Longze Chen
10 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
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ACL (5)
EMNLP (3)
AAAI (1)
ICLR (1)
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Keywords
large language model
(6)
long-context modeling
(2)
context window
(2)
language model
(2)
text generation
(1)
language model training
(1)
benchmark evaluation
(1)
instruction following
(1)
question answering
(1)
dynamic programming
(1)
knowledge graph
(1)
data mining
(1)
reading comprehension
(1)
multimodal large language model
(1)
layer skipping
(1)
inference optimization
(1)
prompt optimization
(1)
retrieval-augmented generation
(1)
visual reasoning
(1)
code completion
(1)
Papers
DEEM: Diffusion models serve as the eyes of large language models for image perception
ICLR 2025
CLaSp: In-Context Layer Skip for Self-Speculative Decoding
ACL 2025
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
ACL 2025
STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation
ACL 2025
Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs
AAAI 2025
DEFT: Distribution-guided Efficient Fine-Tuning for Human Alignment
EMNLP 2024
Marathon: A Race Through the Realm of Long Context with Large Language Models
ACL 2024
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models
ACL 2024
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
EMNLP 2024
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models
EMNLP 2024