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Dynamic Global Memory for Document-level Argument Extraction


Sep 18, 2022
Xinya Du, Sha Li, Heng Ji

* ACL 2022 main conference (12 pages) 

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CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval


Sep 05, 2022
Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji

* Accepted by COLING 2022 

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Multimedia Generative Script Learning for Task Planning


Aug 25, 2022
Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji


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Enhanced Knowledge Selection for Grounded Dialogues via Document Semantic Graphs


Jun 15, 2022
Sha Li, Madhi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu, Dilek Hakkani-Tur

* NAACL 2022. Please refer to https://www.amazon.science/publications/enhanced-knowledge-selection-for-grounded-dialogues-via-document-semantic-graphs for code and resources 

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Schema-Guided Event Graph Completion


Jun 06, 2022
Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive, Heng Ji


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Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval


Jun 05, 2022
Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang

* Work in progress 

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EA$^2$E: Improving Consistency with Event Awareness for Document-Level Argument Extraction


May 30, 2022
Qi Zeng, Qiusi Zhan, Heng Ji

* NAACL 2022 Findings 

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Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners


May 29, 2022
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji


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Seeded Hierarchical Clustering for Expert-Crafted Taxonomies


May 23, 2022
Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji, Kathleen McKeown


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