Xiubo Geng

WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct ICLR 2025 ADAM: Dense Retrieval Distillation with Adaptive Dark Examples ACL 2024 Fine-Grained Distillation for Long Document Retrieval AAAI 2024 Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment COLING 2024 Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024 Synergistic Interplay between Search and Large Language Models for Information Retrieval ACL 2024 WizardCoder: Empowering Code Large Language Models with Evol-Instruct ICLR 2024 WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions ICLR 2024 CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection ACL 2023 FAA: Fine-grained Attention Alignment for Cascade Document Ranking ACL 2023 HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization ICLR 2023 Iterative Proposal Refinement for Weakly-Supervised Video Grounding CVPR 2023 KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP ICLR 2023 LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval ICCV 2023 LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval ICLR 2023 Towards Robust Ranker for Text Retrieval ACL 2023 ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification ACL 2022 HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations ACL 2022 Multimodal Dialogue Response Generation ACL 2022 PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022 PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022 Social Norms-Grounded Machine Ethics in Complex Narrative Situation COLING 2022 Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting NAACL 2022 TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge ACL 2022 Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding NAACL 2022 Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph NAACL 2021 Learning Neural Templates for Recommender Dialogue System EMNLP 2021 Maria: A Visual Experience Powered Conversational Agent ACL 2021 Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning ACL 2021 MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding ACL 2021 Reasoning over Entity-Action-Location Graph for Procedural Text Understanding ACL 2021 Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering IJCAI 2020 Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020 Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base EMNLP 2019 A New Probabilistic Model for Rank Aggregation NeurIPS 2010