Matthew Hausknecht, Romain Laroche, Ida Momennejad, Harm van Seijen, Ben Van Durme

March 2022

arXiv | March 2022

Projet

Publication

PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks

Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang (姜大昕)

ACL 2022 | February 2022

Publication

JAKET: Joint Pre-training of Knowledge Graph and Language Understanding

Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng

AAAI 2022 | February 2022

Publication

DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization

Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

AAAI 2022 | February 2022

Publication

SummaC: Re-visiting NLI-based Models for Inconsistency Detection in Summarization

Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst

Transactions of the Association for Computational Linguistics | February 2022, Vol 10: pp. 163-177