Tao Shen

FACTrial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval ACL 2026 PriFold: Biological Priors Improve RNA Secondary Structure Predictions AAAI 2025 Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025 A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions ACL 2025 REMEDY: Recipe Merging Dynamics in Large Vision-Language Models ICLR 2025 Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering ICLR 2025 STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning EMNLP 2025 ThinkQE: Query Expansion via an Evolving Thinking Process EMNLP 2025 FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning AAAI 2025 Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement EMNLP 2025 Synergistic Interplay between Search and Large Language Models for Information Retrieval ACL 2024 Meta-Task Prompting Elicits Embeddings from Large Language Models ACL 2024 ADAM: Dense Retrieval Distillation with Adaptive Dark Examples ACL 2024 Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024 Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment COLING 2024 CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification EACL 2024 Fine-Grained Distillation for Long Document Retrieval AAAI 2024 Corpus-Steered Query Expansion with Large Language Models EACL 2024 Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information EMNLP 2024 Leveraging Large Language Models for NLG Evaluation: Advances and Challenges EMNLP 2024 Re-Reading Improves Reasoning in Large Language Models EMNLP 2024 Federated Prompt Learning for Weather Foundation Models on Devices IJCAI 2024 Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models ICML 2024 Dual-Personalizing Adapter for Federated Foundation Models NIPS 2024 MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions NIPS 2024 CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues AAAI 2024 Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data IJCAI 2023 FAA: Fine-grained Attention Alignment for Cascade Document Ranking ACL 2023 CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection ACL 2023 UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning ACL 2023 Towards Robust Ranker for Text Retrieval ACL 2023 Iterative Proposal Refinement for Weakly-Supervised Video Grounding CVPR 2023 Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning EMNLP 2023 LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval ICCV 2023 HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization ICLR 2023 LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval ICLR 2023 KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP ICLR 2023 Optimal Treatment Regimes for Proximal Causal Learning NIPS 2023 Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision NAACL 2022 PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022 ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification ACL 2022 Social Norms-Grounded Machine Ethics in Complex Narrative Situation COLING 2022 Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations COLING 2022 Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook EMNLP 2022 Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning IJCNLP 2021 Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction EMNLP 2021 Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph NAACL 2021 Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning ACL 2021 Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020 Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering IJCAI 2020 Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction AAAI 2020 Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention COLING 2020 RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion COLING 2020 Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base EMNLP 2019 Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together NAACL 2019 Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base IJCNLP 2019 Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling IJCAI 2018 Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling ICLR 2018