Xinyan Zhao
14 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Diamond πΊοΈ Taxonomy Completionist (33)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(67)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(6)
Top co-authors
Research topics
Natural Language Processing
(10)
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(7)
Applications
(7)
Deep Learning
(4)
Application Areas
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Architectures
(2)
Clinical
(2)
Core Methods
(2)
Keywords
text classification
(6)
named entity recognition
(3)
multi-agent system
(2)
task-oriented dialogue
(2)
narrative detection
(2)
large language model
(2)
deep learning
(2)
natural language inference
(1)
rule-based learning
(1)
weakly supervised learning
(1)
neural machine translation
(1)
social media analysis
(1)
rationale extraction
(1)
explanation generation
(1)
attention mechanism
(1)
ai safety
(1)
in-context learning
(1)
autonomous driving
(1)
language understanding
(1)
data augmentation
(1)
Papers
SafeSieve: From Heuristics to Experience in Progressive Pruning for LLM-based Multi-Agent Communication
AAAI 2026
WhisperNet: A Scalable Solution for Bandwidth-Efficient Collaboration
CVPR 2026
SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention
ACL 2025
Towards Safety Reasoning in LLMs: AI-agentic Deliberation for Policy-embedded CoT Data Creation
ACL 2025
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking
EMNLP 2024
Multi-User MultiWOZ: Task-Oriented Dialogues among Multiple Users
EMNLP 2023
Narrative Style and the Spread of Health Misinformation on Twitter
EMNLP 2023
Narrative Detection and Feature Analysis in Online Health Communities
NAACL 2022
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues
ACL 2022
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition
EACL 2021
LIREx: Augmenting Language Inference with Relevant Explanations
AAAI 2021
Identifying Medication Abuse and Adverse Effects from Tweets: University of Michigan at #SMM4H 2020
COLING 2020
PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions
EMNLP 2020
Identifying Adverse Drug Events Mentions in Tweets Using Attentive, Collocated, and Aggregated Medical Representation
ACL 2019