Daichi Guo

5 papers · 2022–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

EMNLP (2) NAACL (2) COLING (1)

Top co-authors

Guanting Dong (4) Weiran Xu (3) Chen Zeng (2) Shilong Li (2) Ruifang Liu (2) Sun Yong (2) Zhang Zhang (2) Keqing He (2) Chenji Lu (2) Ge Bai (2)

Research topics

Machine Learning (5) Learning Types (5) Artificial Intelligence (3) Natural Language Processing (3) Application Areas (3) Applications (3) Learning Paradigms (3) Deep Learning (1) Generation (1) Models (1)

Keywords

slot filling (3) domain adaptation (2) few-shot learning (2) cross-domain learning (2) relation extraction (1) masked language model (1) prompt-based learning (1) fine-grained classification (1) task-oriented dialogue (1) prompt learning (1) dialogue state tracking (1) semantic structure (1) generative framework (1) generative model (1) perturbation robustness (1) noisy data (1) dialogue system (1) zero-shot relation extraction (1) multi-task demonstration (1) noisy slot filling (1)

Papers

Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning NAACL 2024 Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction NAACL 2024 DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task EMNLP 2023 Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking EMNLP 2022 PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022