Xuancheng Ren

Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models ICLR 2025 Delving into the Openness of CLIP ACL 2023 Transferring General Multimodal Pretrained Models to Text Recognition ACL 2023 From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022 Hierarchical Inductive Transfer for Continual Dialogue Learning ACL 2022 Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification IJCAI 2022 Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks AAAI 2022 A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models NAACL 2021 Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP Models NAACL 2021 Collaborative Group Learning AAAI 2021 Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption AAAI 2021 Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation AAAI 2021 Neural Network Surgery: Injecting Data Patterns into Pre-trained Models with Minimal Instance-wise Side Effects NAACL 2021 O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning ACL 2021 Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP 2021 Topology-Imbalance Learning for Semi-Supervised Node Classification NeurIPS 2021 Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021 Prophet Attention: Predicting Attention with Future Attention NeurIPS 2020 Regularizing Dialogue Generation by Imitating Implicit Scenarios EMNLP 2020 Rethinking Skip Connection with Layer Normalization COLING 2020 A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer ACL 2019 Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations NeurIPS 2019 Exploring and Distilling Cross-Modal Information for Image Captioning IJCAI 2019 Incorporating Fine-grained Events in Stock Movement Prediction EMNLP 2019 Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations NAACL 2019 A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification IJCAI 2018 A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation EMNLP 2018 Deconvolution-Based Global Decoding for Neural Machine Translation COLING 2018 Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation EMNLP 2018 Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? COLING 2018 Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation EMNLP 2018 Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation NAACL 2018 simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions EMNLP 2018 Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text NAACL 2018 Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018 meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting ICML 2017