← Authors

Yong Jiang

125 papers · 2016–2026 · 18 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (17) 🧭 Keyword Pioneer 🌍 Conference Polyglot (18) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (10) 🏠 Conference Loyalist (29) πŸ† Grand Slam 🧬 Topic Evolution 🀝 Dynamic Duo (50) πŸ”¬ Deep Specialist (18) πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸ’Ž Century Club (122) πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (484) ❓ The Questioner (3) ⚑ Prolific Year (14) πŸš€ Conference Pioneer

Conferences

EMNLP (29) ACL (28) IJCNLP (11) NIPS (11) AAAI (10) ICLR (8) NAACL (6) COLING (5) IJCAI (4) EACL (3) ICCV (2) SEMEVAL (2) WACV (1) UAI (1) MICCAI (1) ICML (1) ECCV (1) CVPR (1)

Top co-authors

Kewei Tu (50) Fei Huang (50) Pengjun Xie (39) Xinyu Wang (22) Tao Wang (20) Zhongqiang Huang (18) Shu-Tao Xia (17) Nguyen Bach (16) Xiaobin Wang (13) Wenjuan Han (12)

Research topics

Applications (1) Privacy (1) Education (1)

Keywords

large language model (17) named entity recognition (16) retrieval-augmented generation (11) neural network (11) dependency parsing (11) structured prediction (9) sequence labeling (7) domain adaptation (7) cross-lingual transfer (6) unsupervised learning (6) information retrieval (6) grammar induction (6) knowledge distillation (5) embedding concatenation (4) reinforcement learning (4) entity typing (4) variational inference (4) knowledge base (4) conditional random field (4) unsupervised dependency parsing (4)

