Hongguang Li
8 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(25)
Conferences
ACL (2)
EMNLP (2)
NAACL (2)
COLING (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(4)
task-oriented dialog
(2)
model compression
(2)
dialogue system
(2)
language understanding
(2)
data augmentation
(2)
robustness testing
(2)
chinese language
(2)
natural language perturbation
(2)
conversational ai
(1)
machine reading comprehension
(1)
natural language understanding
(1)
domain generalization
(1)
generalization ability
(1)
prompt-based learning
(1)
text generation
(1)
mathematical reasoning
(1)
low-rank adaptation
(1)
mixed-precision quantization
(1)
parameter-efficient fine-tuning
(1)
Papers
RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model
NAACL 2025
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models
NAACL 2025
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations
COLING 2025
From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting
ACL 2024
Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension
EMNLP 2023
Natural Response Generation for Chinese Reading Comprehension
EMNLP 2023
Robustness Testing of Language Understanding in Task-Oriented Dialog
IJCNLP 2021
Robustness Testing of Language Understanding in Task-Oriented Dialog
ACL 2021