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05/23/2023
BAND: Biomedical Alert News Dataset
Infectious disease outbreaks continue to pose a significant threat to hu...
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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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04/08/2023
Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder
The sequence-to-sequence (seq2seq) task aims at generating the target se...
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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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01/24/2023
A Stability Analysis of Fine-Tuning a Pre-Trained Model
Fine-tuning a pre-trained model (such as BERT, ALBERT, RoBERTa, T5, GPT,...
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11/28/2022
On the Effectiveness of Parameter-Efficient Fine-Tuning
Fine-tuning pre-trained models has been ubiquitously proven to be effect...
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09/26/2022
Informative Text Generation from Knowledge Triples
As the development of the encoder-decoder architecture, researchers are ...
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12/29/2020
A Theoretical Analysis of the Repetition Problem in Text Generation
Text generation tasks, including translation, summarization, language mo...
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10/03/2020
Partially-Aligned Data-to-Text Generation with Distant Supervision
The Data-to-Text task aims to generate human-readable text for describin...
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04/21/2019
Fact Discovery from Knowledge Base via Facet Decomposition
During the past few decades, knowledge bases (KBs) have experienced rapi...
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05/10/2018