Papers

RatioSketch: Towards More Accurate Frequency Estimation in Data Streams via a Lightweight Neural Network AAAI 2026
Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval AAAI 2026
Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties EACL 2026
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark COLING 2025
DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling EMNLP 2025
EvolveSearch: An Iterative Self-Evolving Search Agent EMNLP 2025
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025
QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language ACL 2025
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement ACL 2025
Agentic Knowledgeable Self-awareness ACL 2025
WebWalker: Benchmarking LLMs in Web Traversal ACL 2025
Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling EMNLP 2025
ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions EMNLP 2025
KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models EMNLP 2025
SpecCoT: Accelerating Chain-of-Thought Reasoning through Speculative Exploration EMNLP 2025
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking EMNLP 2025
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent ICLR 2025
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models AAAI 2025
CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning AAAI 2025
Benchmarking Agentic Workflow Generation ICLR 2025
LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing ICML 2025
Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization NAACL 2025
Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025
Efficient Differentiable Approximation of Generalized Low-rank Regularization IJCAI 2025
Hierarchical Corpus-View-Category Refinement for Carotid Plaque Risk Grading in Ultrasound MICCAI 2025
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding AAAI 2024
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process EMNLP 2024
Retrieved In-Context Principles from Previous Mistakes EMNLP 2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG EMNLP 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024
Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024
Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network AAAI 2024
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce AAAI 2024
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models NIPS 2024
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning NAACL 2024
Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection NIPS 2024
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models ACL 2024
Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters ACL 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024
Agent Planning with World Knowledge Model NIPS 2024
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection IJCAI 2024
Periodicity Decoupling Framework for Long-term Series Forecasting ICLR 2024
Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark ICLR 2024
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning ICLR 2024
Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing ACL 2023
Do PLMs Know and Understand Ontological Knowledge? ACL 2023
Interpreting Unsupervised Anomaly Detection in Security via Rule Extraction NIPS 2023
Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model ICCV 2023
COMBO: A Complete Benchmark for Open KG Canonicalization EACL 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER IJCAI 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition SEMEVAL 2023
Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks ACL 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning ACL 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition ACL 2023
Covariate-Shift Generalization via Random Sample Weighting AAAI 2023
Improving Low-resource Named Entity Recognition with Graph Propagated Data Augmentation ACL 2023
MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition ACL 2023
Metis: Understanding and Enhancing In-Network Regular Expressions NIPS 2023
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition NAACL 2022
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition NAACL 2022
Domain-Specific NER via Retrieving Correlated Samples COLING 2022
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments COLING 2022
DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition SEMEVAL 2022
Few-Shot Backdoor Attacks on Visual Object Tracking ICLR 2022
Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field EMNLP 2022
Deep Dirichlet process mixture models UAI 2022
Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection NIPS 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval EMNLP 2022
Defending against Model Stealing via Verifying Embedded External Features AAAI 2022
Generalized Supervised Attention for Text Generation ACL 2021
Clustering Effect of Adversarial Robust Models NIPS 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor ACL 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning ACL 2021
Automated Concatenation of Embeddings for Structured Prediction ACL 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision ACL 2021
Towards Emotional Support Dialog Systems ACL 2021
Diversifying Dialog Generation via Adaptive Label Smoothing ACL 2021
Risk Minimization for Zero-shot Sequence Labeling ACL 2021
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings ACL 2021
Unsupervised Natural Language Parsing (Introductory Tutorial) EACL 2021
MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations EMNLP 2021
Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021
A Unified Encoding of Structures in Transition Systems EMNLP 2021
Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search ICLR 2021
Improving Adversarial Robustness via Channel-wise Activation Suppressing ICLR 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor IJCNLP 2021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning IJCNLP 2021
Automated Concatenation of Embeddings for Structured Prediction IJCNLP 2021
Multi-View Cross-Lingual Structured Prediction with Minimum Supervision IJCNLP 2021
Towards Emotional Support Dialog Systems IJCNLP 2021
Diversifying Dialog Generation via Adaptive Label Smoothing IJCNLP 2021
Risk Minimization for Zero-shot Sequence Labeling IJCNLP 2021
Generalized Supervised Attention for Text Generation IJCNLP 2021
Enhanced Universal Dependency Parsing with Automated Concatenation of Embeddings IJCNLP 2021
Reducing the Annotation Effort for Video Object Segmentation Datasets WACV 2021
Stochastic Deep Gaussian Processes over Graphs NIPS 2020
One-Shot Adversarial Attacks on Visual Tracking With Dual Attention CVPR 2020
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network EMNLP 2020
More Embeddings, Better Sequence Labelers? EMNLP 2020
A Survey of Unsupervised Dependency Parsing COLING 2020
An Investigation of Potential Function Designs for Neural CRF EMNLP 2020
Second-Order Unsupervised Neural Dependency Parsing COLING 2020
Enhanced Universal Dependency Parsing with Second-Order Inference and Mixture of Training Data ACL 2020
Structure-Level Knowledge Distillation For Multilingual Sequence Labeling ACL 2020
An Empirical Comparison of Unsupervised Constituency Parsing Methods ACL 2020
Improving Query Efficiency of Black-box Adversarial Attack ECCV 2020
Adversarial Attack and Defense of Structured Prediction Models EMNLP 2020
Variance Reduction via Accelerated Dual Averaging for Finite-Sum Optimization NIPS 2020
Optimistic Dual Extrapolation for Coherent Non-monotone Variational Inequalities NIPS 2020
Automatic Grassland Degradation Estimation Using Deep Learning IJCAI 2019
A Regularization-based Framework for Bilingual Grammar Induction IJCNLP 2019
Multilingual Grammar Induction with Continuous Language Identification IJCNLP 2019
Enhancing Unsupervised Generative Dependency Parser with Contextual Information ACL 2019
Bidirectional Transition-Based Dependency Parsing AAAI 2019
DAL: Dual Adversarial Learning for Dialogue Generation NAACL 2019
Hilbert-Based Generative Defense for Adversarial Examples ICCV 2019
Multilingual Grammar Induction with Continuous Language Identification EMNLP 2019
A Regularization-based Framework for Bilingual Grammar Induction EMNLP 2019
CRF Autoencoder for Unsupervised Dependency Parsing EMNLP 2017
Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition EMNLP 2017
Dependency Grammar Induction with Neural Lexicalization and Big Training Data EMNLP 2017
Semi-supervised Structured Prediction with Neural CRF Autoencoder EMNLP 2017
Accelerated Stochastic Greedy Coordinate Descent by Soft Thresholding Projection onto Simplex NIPS 2017
Unsupervised Neural Dependency Parsing EMNLP 2016