Yin Zhang

46 papers · 2018–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (103) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (11) 🌍 Conference Polyglot (9) 🏃 Academic Marathon (7) 🤝 Dynamic Duo (10) 🏆 Keyword Champion (2) 💎 Century Club (44) 📈 Trend Setter ⚡ Prolific Year (7) 🗃️ Keyword Collector (228) 🔥 Unstoppable (8)

Conferences

EMNLP (16) ACL (6) NIPS (5) AAAI (4) COLING (4) IJCAI (4) IJCNLP (4) AACL (1) CVPR (1) JMLR (1)

Top co-authors

Qianglong Chen (10) Feng Ji (7) Zhi Li (6) Haiqing Chen (6) Ji Zhang (5) Yicheng Li (4) Yue Deng (3) Zehao Lin (3) Xiangji Zeng (3) Yao Wan (3)

Research topics

Keywords

large language model (6) contrastive learning (5) domain adaptation (5) pre-trained language model (5) task-oriented dialogue (4) knowledge distillation (4) few-shot learning (3) machine translation (3) text generation (3) optimal transport (3) self-supervised learning (3) prompt engineering (2) image classification (2) question answering (2) data augmentation (2) neural machine translation (2) zero-shot learning (2) text classification (2) catastrophic forgetting (2) multi-agent reinforcement learning (2)

Papers

Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation AAAI 2026

UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task IJCNLP 2025

Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning ACL 2025

Logic: Long-form Outline Generation via Imitative and Critical Self-refinement EMNLP 2025

UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task AACL 2025

A Survey on LLMs for Story Generation EMNLP 2025

Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024

Mixed Distillation Helps Smaller Language Models Reason Better EMNLP 2024

Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024

Parallelizing Model-based Reinforcement Learning Over the Sequence Length NIPS 2024

Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency COLING 2024

Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search EMNLP 2024

Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework COLING 2024

EFEVD: Enhanced Feature Extraction for Smart Contract Vulnerability Detection IJCAI 2024

Improving Multi-agent Reinforcement Learning with Stable Prefix Policy IJCAI 2024

ISP-Teacher:Image Signal Process with Disentanglement Regularization for Unsupervised Domain Adaptive Dark Object Detection AAAI 2024

DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection NIPS 2024

PowerPM: Foundation Model for Power Systems NIPS 2024

Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023

WYWEB: A NLP Evaluation Benchmark For Classical Chinese ACL 2023

Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023

Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning CVPR 2023

Boosting Multi-agent Reinforcement Learning via Contextual Prompting JMLR 2023

Back-Modality: Leveraging Modal Transformation for Data Augmentation NIPS 2023

HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022

OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification EMNLP 2022

Continual Few-shot Intent Detection COLING 2022

DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning IJCAI 2022

KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference IJCNLP 2021

Reinforced History Backtracking for Conversational Question Answering AAAI 2021

KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021

Disentangled Code Representation Learning for Multiple Programming Languages ACL 2021

Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing EMNLP 2021

Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021

UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021

Disentangled Code Representation Learning for Multiple Programming Languages IJCNLP 2021

Joint Partial Optimal Transport for Open Set Domain Adaptation IJCAI 2020

Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition EMNLP 2020

Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition EMNLP 2020

Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources COLING 2020

PARADE: A New Dataset for Paraphrase Identification Requiring Computer Science Domain Knowledge EMNLP 2020

MTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert AAAI 2020

Task-Oriented Conversation Generation Using Heterogeneous Memory Networks IJCNLP 2019

Task-Oriented Conversation Generation Using Heterogeneous Memory Networks EMNLP 2019

Fast Similarity Search via Optimal Sparse Lifting NIPS 2018