Aixin Sun
40 papers · 2015–2026 · 10 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
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πΊοΈ Taxonomy Completionist (78) π Academic Marathon Β· Half π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π¬
Deep Specialist
(11)
π§¬
Topic Evolution
π§
Keyword Pioneer
β‘
Prolific Year Β· Prolific
π
Trend Setter
ποΈ
Keyword Collector
(202)
β
The Questioner
(3)
π₯
Unstoppable Β· Silver
π
Renaissance Researcher
(6)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(25)
Natural Language Processing
(24)
Deep Learning
(17)
Applications
(17)
Core Methods
(16)
Artificial Intelligence
(15)
Core AI
(14)
Learning Types Β· Machine Learning
(8)
Learning Types Β· Deep Learning
(7)
Architectures
(6)
Resources & Methods
(6)
Application Areas
(5)
Generation
(5)
Understanding
(5)
Interdisciplinary
(3)
Keywords
large language model
(6)
information extraction
(4)
relation extraction
(4)
open information extraction
(4)
pre-trained language model
(3)
neural network
(3)
sequence labeling
(3)
sentiment analysis
(3)
representation learning
(2)
text extraction
(2)
few-shot learning
(2)
knowledge graph
(2)
semantic analysis
(2)
text mining
(2)
named entity recognition
(2)
model compression
(2)
information retrieval
(2)
hallucination detection
(2)
video generation
(1)
object detection
(1)
Papers
Can LLM Safety Be Ensured by Constraining Parameter Regions?
ACL 2026
Error Analyses of Auto-Regressive Video Diffusion Models
JMLR 2026
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
ACL 2026
Not All Layers of LLMs Are Necessary During Inference
IJCAI 2025
Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings
ACL 2025
Humans Need Context, What about Machines? Investigating Conversational Context in Abusive Language Detection
COLING 2024
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
NeurIPS 2024
On Context Utilization in Summarization with Large Language Models
ACL 2024
Parameter-Efficient Conversational Recommender System as a Language Processing Task
EACL 2024
SciAgent: Tool-augmented Language Models for Scientific Reasoning
EMNLP 2024
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
ACL 2024
A Study on Transformer Configuration and Training Objective
ICML 2023
A Synthetic Data Generation Framework for Grounded Dialogues
ACL 2023
Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting
ACL 2023
Few-shot Event Detection: An Empirical Study and a Unified View
ACL 2023
From Speculation Detection to Trustworthy Relational Tuples in Information Extraction
EMNLP 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!
EMNLP 2023
MS-DETR: Natural Language Video Localization with Sampling Moment-Moment Interaction
ACL 2023
Negation Scope Refinement via Boundary Shift Loss
ACL 2023
Open Information Extraction via Chunks
EMNLP 2023
Take a Break in the Middle: Investigating Subgoals towards Hierarchical Script Generation
ACL 2023
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict
NAACL 2022
A Survey on Neural Open Information Extraction: Current Status and Future Directions
IJCAI 2022
CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction
COLING 2022
CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts
EMNLP 2022
MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities
ACL 2022
Syntactic Multi-view Learning for Open Information Extraction
EMNLP 2022
DocOIE: A Document-level Context-Aware Dataset for OpenIE
ACL 2021
GDPNet: Refining Latent Multi-View Graph for Relation Extraction
AAAI 2021
Parallel Attention Network with Sequence Matching for Video Grounding
ACL 2021
CASE: Context-Aware Semantic Expansion
AAAI 2020
Span-based Localizing Network for Natural Language Video Localization
ACL 2020
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test
ACL 2019
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation
IJCAI 2019
Robust Representation Learning of Biomedical Names
ACL 2019
Subtopic-driven Multi-Document Summarization
EMNLP 2019
NeuRec: On Nonlinear Transformation for Personalized Ranking
IJCAI 2018
SegBot: A Generic Neural Text Segmentation Model with Pointer Network
IJCAI 2018
Time Expression Analysis and Recognition Using Syntactic Token Types and General Heuristic Rules
ACL 2017
A Boosting Algorithm for Item Recommendation with Implicit Feedback
IJCAI 2015