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Wenge Rong

20 papers · 2017–2025 · 8 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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+8 more ↓ πŸ—ΊοΈ Taxonomy Completionist (53) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🧬 Topic Evolution πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸ’Ž Century Club Β· Bronze πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive ❓ The Questioner πŸ—ƒοΈ Keyword Collector (114)

Venues

EMNLP (6) ACL (4) COLING (2) IJCAI (2) NAACL (2) NeurIPS (2) AAAI (1) ICLR (1)

Top co-authors

Jun Bai (7) Zhang Xiong (6) Chenghua Lin (6) Jianfei Zhang (6) Yanmeng Wang (4) Yuanxin Ouyang (3) Xiaofeng Zhang (3) Haoran Que (3) Yikang Shen (3) Zeyu Huang (2)

Research topics

Machine Learning (15) Natural Language Processing (15) Deep Learning (11) Artificial Intelligence (9) Core AI (8) Learning Types Β· Machine Learning (8) Architectures (6) Generation (6) Optimization & Theory Β· Machine Learning (6) Resources & Methods (6) Core Methods (5) Applications (4) Learning Types Β· Deep Learning (4) Optimization & Theory Β· Deep Learning (3) Application Areas (2)

Keywords

large language model (5) representation learning (3) text generation (3) pre-trained language model (3) variational autoencoder (3) variational inference (2) model selection (2) language model (2) transferability estimation (2) natural language processing (1) grammatical error correction (1) preference alignment (1) in-context learning (1) question answering (1) transfer learning (1) few-shot learning (1) machine translation (1) language modeling (1) attention mechanism (1) named entity recognition (1)

Papers

CogAtom: From Cognitive Atoms to Olympiad-level Mathematical Reasoning in Large Language Models EMNLP 2025 Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment COLING 2025 Enhancing LLMs via High-Knowledge Data Selection AAAI 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching ACL 2025 Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking EMNLP 2024 ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search COLING 2024 RoleAgent: Building, Interacting, and Benchmarking High-quality Role-Playing Agents from Scripts NeurIPS 2024 Discovering Sounding Objects by Audio Queries for Audio Visual Segmentation IJCAI 2023 Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information ACL 2023 How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey EMNLP 2023 Token-Level Self-Evolution Training for Sequence-to-Sequence Learning ACL 2023 Transformer-Patcher: One Mistake Worth One Neuron ICLR 2023 Improving Variational Autoencoders with Density Gap-based Regularization NeurIPS 2022 Mixture of Attention Heads: Selecting Attention Heads Per Token EMNLP 2022 Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval EMNLP 2021 Sequential Attention with Keyword Mask Model for Community-based Question Answering NAACL 2019 Similarity Based Auxiliary Classifier for Named Entity Recognition EMNLP 2019 LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics NAACL 2018 Exploration of Tree-based Hierarchical Softmax for Recurrent Language Models IJCAI 2017