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05/25/2023
PandaGPT: One Model To Instruction-Follow Them All
We present PandaGPT, an approach to emPower large lANguage moDels with v...
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05/22/2023
Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization
Biomedical named entity recognition is one of the core tasks in biomedic...
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03/25/2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction
Event extraction is a complex information extraction task that involves ...
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12/09/2022
Plug-and-Play Recipe Generation with Content Planning
Recent pre-trained language models have shown promising capabilities in ...
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12/05/2022
Momentum Decoding: Open-ended Text Generation As Graph Exploration
Open-ended text generation with autoregressive language models (LMs) is ...
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11/19/2022
An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation
In the study, we empirically compare the two recently proposed decoding ...
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10/25/2022
Contrastive Search Is What You Need For Neural Text Generation
Generating text with autoregressive language models (LMs) is of great im...
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08/22/2022
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking
Contextual information in search sessions is important for capturing use...
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02/13/2022
A Contrastive Framework for Neural Text Generation
Text generation is of great importance to many natural language processi...
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02/07/2022
Measuring and Reducing Model Update Regression in Structured Prediction for NLP
Recent advance in deep learning has led to rapid adoption of machine lea...
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02/02/2022
A Survey on Retrieval-Augmented Text Generation
Recently, retrieval-augmented text generation attracted increasing atten...
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10/13/2021
Exploring Dense Retrieval for Dialogue Response Selection
Recent research on dialogue response selection has been mainly focused o...
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09/29/2021
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
Pre-trained language models have been recently shown to benefit task-ori...
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08/31/2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning
Recent developments in neural networks have led to the advance in data-t...
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08/27/2021
Few-Shot Table-to-Text Generation with Prototype Memory
Neural table-to-text generation models have achieved remarkable progress...
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02/16/2021
Non-Autoregressive Text Generation with Pre-trained Language Models
Non-autoregressive generation (NAG) has recently attracted great attenti...
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12/29/2020
Dialogue Response Selection with Hierarchical Curriculum Learning
We study the learning of a matching model for dialogue response selectio...
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04/05/2020
Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory
The ability of a dialog system to express prespecified language style du...
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04/05/2020
