← Authors

Weiran Xu

59 papers · 2016–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (97) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (9) 🌈 Renaissance Researcher (9) 🀝 Dynamic Duo (39) πŸ”¬ Deep Specialist (12) ❓ The Questioner πŸ’Ž Century Club (59) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (186) πŸ”₯ Unstoppable (6)

Conferences

EMNLP (18) ACL (15) COLING (10) NAACL (7) IJCNLP (4) AAAI (2) ICLR (2) ECCV (1)

Top co-authors

Keqing He (39) Yuanmeng Yan (17) Yutao Mou (14) Yanan Wu (14) Jingang Wang (14) Guanting Dong (12) Pei Wang (12) Wei Wu (11) Zhiyuan Zeng (10) Weihao Zeng (10)

Keywords

dialogue system (14) out-of-domain detection (13) contrastive learning (9) representation learning (9) intent classification (9) task-oriented dialogue (8) zero-shot learning (8) slot filling (8) large language model (8) intent detection (6) out-of-distribution detection (5) intent discovery (5) knowledge distillation (4) abstractive summarization (4) domain adaptation (4) language model (4) adversarial augmentation (3) dialogue summarization (3) few-shot learning (3) self-supervised learning (3)

Papers

AgentRefine: Enhancing Agent Generalization through Refinement Tuning ICLR 2025
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery ICLR 2025
PreAct: Prediction Enhances Agent’s Planning Ability COLING 2025
HFT: Half Fine-Tuning for Large Language Models ACL 2025
SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models AAAI 2025
UEGP: Unified Expert-Guided Pre-training for Knowledge Rekindle NAACL 2024
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations NAACL 2024
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection COLING 2024
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses COLING 2024
How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data EMNLP 2024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning ACL 2024
Faceptor: A Generalist Model for Face Perception ECCV 2024
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation ACL 2023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting ACL 2023
Value type: the bridge to a better DST model ACL 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking EMNLP 2023
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task EMNLP 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition EMNLP 2023
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection EMNLP 2023
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT EMNLP 2023
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue ACL 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery ACL 2023
Generalized Intent Discovery: Learning from Open World Dialogue System COLING 2022
Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning ACL 2022
Distribution Calibration for Out-of-Domain Detection with Bayesian Approximation COLING 2022
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022
Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking EMNLP 2022
UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning EMNLP 2022
Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition EMNLP 2022
Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning EMNLP 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold NAACL 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization NAACL 2022
Give the Truth: Incorporate Semantic Slot into Abstractive Dialogue Summarization EMNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer ACL 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System ACL 2021
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System IJCNLP 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer IJCNLP 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning IJCNLP 2021
Large-Scale Relation Learning for Question Answering over Knowledge Bases with Pre-trained Language Models EMNLP 2021
Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization EMNLP 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021
A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization EMNLP 2021
Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System IJCNLP 2021
Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack NAACL 2021
Adversarial Self-Supervised Learning for Out-of-Domain Detection NAACL 2021
Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System ACL 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021
Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs AAAI 2020
Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack COLING 2020
Adversarial Semantic Decoupling for Recognizing Open-Vocabulary Slots EMNLP 2020
A Deep Generative Distance-Based Classifier for Out-of-Domain Detection with Mahalanobis Space COLING 2020
Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words COLING 2020
Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge ACL 2020
Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network NAACL 2018
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018
DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction ACL 2018
Bitext Name Tagging for Cross-lingual Entity Annotation Projection COLING 2016