Junnan Zhu
29 papers · 2017–2026 · 9 conferences · across top CS/AI conferences
Achievements
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Keyword Trendsetter Combo
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(17)
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(9)
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Keyword Collector
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(7)
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The Questioner
(2)
Conferences
ACL (9)
EMNLP (7)
AAAI (4)
COLING (3)
IJCNLP (2)
AACL (1)
ICLR (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
multimodal summarization
(6)
dialogue summarization
(5)
multi-task learning
(5)
text summarization
(5)
large language model
(5)
image selection
(3)
neural network
(3)
cross-lingual summarization
(3)
machine translation
(3)
abstractive summarization
(3)
multi-modal summarization
(2)
text generation
(2)
neural machine translation
(2)
neural summarization
(2)
round-trip translation
(2)
retrieval-augmented generation
(2)
knowledge graph
(2)
benchmark dataset
(2)
end-to-end model
(2)
knowledge-grounded summarization
(2)
Papers
FocalOrder: Focal Preference Optimization for Reading Order Detection
ACL 2026
GenProve: Learning to Generate Text with Fine-Grained Provenance
ACL 2026
MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains
AAAI 2026
MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis
ACL 2026
From Past To Path: Masked History Learning for Next-Item Prediction in Generative Recommendation
ACL 2026
What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization
AACL 2025
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering
EMNLP 2025
Pay More Attention to Images: Numerous Images-Oriented Multimodal Summarization
NAACL 2025
What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization
IJCNLP 2025
TROVE: A Challenge for Fine-Grained Text Provenance via Source Sentence Tracing and Relationship Classification
ACL 2025
SARA: Salience-Aware Reinforced Adaptive Decoding for Large Language Models in Abstractive Summarization
ACL 2025
TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering
EMNLP 2025
DIUSum: Dynamic Image Utilization for Multimodal Summarization
AAAI 2024
CFSum Coarse-to-Fine Contribution Network for Multimodal Summarization
ACL 2023
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization
EMNLP 2023
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions
ACL 2022
Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch
ICLR 2021
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization
EMNLP 2021
Keywords-Guided Abstractive Sentence Summarization
AAAI 2020
Multimodal Summarization with Guidance of Multimodal Reference
AAAI 2020
Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization
ACL 2020
Knowledge Graph Enhanced Neural Machine Translation via Multi-task Learning on Sub-entity Granularity
COLING 2020
Multimodal Sentence Summarization via Multimodal Selective Encoding
COLING 2020
NCLS: Neural Cross-Lingual Summarization
IJCNLP 2019
NCLS: Neural Cross-Lingual Summarization
EMNLP 2019
Multi-modal Sentence Summarization with Modality Attention and Image Filtering
IJCAI 2018
MSMO: Multimodal Summarization with Multimodal Output
EMNLP 2018
Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization
COLING 2018
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video
EMNLP 2017