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09/11/2023
NExT-GPT: Any-to-Any Multimodal LLM
While recently Multimodal Large Language Models (MM-LLMs) have made exci...
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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...
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08/19/2023
ControlRetriever: Harnessing the Power of Instructions for Controllable Retrieval
Recent studies have shown that dense retrieval models, lacking dedicated...
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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...
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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 ...
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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 ...
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08/08/2023
DialogRE^C+: An Extension of DialogRE to Investigate How Much Coreference Helps Relation Extraction in Dialogs
Dialogue relation extraction (DRE) that identifies the relations between...
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08/03/2023
XNLP: An Interactive Demonstration System for Universal Structured NLP
Structured Natural Language Processing (XNLP) is an important subset of ...
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06/06/2023
Revisiting Conversation Discourse for Dialogue Disentanglement
Dialogue disentanglement aims to detach the chronologically ordered utte...
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06/06/2023
TKDP: Threefold Knowledge-enriched Deep Prompt Tuning for Few-shot Named Entity Recognition
Few-shot named entity recognition (NER) exploits limited annotated insta...
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06/06/2023
ECQED: Emotion-Cause Quadruple Extraction in Dialogs
The existing emotion-cause pair extraction (ECPE) task, unfortunately, i...
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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...
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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...
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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...
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05/19/2023
Generating Visual Spatial Description via Holistic 3D Scene Understanding
Visual spatial description (VSD) aims to generate texts that describe th...
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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...
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05/18/2023
Reasoning Implicit Sentiment with Chain-of-Thought Prompting
While sentiment analysis systems try to determine the sentiment polariti...
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05/02/2023
Transfer Visual Prompt Generator across LLMs
While developing a new vision-language LLM (VL-LLM) by pre-training on t...
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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...
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04/13/2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model
Universally modeling all typical information extraction tasks (UIE) with...
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11/10/2022
DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis
The rapid development of aspect-based sentiment analysis (ABSA) within r...
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10/29/2022
Entity-centered Cross-document Relation Extraction
Relation Extraction (RE) is a fundamental task of information extraction...
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10/27/2022
Conversation Disentanglement with Bi-Level Contrastive Learning
Conversation disentanglement aims to group utterances into detached sess...
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10/06/2022
Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph
Conversational semantic role labeling (CSRL) is a newly proposed task th...
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09/09/2022
Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction
Emotion cause pair extraction (ECPE), as one of the derived subtasks of ...
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07/13/2022
Subband-based Generative Adversarial Network for Non-parallel Many-to-many Voice Conversion
Voice conversion is to generate a new speech with the source content and...
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03/21/2022
Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis
The state-of-the-art model for structured sentiment analysis casts the t...
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12/19/2021
Unified Named Entity Recognition as Word-Word Relation Classification
So far, named entity recognition (NER) has been involved with three majo...
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05/06/2021
Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extractionwith Rich Syntactic Knowledge
In this paper, we propose to enhance the pair-wise aspect and opinion te...
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01/02/2021
End-to-end Semantic Role Labeling with Neural Transition-based Model
End-to-end semantic role labeling (SRL) has been received increasing int...
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09/19/2020
Aggressive Language Detection with Joint Text Normalization via Adversarial Multi-task Learning
Aggressive language detection (ALD), detecting the abusive and offensive...
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09/19/2020
Nominal Compound Chain Extraction: A New Task for Semantic-enriched Lexical Chain
Lexical chain consists of cohesion words in a document, which implies th...
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09/16/2020
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP
Syntax has been shown useful for various NLP tasks, while existing work ...
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09/16/2020
Retrofitting Structure-aware Transformer Language Model for End Tasks
We consider retrofitting structure-aware Transformer-based language mode...
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09/15/2020
High-order Refining for End-to-end Chinese Semantic Role Labeling
Current end-to-end semantic role labeling is mostly accomplished via gra...
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08/24/2020
Cross-lingual Semantic Role Labeling with Model Transfer
Prior studies show that cross-lingual semantic role labeling (SRL) can b...
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04/14/2020