b'Tat-Seng Chua'

research

∙ 09/11/2023

NExT-GPT: Any-to-Any Multimodal LLM

While recently Multimodal Large Language Models (MM-LLMs) have made exci...

0 Shengqiong Wu, et al. ∙

research

∙ 09/04/2023

Can I Trust Your Answer? Visually Grounded Video Question Answering

We study visually grounded VideoQA in response to the emerging trends of...

0 Junbin Xiao, et al. ∙

research

∙ 08/26/2023

Empowering Dynamics-aware Text-to-Video Diffusion with Large Language Models

Text-to-video (T2V) synthesis has gained increasing attention in the com...

0 Hao Fei, et al. ∙

research

∙ 08/12/2023

Context-aware Event Forecasting via Graph Disentanglement

Event forecasting has been a demanding and challenging task throughout t...

0 Yunshan Ma, et al. ∙

research

∙ 08/09/2023

LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation

In the text-to-image generation field, recent remarkable progress in Sta...

0 Leigang Qu, et al. ∙

research

∙ 08/09/2023

Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling

Video Semantic Role Labeling (VidSRL) aims to detect the salient events ...

0 Yu Zhao, et al. ∙

research

∙ 08/08/2023

Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition

It has been a hot research topic to enable machines to understand human ...

0 Bobo Li, et al. ∙

research

∙ 08/08/2023

Empowering Vision-Language Models to Follow Interleaved Vision-Language Instructions

Multimodal Large Language Models (MLLMs) have recently sparked significa...

0 Juncheng Li, et al. ∙

research

∙ 08/07/2023

Redundancy-aware Transformer for Video Question Answering

This paper identifies two kinds of redundancy in the current VideoQA par...

0 Yicong Li, et al. ∙

research

∙ 08/03/2023

XNLP: An Interactive Demonstration System for Universal Structured NLP

Structured Natural Language Processing (XNLP) is an important subset of ...

0 Hao Fei, et al. ∙

research

∙ 08/03/2023

SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning

Textual graphs (TGs) are graphs whose nodes correspond to text (sentence...

0 Keyu Duan, et al. ∙

research

∙ 07/22/2023

Discovering Spatio-Temporal Rationales for Video Question Answering

This paper strives to solve complex video question answering (VideoQA) w...

0 Yicong Li, et al. ∙

research

∙ 06/08/2023

Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors

The prevalence of short video platforms has spawned a lot of fake news v...

0 Peng Qi, et al. ∙

research

∙ 06/06/2023

Revisiting Conversation Discourse for Dialogue Disentanglement

Dialogue disentanglement aims to detach the chronologically ordered utte...

0 Bobo Li, et al. ∙

research

∙ 06/06/2023

Computational Technologies for Fashion Recommendation: A Survey

Fashion recommendation is a key research field in computational fashion ...

0 Yujuan Ding, et al. ∙

research

∙ 06/05/2023

Discovering Dynamic Causal Space for DAG Structure Learning

Discovering causal structure from purely observational data (i.e., causa...

0 Fangfu Liu, et al. ∙

research

∙ 05/24/2023

LLMDet: A Large Language Models Detection Tool

With the advancement of generative language models, the generated text h...

0 Kangxi Wu, et al. ∙

research

∙ 05/23/2023

Robust Instruction Optimization for Large Language Models with Distribution Shifts

Large Language Models have demonstrated significant ability in accomplis...

0 Moxin Li, et al. ∙

research

∙ 05/22/2023

MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space

Multi-aspect controllable text generation aims to generate fluent senten...

0 Hanxing Ding, et al. ∙

research

∙ 05/21/2023

InstructVid2Vid: Controllable Video Editing with Natural Language Instructions

We present an end-to-end diffusion-based method for editing videos with ...

0 Bosheng Qin, et al. ∙

research

∙ 05/20/2023

Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment

Unpaired cross-lingual image captioning has long suffered from irrelevan...

0 Shengqiong Wu, et al. ∙

research

∙ 05/20/2023

Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction

Latest efforts on cross-lingual relation extraction (XRE) aggressively l...

0 Hao Fei, et al. ∙

research

∙ 05/20/2023

Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination

In this work, we investigate a more realistic unsupervised multimodal ma...

0 Hao Fei, et al. ∙

research

∙ 05/19/2023

Generating Visual Spatial Description via Holistic 3D Scene Understanding

Visual spatial description (VSD) aims to generate texts that describe th...

0 Yu Zhao, et al. ∙

research

∙ 05/19/2023

Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling

Existing research on multimodal relation extraction (MRE) faces two co-e...

