Huixing Jiang

19 papers · 2020–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (47) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (8) 💎 Century Club (19) 🗃️ Keyword Collector (86) ⚡ Prolific Year (10)

Conferences

ACL (8) IJCNLP (4) AAAI (3) NAACL (2) COLING (1) EMNLP (1)

Top co-authors

Xiaojie Wang (9) Keqing He (8) Wei Wu (8) Caixia Yuan (8) Yanan Wu (7) Weiran Xu (7) Zhiyuan Zeng (6) Yuanmeng Yan (5) Hong Xu (5) Hengtong Lu (4)

Keywords

dialogue system (6) out-of-domain detection (4) parameter-efficient fine-tuning (3) intent detection (3) representation learning (3) contrastive learning (3) task-oriented dialogue (3) intent classification (2) large language model (2) slot detection (2) sequential semantics (2) knowledge graph (2) unknown slot type (2) adversarial augmentation (2) event argument extraction (2) argument role (2) preference optimization (1) chain-of-thought reasoning (1) zero-shot learning (1) information extraction (1)

Papers

A Systematic Exploration of Knowledge Graph Alignment with Large Language Models in Retrieval Augmented Generation AAAI 2025

Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025

Controlled Low-Rank Adaptation with Subspace Regularization for Continued Training on Large Language Models ACL 2025

KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024

Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022

Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning ACL 2022

Co-VQA : Answering by Interactive Sub Question Sequence ACL 2022

Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022

Slot Transferability for Cross-domain Slot Filling IJCNLP 2021

Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System ACL 2021

Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder ACL 2021

Converse, Focus and Guess - Towards Multi-Document Driven Dialogue AAAI 2021

Task-Oriented Clustering for Dialogues EMNLP 2021

Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder IJCNLP 2021

Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System IJCNLP 2021

Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning IJCNLP 2021

Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021

Slot Transferability for Cross-domain Slot Filling ACL 2021

Syntactic Graph Convolutional Network for Spoken Language Understanding COLING 2020