Rui Meng
29 papers · 2017–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (8) π Academic Marathon (8) π Conference Polyglot (9) πΊοΈ Taxonomy Completionist (57)
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Taxonomy Completionist
(57)
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Keyword Pioneer
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Hot Topic Early Bird
π§¬
Topic Evolution
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Dynamic Duo
(11)
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Prolific Year
(7)
π
Century Club
(25)
π
Trend Setter
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(115)
β
The Questioner
Conferences
ACL (9)
EMNLP (7)
AAAI (3)
ICLR (3)
EACL (2)
NAACL (2)
ECCV (1)
ICCV (1)
IJCNLP (1)
Top co-authors
Keywords
text generation
(6)
large language model
(6)
keyphrase generation
(5)
retrieval-augmented generation
(4)
question answering
(3)
contrastive learning
(2)
structured summary
(2)
semantic parsing
(2)
logical form
(2)
scientific document
(2)
multi-task learning
(2)
faceted summarization
(2)
long document
(2)
pseudo labeling
(2)
unsupervised learning
(2)
chain-of-thought reasoning
(2)
text simplification
(2)
weakly supervised learning
(1)
self-supervised learning
(1)
visual question answering
(1)
Papers
Benchmarking LLMs for Political Science: A United Nations Perspective
AAAI 2026
Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
EACL 2026
DocLens: A Tool-Augmented Multi-Agent Framework for Long Visual Document Understanding
ACL 2026
SMPRO: Self-Supervised Visual Preference Alignment via Differentiable Multi-Preference Multi-Group Ranking
AAAI 2026
Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review
ACL 2025
Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework
ICCV 2025
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan
EMNLP 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks
ICLR 2025
Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models
ICLR 2025
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding
EMNLP 2024
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts
ACL 2024
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs
ACL 2024
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI
EACL 2024
LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer
ECCV 2024
Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations
ICLR 2024
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models
EMNLP 2024
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution
EMNLP 2023
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation
ACL 2023
Unsupervised Deep Keyphrase Generation
AAAI 2022
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training
NAACL 2022
Uni-Parser: Unified Semantic Parser for Question Answering on Knowledge Base and Database
EMNLP 2022
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking
ACL 2022
Divide-and-Conquer Text Simplification by Scalable Data Enhancement
EMNLP 2022
An Empirical Study on Neural Keyphrase Generation
NAACL 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
IJCNLP 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
ACL 2021
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases
ACL 2020
Integrating Transformer and Paraphrase Rules for Sentence Simplification
EMNLP 2018
Deep Keyphrase Generation
ACL 2017