Menglin Xia
9 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π Cross-Pollinator (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Keyword Champion
(2)
Conferences
ACL (3)
ICML (2)
COLING (1)
EMNLP (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(2)
prompt compression
(2)
transfer learning
(2)
zero-shot learning
(2)
token classification
(2)
pretrained encoder
(2)
multilingual semantic parsing
(2)
machine translation
(2)
low-resource language
(2)
language model
(1)
hybrid system
(1)
inference efficiency
(1)
client-server architecture
(1)
retrieval-augmented generation
(1)
real-time system
(1)
quality assessment
(1)
data distillation
(1)
task performance
(1)
bidirectional context
(1)
summary assessment
(1)
Papers
Minerva: A Programmable Memory Test Benchmark for Language Models
ICML 2025
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning
ACL 2025
On Evaluating LLMsβ Capabilities as Functional Approximators: A Bayesian Evaluation Framework
COLING 2025
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
ICML 2025
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
ACL 2024
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
EMNLP 2024
Multilingual Neural Semantic Parsing for Low-Resourced Languages
ACL 2021
Multilingual Neural Semantic Parsing for Low-Resourced Languages
IJCNLP 2021
Automatic learner summary assessment for reading comprehension
NAACL 2019