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Rui Meng

29 papers · 2017–2026 · 9 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.

Achievements

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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (62) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (10) 🧬 Topic Evolution 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (133)

Venues

ACL (9) EMNLP (7) AAAI (3) ICLR (3) EACL (2) NAACL (2) CVPR (1) ECCV (1) ICCV (1)

Top co-authors

Daqing He (10) Yingbo Zhou (8) Semih Yavuz (7) Caiming Xiong (6) Ye Liu (5) Tong Wang (4) Xingdi Yuan (4) Sanqiang Zhao (4) Lifu Tu (3) Shafiq Joty (3)

Research topics

Machine Learning (19) Artificial Intelligence (17) Natural Language Processing (16) Core AI (16) Learning Types Β· Machine Learning (11) Deep Learning (9) Applications (9) Generation (8) Application Areas (7) Core Methods (6) Models (5) Resources & Methods (5) Learning Types Β· Deep Learning (3) Computer Vision (2) Learning Paradigms (2)

Keywords

large language model (6) text generation (5) keyphrase generation (5) retrieval-augmented generation (4) question answering (3) contrastive learning (3) multimodal embedding (2) information retrieval (2) text simplification (2) multi-task learning (2) unsupervised learning (2) logical form (2) vision-language model (2) pseudo labeling (2) chain-of-thought reasoning (2) instruction following (2) semantic parsing (2) knowledge distillation (1) weakly supervised learning (1) variational inference (1)

Papers

Benchmarking LLMs for Political Science: A United Nations Perspective AAAI 2026 Beyond Global Similarity: Multi-Conditional Retrieval for Fine-Grained Cross-Modal Understanding CVPR 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 Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs EACL 2026 Beyond Content Relevance: Evaluating Instruction Following in Retrieval Models ICLR 2025 Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan EMNLP 2025 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 VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks ICLR 2025 Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations ICLR 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 Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024 RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts ACL 2024 Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models EMNLP 2024 Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding EMNLP 2024 General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation ACL 2023 HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023 Divide-and-Conquer Text Simplification by Scalable Data Enhancement EMNLP 2022 Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking ACL 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 Unsupervised Deep Keyphrase Generation AAAI 2022 An Empirical Study on Neural Keyphrase Generation NAACL 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