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05/24/2023
Disentangled Phonetic Representation for Chinese Spelling Correction
Chinese Spelling Correction (CSC) aims to detect and correct erroneous c...
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05/17/2023
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog
Retrieving proper domain knowledge from an external database lies at the...
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02/21/2023
Generic Dependency Modeling for Multi-Party Conversation
To model the dependencies between utterances in multi-party conversation...
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12/03/2022
Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection
Predicting personality traits based on online posts has emerged as an im...
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10/12/2022
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
Fine-tuning large pre-trained language models on downstream tasks is apt...
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10/10/2022
XPrompt: Exploring the Extreme of Prompt Tuning
Prompt tuning learns soft prompts to condition frozen Pre-trained Langua...
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09/19/2022
Autoregressive Entity Generation for End-to-End Task-Oriented Dialog
Task-oriented dialog (TOD) systems often require interaction with an ext...
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09/15/2022
UBARv2: Towards Mitigating Exposure Bias in Task-Oriented Dialogs
This paper studies the exposure bias problem in task-oriented dialog sys...
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06/28/2022
Joint Generator-Ranker Learning for Natural Language Generation
Due to exposure bias, most existing natural language generation (NLG) mo...
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05/22/2022
GL-RG: Global-Local Representation Granularity for Video Captioning
Video captioning is a challenging task as it needs to accurately transfo...
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03/05/2022
Deep Partial Multiplex Network Embedding
Network embedding is an effective technique to learn the low-dimensional...
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02/01/2022
WebFormer: The Web-page Transformer for Structure Information Extraction
Structure information extraction refers to the task of extracting struct...
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06/09/2021
Psycholinguistic Tripartite Graph Network for Personality Detection
Most of the recent work on personality detection from online posts adopt...
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06/04/2021
Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene
The major paradigm of applying a pre-trained language model to downstrea...
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06/04/2021
Retrieve Memorize: Dialog Policy Learning with Multi-Action Memory
Dialogue policy learning, a subtask that determines the content of syste...
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05/27/2021
Directed Acyclic Graph Network for Conversational Emotion Recognition
The modeling of conversational context plays a vital role in emotion rec...
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12/28/2020
Syntax-Enhanced Pre-trained Model
We study the problem of leveraging the syntactic structure of text to en...
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12/16/2020
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition
This paper presents our pioneering effort for emotion recognition in con...
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12/07/2020
UBAR: Towards Fully End-to-End Task-Oriented Dialog Systems with GPT-2
This paper presents our task-oriented dialog system UBAR which models ta...
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04/30/2020
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation
Aspect term extraction aims to extract aspect terms from review texts as...
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04/26/2020
Multi-Domain Dialogue Acts and Response Co-Generation
Generating fluent and informative responses is of critical importance fo...
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04/26/2020
Relational Graph Attention Network for Aspect-based Sentiment Analysis
Aspect-based sentiment analysis aims to determine the sentiment polarity...
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08/29/2019
A Deep Neural Information Fusion Architecture for Textual Network Embeddings
Textual network embeddings aim to learn a low-dimensional representation...
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06/12/2019