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07/05/2023
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification
Event schemas are a form of world knowledge about the typical progressio...
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05/27/2023
Non-Sequential Graph Script Induction via Multimedia Grounding
Online resources such as WikiHow compile a wide range of scripts for per...
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05/22/2023
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space
In recent years, large language models (LMs) have achieved remarkable pr...
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03/25/2023
SmartBook: AI-Assisted Situation Report Generation
Emerging events, such as the COVID pandemic and the Ukraine Crisis, requ...
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11/10/2022
ADEPT: A DEbiasing PrompT Framework
Several works have proven that finetuning is an applicable approach for ...
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11/03/2022
Video Event Extraction via Tracking Visual States of Arguments
Video event extraction aims to detect salient events from a video and id...
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10/09/2022
Learning to Decompose Visual Features with Latent Textual Prompts
Recent advances in pre-training vision-language models like CLIP have sh...
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08/25/2022
Multimedia Generative Script Learning for Task Planning
Goal-oriented generative script learning aims to generate subsequent ste...
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06/05/2022
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval
Multi-channel video-language retrieval require models to understand info...
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05/22/2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
The goal of this work is to build flexible video-language models that ca...
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03/09/2022
Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning
Despite achieving state-of-the-art zero-shot performance, existing visio...
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01/13/2022
CLIP-Event: Connecting Text and Images with Event Structures
Vision-language (V+L) pretraining models have achieved great success in ...
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12/20/2021
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding
Recently, there has been an increasing interest in building question ans...
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09/27/2021
Joint Multimedia Event Extraction from Video and Article
Visual and textual modalities contribute complementary information about...
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04/13/2021
Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction
Event schemas encode knowledge of stereotypical structures of events and...
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07/01/2020
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
To combat COVID-19, both clinicians and scientists need to digest the va...
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05/05/2020
Cross-media Structured Common Space for Multimedia Event Extraction
We introduce a new task, MultiMedia Event Extraction (M2E2), which aims ...
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10/29/2017
Path-Based Attention Neural Model for Fine-Grained Entity Typing
Fine-grained entity typing aims to assign entity mentions in the free te...
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03/30/2017