Zeqi Tan
20 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (50) π Keyword Champion (2)
π€
Dynamic Duo
(17)
β‘
Prolific Year Β· Productive
ποΈ
Keyword Collector
(116)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(17)
Natural Language Processing
(14)
Deep Learning
(10)
Learning Types Β· Machine Learning
(10)
Understanding
(10)
Artificial Intelligence
(9)
Core AI
(9)
Core Methods
(8)
Learning Types Β· Deep Learning
(8)
Application Areas
(5)
Applications
(4)
Models
(3)
Knowledge & Reasoning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Keywords
named entity recognition
(9)
data augmentation
(3)
contrastive learning
(2)
large language model
(2)
entity extraction
(2)
relation extraction
(2)
low-resource setting
(2)
generative model
(2)
equation generation
(2)
mathematical reasoning
(2)
nested entity
(2)
span classification
(2)
information extraction
(2)
factual accuracy
(1)
policy optimization
(1)
knowledge distillation
(1)
preference learning
(1)
few-shot learning
(1)
semantic parsing
(1)
optimal transport
(1)
Papers
G2LDetect: A Global-to-Local Approach for Hallucination Detection
AAAI 2025
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
EMNLP 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
ACL 2024
Information Re-Organization Improves Reasoning in Large Language Models
NeurIPS 2024
Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning
ACL 2024
Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
EMNLP 2024
An Expression Tree Decoding Strategy for Mathematical Equation Generation
EMNLP 2023
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
SemEval 2023
GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks
ACL 2023
Improving Low-resource Named Entity Recognition with Graph Propagated Data Augmentation
ACL 2023
MProto: Multi-Prototype Network with Denoised Optimal Transport for Distantly Supervised Named Entity Recognition
EMNLP 2023
PromptNER: Prompt Locating and Typing for Named Entity Recognition
ACL 2023
De-Bias for Generative Extraction in Unified NER Task
ACL 2022
Multi-View Reasoning: Consistent Contrastive Learning for Math Word Problem
EMNLP 2022
Parallel Instance Query Network for Named Entity Recognition
ACL 2022
Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition
IJCAI 2022
Query-based Instance Discrimination Network for Relational Triple Extraction
EMNLP 2022
A Sequence-to-Set Network for Nested Named Entity Recognition
IJCAI 2021
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition
ACL 2021
N-ary Constituent Tree Parsing with Recursive Semi-Markov Model
ACL 2021