Xinran Zhao
18 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(5)
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Machine Learning
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Natural Language Processing
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Artificial Intelligence
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Deep Learning
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Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
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Interdisciplinary
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Knowledge & Reasoning
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Speech & Audio
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Keywords
retrieval-augmented generation
(3)
large language model
(3)
language model
(2)
knowledge retrieval
(2)
winograd schema challenge
(2)
few-shot learning
(2)
pre-trained language model
(2)
dense retrieval
(2)
retrieval augmentation
(2)
commonsense reasoning
(2)
question answering
(2)
weakly supervised learning
(2)
semantic similarity
(2)
toxicity detection
(1)
passage retrieval
(1)
in-context learning
(1)
masked language model
(1)
information retrieval
(1)
natural language inference
(1)
text classification
(1)
Papers
cAST: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree
EMNLP 2025
Improving Large Language Model Planning with Action Sequence Similarity
ICLR 2025
MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers
EMNLP 2025
SPHERE: An Evaluation Card for Human-AI Systems
ACL 2025
Synthetic Dysarthric Speech: A Supplement, Not a Substitute for Authentic Data in Dysarthric Speech Recognition
Interspeech 2025
Dense X Retrieval: What Retrieval Granularity Should We Use?
EMNLP 2024
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models
ACL 2024
GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics
ACL 2024
MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity
EMNLP 2024
Thrust: Adaptively Propels Large Language Models with External Knowledge
NeurIPS 2023
Towards Reference-free Text Simplification Evaluation with a BERT Siamese Network Architecture
ACL 2023
Video State-Changing Object Segmentation
ICCV 2023
On Measuring the Intrinsic Few-Shot Hardness of Datasets
EMNLP 2022
Weakly Supervised Text Classification using Supervision Signals from a Language Model
NAACL 2022
A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English
EMNLP 2021
Leveraging Topic Relatedness for Argument Persuasion
ACL 2021
Probing Toxic Content in Large Pre-Trained Language Models
ACL 2021
WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge
ACL 2020