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06/27/2023
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation
Existing knowledge-grounded conversation systems generate responses typi...
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05/29/2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking
Retrieval-enhanced text generation, which aims to leverage passages retr...
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04/26/2023
Unleashing Infinite-Length Input Capacity for Large-scale Language Models with Self-Controlled Memory System
Large-scale Language Models (LLMs) are constrained by their inability to...
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03/23/2023
Retrieval-Augmented Classification with Decoupled Representation
Pretrained language models (PLMs) have shown marvelous improvements acro...
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03/20/2023
Character, Word, or Both? Revisiting the Segmentation Granularity for Chinese Pre-trained Language Models
Pretrained language models (PLMs) have shown marvelous improvements acro...
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01/29/2023
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality
Dialogue summarization aims to condense a given dialogue into a simple a...
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08/24/2022
Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization
Most current multi-modal summarization methods follow a cascaded manner,...
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08/17/2022
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks
Unsupervised summarization methods have achieved remarkable results by i...
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04/09/2022
Modeling Multi-Granularity Hierarchical Features for Relation Extraction
Relation extraction is a key task in Natural Language Processing (NLP), ...
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09/15/2021
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context
Embedding based methods are widely used for unsupervised keyphrase extra...
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10/06/2020