Xueguang Ma
16 papers · 2021–2026 · 5 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.
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Venues
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Research topics
Machine Learning
(13)
Natural Language Processing
(13)
Applications Β· Natural Language Processing
(12)
Artificial Intelligence
(10)
Core AI
(9)
Learning Types Β· Machine Learning
(8)
Deep Learning
(6)
Core Methods
(5)
Learning Types Β· Deep Learning
(5)
Application Areas
(4)
Computer Science
(3)
Data Science & Analytics
(3)
Applications Β· Computer Science
(3)
Applications Β· Data Science & Analytics
(3)
Resources & Methods
(3)
Keywords
large language model
(5)
information retrieval
(5)
dense retrieval
(5)
retrieval-augmented generation
(3)
zero-shot learning
(3)
model compression
(2)
hybrid retrieval
(2)
dense representation
(2)
vision-language model
(2)
prompt engineering
(2)
document retrieval
(2)
contrastive learning
(2)
multilingual retrieval
(2)
question answering
(2)
evidence retrieval
(2)
in-context learning
(1)
knowledge distillation
(1)
few-shot learning
(1)
theorem proving
(1)
embedding learning
(1)
Papers
BrowseComp-Plus: A Fair and Disentangled Evaluation Benchmark for Deep Search Agents
ACL 2026
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
ACL 2025
Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs
EMNLP 2025
VISA: Retrieval Augmented Generation with Visual Source Attribution
ACL 2025
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
EMNLP 2024
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models
NAACL 2024
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
NeurIPS 2024
PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval
EMNLP 2024
Unifying Multimodal Retrieval via Document Screenshot Embedding
EMNLP 2024
Few-shot In-context Learning on Knowledge Base Question Answering
ACL 2023
Precise Zero-Shot Dense Retrieval without Relevance Labels
ACL 2023
TheoremQA: A Theorem-driven Question Answering Dataset
EMNLP 2023
An Encoder Attribution Analysis for Dense Passage Retriever in Open-Domain Question Answering
NAACL 2022
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval
EMNLP 2021
Scientific Claim Verification with VerT5erini
EACL 2021
Simple and Effective Unsupervised Redundancy Elimination to Compress Dense Vectors for Passage Retrieval
EMNLP 2021