Qingrong Xia
18 papers · 2017–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(16)
π§¬
Topic Evolution
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(99)
Top co-authors
Research topics
Deep Learning
(13)
Machine Learning
(12)
Artificial Intelligence
(10)
Natural Language Processing
(9)
Core AI
(9)
Architectures
(6)
Understanding
(6)
Core Methods
(5)
Learning Types Β· Machine Learning
(5)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Optimization & Theory Β· Deep Learning
(4)
Applications
(3)
Optimization & Theory Β· Machine Learning
(3)
Resources & Methods
(3)
Keywords
semantic role labeling
(5)
multi-task learning
(4)
large language model
(3)
pre-trained language model
(3)
dependency parsing
(3)
conditional random field
(2)
speculative decoding
(2)
syntactic parsing
(2)
neural network
(2)
semantic parsing
(2)
graph parsing
(2)
constrained decoding
(2)
inference acceleration
(2)
instruction following
(1)
opinion mining
(1)
autoregressive generation
(1)
few-shot learning
(1)
representation learning
(1)
outlier detection
(1)
instruction tuning
(1)
Papers
Accurate KV Cache Quantization with Outlier Tokens Tracing
ACL 2025
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
EMNLP 2025
Beware of Calibration Data for Pruning Large Language Models
ICLR 2025
Multi-Branch Self-Drafting for LLM Inference Acceleration
AAAI 2025
Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization
EMNLP 2024
Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations
ICLR 2024
When and How to Grow? On Efficient Pre-training via Model Growth
ACML 2024
AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing
ACL 2023
Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing
COLING 2022
MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset
NAACL 2022
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments
COLING 2022
A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents
NAACL 2021
Stacked AMR Parsing with Silver Data
EMNLP 2021
Semantic Role Labeling with Heterogeneous Syntactic Knowledge
COLING 2020
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling
EMNLP 2019
SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT
CoNLL 2019
Syntax-Aware Neural Semantic Role Labeling
AAAI 2019
Dependency Parsing with Partial Annotations: An Empirical Comparison
IJCNLP 2017