0 Shengqiong Wu, et al. ∙

research

∙ 05/18/2023

Reasoning Implicit Sentiment with Chain-of-Thought Prompting

While sentiment analysis systems try to determine the sentiment polariti...

0 Hao Fei, et al. ∙

research

∙ 05/17/2023

Dual Semantic Knowledge Composed Multimodal Dialog Systems

Textual response generation is an essential task for multimodal task-ori...

0 Xiaolin Chen, et al. ∙

research

∙ 05/04/2023

A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects

Proactive dialogue systems, related to a wide range of real-world conver...

0 Yang Deng, et al. ∙

research

∙ 05/03/2023

Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents with Semantic-Oriented Hierarchical Graphs

Discrete reasoning over table-text documents (e.g., financial reports) g...

3 Fengbin Zhu, et al. ∙

research

∙ 05/02/2023

Transfer Visual Prompt Generator across LLMs

While developing a new vision-language LLM (VL-LLM) by pre-training on t...

0 Ao Zhang, et al. ∙

research

∙ 04/28/2023

Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasks

With the wide application of Large Language Models (LLMs) such as ChatGP...

0 Shicheng Xu, et al. ∙

research

∙ 04/19/2023

On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training

Aspect-based sentiment analysis (ABSA) aims at automatically inferring t...

0 Hao Fei, et al. ∙

research

∙ 04/13/2023

LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model

Universally modeling all typical information extraction tasks (UIE) with...

0 Hao Fei, et al. ∙

research

∙ 04/11/2023

Diffusion Recommender Model

Generative models such as Generative Adversarial Networks (GANs) and Var...

0 Wenjie Wang, et al. ∙

research

∙ 04/07/2023

Generative Recommendation: Towards Next-generation Recommender Paradigm

Recommender systems typically retrieve items from an item corpus for per...

0 Wenjie Wang, et al. ∙

research

∙ 03/28/2023

Causal Disentangled Recommendation Against User Preference Shifts

Recommender systems easily face the issue of user preference shifts. Use...

0 Wenjie Wang, et al. ∙

research

∙ 03/12/2023

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models

Prompt tuning, a recently emerging paradigm, enables the powerful vision...

0 Juncheng Li, et al. ∙

research

∙ 03/06/2023

Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting

Under stringent model type and variable distribution assumptions, differ...

0 An Zhang, et al. ∙

research

∙ 02/27/2023

Contrastive Video Question Answering via Video Graph Transformer

We propose to perform video question answering (VideoQA) in a Contrastiv...

0 Junbin Xiao, et al. ∙

research

∙ 02/10/2023

Invariant Collaborative Filtering to Popularity Distribution Shift

Collaborative Filtering (CF) models, despite their great success, suffer...

0 An Zhang, et al. ∙

research

∙ 01/22/2023

Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal Grounding

Temporal grounding is the task of locating a specific segment from an un...

0 Juncheng Li, et al. ∙

research

∙ 12/20/2022

Causal Inference for Knowledge Graph based Recommendation

Knowledge Graph (KG), as a side-information, tends to be utilized to sup...

0 Yinwei Wei, et al. ∙

research

∙ 12/19/2022

Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark

Traffic accident prediction in driving videos aims to provide an early w...

7 Jianwu Fang, et al. ∙

research

∙ 11/22/2022

Visually Grounded Commonsense Knowledge Acquisition

Large-scale commonsense knowledge bases empower a broad range of AI appl...

0 Yuan Yao, et al. ∙

research

∙ 11/20/2022

FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms

Short video platforms have become an important channel for news sharing,...

0 Peng Qi, et al. ∙

research

∙ 11/14/2022

PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation

Unsupervised Domain Adaptation (UDA) aims to enhance the generalization ...

0 Mu Chen, et al. ∙

research

∙ 11/14/2022

Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization

We investigate composed image retrieval with text feedback. Users gradua...

0 Yiyang Chen, et al. ∙

research

∙ 11/10/2022

DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis

The rapid development of aspect-based sentiment analysis (ABSA) within r...

0 Bobo Li, et al. ∙

research

∙ 11/01/2022

Behavioral Intention Prediction in Driving Scenes: A Survey

In the driving scene, the road participants usually show frequent intera...

0 Jianwu Fang, et al. ∙

research

∙ 10/20/2022

Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering

Collaborative filtering (CF) models easily suffer from popularity bias, ...

0 An Zhang, et al. ∙

Tat-Seng Chua

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