Philip Yu

40 papers · 2014–2024 · 9 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🌍 Conference Polyglot (9) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (10)

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (10) 🤝 Dynamic Duo (12) 🧬 Topic Evolution 🔥 Unstoppable (7) 🚀 Conference Pioneer ⚡ Prolific Year (5) 🗃️ Keyword Collector (165) ❓ The Questioner (3) 💎 Century Club (40)

Conferences

EMNLP (12) NAACL (8) COLING (7) ACL (6) AACL (2) IJCNLP (2) AAAI (1) EACL (1) ICML (1)

Top co-authors

Congying Xia (12) Chenwei Zhang (9) Yao Wan (9) Ye Liu (8) Zhongfen Deng (6) Jianguo Zhang (6) Wenting Zhao (6) Caiming Xiong (5) Kazuma Hashimoto (4) Bing Liu (4)

Keywords

few-shot learning (6) transfer learning (5) intent classification (4) intent detection (4) domain adaptation (4) pre-trained language model (3) contrastive learning (3) natural language inference (3) large language model (3) knowledge transfer (3) zero-shot learning (3) natural language understanding (2) named entity recognition (2) cross-lingual transfer (2) attention mechanism (2) self-supervised learning (2) text classification (2) representation learning (2) knowledge distillation (2) question answering (2)

Papers

kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning NAACL 2024 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 Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024 Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach AACL 2023 CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks EMNLP 2023 All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm IJCNLP 2023 Named Entity Recognition via Machine Reading Comprehension: A Multi-Task Learning Approach IJCNLP 2023 Enhancing Cross-lingual Transfer via Phonemic Transcription Integration ACL 2023 All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm AACL 2023 Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? EMNLP 2022 XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction NAACL 2022 CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking NAACL 2022 Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection ACL 2022 HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022 Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning EMNLP 2021 HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization NAACL 2021 HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization EMNLP 2021 Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System NAACL 2021 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 Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020 MZET: Memory Augmented Zero-Shot Fine-grained Named Entity Typing COLING 2020 Understanding Pre-trained BERT for Aspect-based Sentiment Analysis COLING 2020 Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks COLING 2020 User Memory Reasoning for Conversational Recommendation 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 Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking COLING 2020 SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction 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 Composed Variational Natural Language Generation for Few-shot Intents EMNLP 2020 BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis NAACL 2019 Adversarial Learning for Weakly-Supervised Social Network Alignment AAAI 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