Siyue Zhang
9 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Natural Language Processing
(6)
Applications · Natural Language Processing
(6)
Deep Learning
(2)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Resources & Methods
(1)
Keywords
retrieval-augmented generation
(4)
information retrieval
(3)
synthetic data generation
(2)
large language model
(2)
reasoning-intensive retrieval
(2)
synthetic data
(2)
question answering
(2)
instruction following
(1)
image editing
(1)
temporal reasoning
(1)
semantic similarity
(1)
diffusion model
(1)
autoregressive model
(1)
multimodal understanding
(1)
dense retrieval
(1)
long-tail distribution
(1)
bidirectional attention
(1)
text embedding
(1)
data selection
(1)
document retrieval
(1)
Papers
A Survey of Reasoning-Intensive Retrieval: Progress and Challenges
ACL 2026
Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing
ACL 2026
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
ACL 2026
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
EMNLP 2025
LimRank: Less is More for Reasoning-Intensive Information Reranking
EMNLP 2025
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering
EMNLP 2025
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering
EMNLP 2025
SportReason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering
EMNLP 2025
SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA
EMNLP 2024