Philip Yu

DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024 Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions ACL 2024 kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning NAACL 2024 Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024 All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm IJCNLP 2023 CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks EMNLP 2023 Enhancing Cross-lingual Transfer via Phonemic Transcription Integration ACL 2023 Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach IJCNLP 2023 Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection ACL 2022 Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? EMNLP 2022 CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking NAACL 2022 HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022 XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction NAACL 2022 Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots EMNLP 2021 Dense Hierarchical Retrieval for Open-domain Question Answering EMNLP 2021 Enriching Non-Autoregressive Transformer with Syntactic and Semantic Structures for Neural Machine Translation EACL 2021 Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning EMNLP 2021 HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization EMNLP 2021 HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization NAACL 2021 Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL 2021 Composed Variational Natural Language Generation for Few-shot Intents EMNLP 2020 Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference EMNLP 2020 DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis EMNLP 2020 Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020 Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking COLING 2020 Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation COLING 2020 Improving Medical NLI Using Context-Aware Domain Knowledge COLING 2020 Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks COLING 2020 MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing COLING 2020 SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction EMNLP 2020 Understanding Pre-trained BERT for Aspect-based Sentiment Analysis COLING 2020 User Memory Reasoning for Conversational Recommendation COLING 2020 Adversarial Learning for Weakly-Supervised Social Network Alignment AAAI 2019 BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis NAACL 2019 Joint Slot Filling and Intent Detection via Capsule Neural Networks ACL 2019 Multi-grained Named Entity Recognition ACL 2019 Zero-shot User Intent Detection via Capsule Neural Networks EMNLP 2018 Learning the Consistent Behavior of Common Users for Target Node Prediction across Social Networks ICML 2014