Zixia Jia
22 papers · 2019–2026 · 9 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (53) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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(13)
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Century Club · Bronze
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Research topics
Machine Learning
(18)
Natural Language Processing
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Artificial Intelligence
(9)
Core AI
(9)
Core Methods
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Learning Types
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Understanding
(8)
Deep Learning
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Applications
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Resources & Methods
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Architectures
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Optimization & Theory
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Application Areas
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Computer Vision
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Analysis
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Keywords
large language model
(4)
named entity recognition
(3)
dependency parsing
(3)
relation extraction
(2)
reinforcement learning
(2)
variational inference
(2)
conditional random field
(2)
information extraction
(2)
structured prediction
(2)
document-level relation extraction
(2)
document-level extraction
(1)
in-context learning
(1)
data augmentation
(1)
approximate inference
(1)
semi-supervised learning
(1)
knowledge distillation
(1)
preference optimization
(1)
prototype learning
(1)
few-shot learning
(1)
information retrieval
(1)
Papers
MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents
EACL 2026
Adaptive Preference Optimization with Uncertainty-aware Utility Anchor
EMNLP 2025
Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling
AAAI 2025
Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training
ACL 2025
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection
ACL 2025
Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks
EMNLP 2025
TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
ICML 2025
Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs
EMNLP 2025
Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels
ACL 2024
LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments
ACL 2024
Varying Sentence Representations via Condition-Specified Routers
EMNLP 2024
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
SemEval 2023
Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field
ACL 2023
Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models
EMNLP 2023
An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction
AACL 2022
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition
NAACL 2022
SHARP: Search-Based Adversarial Attack for Structured Prediction
NAACL 2022
Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference
AAAI 2022
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings
ACL 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor
ACL 2021
Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders
ACL 2020
ShanghaiTech at MRP 2019: Sequence-to-Graph Transduction with Second-Order Edge Inference for Cross-Framework Meaning Representation Parsing
CoNLL 2019