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09/12/2023
AKEM: Aligning Knowledge Base to Queries with Ensemble Model for Entity Recognition and Linking
This paper presents a novel approach to address the Entity Recognition a...
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08/24/2023
Linear implicit approximations of invariant measures of semi-linear SDEs with non-globally Lipschitz coefficients
This article investigates the weak approximation towards the invariant m...
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08/19/2023
Whether you can locate or not? Interactive Referring Expression Generation
Referring Expression Generation (REG) aims to generate unambiguous Refer...
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08/10/2023
An unconditional boundary and dynamics preserving scheme for the stochastic epidemic model
By combining a logarithm transformation with a corrected Milstein-type m...
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07/05/2023
Strong convergence rates for a full discretization of stochastic wave equation with nonlinear damping
The paper establishes the strong convergence rates of a spatio-temporal ...
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06/11/2023
Order-One Convergence of the Backward Euler Method for Random Periodic Solutions of Semilinear SDEs
In this paper, we revisit the backward Euler method for numerical approx...
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05/26/2023
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark
Existing multimodal task-oriented dialog data fails to demonstrate the d...
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05/22/2023
Antithetic multilevel Monte Carlo method for approximations of SDEs with non-globally Lipschitz continuous coefficients
In the field of computational finance, it is common for the quantity of ...
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05/04/2023
An Asynchronous Updating Reinforcement Learning Framework for Task-oriented Dialog System
Reinforcement learning has been applied to train the dialog systems in m...
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01/05/2023
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph
Existing multimodal conversation agents have shown impressive abilities ...
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10/24/2022
Towards Unifying Reference Expression Generation and Comprehension
Reference Expression Generation (REG) and Comprehension (REC) are two hi...
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07/19/2022
Weak error estimates of fully-discrete schemes for the stochastic Cahn-Hilliard equation
We study a class of fully-discrete schemes for the numerical approximati...
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04/04/2022
Strong convergence rates of a fully discrete scheme for the Cahn-Hilliard-Cook equation
The first aim of this paper is to examine existence, uniqueness and regu...
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04/03/2022
Strong convergence rates of an explicit scheme for stochastic Cahn-Hilliard equation with additive noise
In this paper, we propose and analyze an explicit time-stepping scheme f...
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04/03/2022
Question-Driven Graph Fusion Network For Visual Question Answering
Existing Visual Question Answering (VQA) models have explored various vi...
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04/02/2022
Co-VQA : Answering by Interactive Sub Question Sequence
Most existing approaches to Visual Question Answering (VQA) answer quest...
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03/21/2022
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots
A slot value might be provided segment by segment over multiple-turn int...
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03/16/2022
Spot the Difference: A Cooperative Object-Referring Game in Non-Perfectly Co-Observable Scene
Visual dialog has witnessed great progress after introducing various vis...
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12/30/2021
Weak approximations of nonlinear SDEs with non-globally Lipschitz continuous coefficients
As opposed to an overwhelming number of works on strong approximations, ...
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10/29/2021
Deep Keyphrase Completion
Keyphrase provides accurate information of document content that is high...
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09/10/2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization
Unlike well-structured text, such as news reports and encyclopedia artic...
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09/06/2021
Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser
Considering the importance of building a good Visual Dialog (VD) Questio...
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07/22/2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models
Multimodal pre-training models, such as LXMERT, have achieved excellent ...
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07/12/2021
Modeling Explicit Concerning States for Reinforcement Learning in Visual Dialogue
To encourage AI agents to conduct meaningful Visual Dialogue (VD), the u...
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04/30/2021
Massive-MIMO Iterative Channel Estimation and Decoding (MICED) in the Uplink
Massive MIMO uses a large number of antennas to increase the spectral ef...
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02/04/2021
Converse, Focus and Guess – Towards Multi-Document Driven Dialogue
We propose a novel task, Multi-Document Driven Dialogue (MD3), in which ...
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10/15/2020
DialogueTRM: Exploring the Intra- and Inter-Modal Emotional Behaviors in the Conversation
Emotion Recognition in Conversations (ERC) is essential for building emp...
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10/01/2020
Answer-Driven Visual State Estimator for Goal-Oriented Visual Dialogue
A goal-oriented visual dialogue involves multi-turn interactions between...
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08/15/2020
Label-Wise Document Pre-Training for Multi-Label Text Classification
A major challenge of multi-label text classification (MLTC) is to stimul...
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07/30/2020
Mean-square convergence rates of implicit Milstein type methods for SDEs with non-Lipschitz coefficients: applications to financial models
A novel class of implicit Milstein type methods is devised and analyzed ...
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07/21/2020
Connecting Embeddings for Knowledge Graph Entity Typing
Knowledge graph (KG) entity typing aims at inferring possible missing en...
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02/24/2020
Guessing State Tracking for Visual Dialogue
The Guesser plays an important role in GuessWhat?! like visual dialogues...
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02/21/2020
On the backward Euler method for a generalized Ait-Sahalia-type rate model with Poisson jumps
This article aims to reveal the mean-square convergence rate of the back...
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11/21/2019
Weak convergence rates for an explicit full-discretization of stochastic Allen-Cahn equation with additive noise
We discretize the stochastic Allen-Cahn equation with additive noise by ...
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11/12/2019
Visual Dialogue State Tracking for Question Generation
GuessWhat?! is a visual dialogue task between a guesser and an oracle. T...
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10/31/2019
Cascaded LSTMs based Deep Reinforcement Learning for Goal-driven Dialogue
This paper proposes a deep neural network model for joint modeling Natur...
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09/18/2019
SINR Analysis of Different Multicarrier Waveforms over Doubly Dispersive Channels
Wireless channels generally exhibit dispersion in both time and frequenc...
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07/22/2019
Achievable Rate Region for Iterative Multi-User Detection via Low-cost Gaussian Approximation
We establish a multi-user extrinsic information transfer (EXIT) chart ar...
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05/24/2019
Deep Reason: A Strong Baseline for Real-World Visual Reasoning
This paper presents a strong baseline for real-world visual reasoning (G...
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01/17/2019
Spatially Coupled LDPC Codes and the Multiple Access Channel
We consider spatially coupled low-density parity-check (SC-LDPC) codes w...
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11/27/2018
Near Gaussian Multiple Access Channel Capacity Detection and Decoding
We consider the design of low-density parity-check (LDPC) codes with clo...
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09/16/2018
Towards Good Practices for Multi-modal Fusion in Large-scale Video Classification
Leveraging both visual frames and audio has been experimentally proven e...
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04/16/2018
Subcarrier-Interlaced FDD for Faster-than-TDD Channel Tracking in Massive MIMO Systems
Canonical Massive MIMO uses time division duplex (TDD) to exploit channe...
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12/26/2013
Finding More Relevance: Propagating Similarity on Markov Random Field for Image Retrieval
To effectively retrieve objects from large corpus with high accuracy is ...
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07/04/2013
Constructing Hierarchical Image-tags Bimodal Representations for Word Tags Alternative Choice
This paper describes our solution to the multi-modal learning challenge ...
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07/01/2013