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05/19/2023
LLM-Pruner: On the Structural Pruning of Large Language Models
Large language models (LLMs) have shown remarkable capabilities in langu...
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05/18/2023
Structural Pruning for Diffusion Models
Generative modeling has recently undergone remarkable advancements, prim...
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01/30/2023
DepGraph: Towards Any Structural Pruning
Structural pruning enables model acceleration by removing structurally-g...
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05/16/2022
Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt
Data-free knowledge distillation (DFKD) conducts knowledge distillation ...
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09/13/2021
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations
Entity retrieval, which aims at disambiguating mentions to canonical ent...
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05/14/2021
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition
Named entity recognition (NER) is a well-studied task in natural languag...
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01/25/2021
A Trigger-Sense Memory Flow Framework for Joint Entity and Relation Extraction
Joint entity and relation extraction framework constructs a unified mode...
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06/11/2020