Guanting Dong
33 papers · 2020–2026 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (66) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Mega-Team · Squad
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Dynamic Duo
(12)
❓
The Questioner
(2)
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Unstoppable · Bronze
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Century Club · Bronze
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Prolific Year · Prolific
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Renaissance Researcher
(6)
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Keyword Collector
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Top co-authors
Research topics
Artificial Intelligence
(22)
Machine Learning
(22)
Natural Language Processing
(21)
Core AI · Artificial Intelligence
(20)
Deep Learning
(18)
Learning Types · Machine Learning
(16)
Applications
(12)
Application Areas
(10)
Learning Types · Deep Learning
(9)
Models
(9)
Resources & Methods
(9)
Computer Vision
(6)
Generation
(5)
Learning Paradigms
(5)
Core AI · Computer Vision
(4)
Keywords
large language model
(11)
retrieval-augmented generation
(5)
slot filling
(4)
multi-task learning
(3)
task-oriented dialogue
(3)
zero-shot learning
(3)
supervised fine-tuning
(3)
dialogue system
(3)
prompt learning
(2)
instruction following
(2)
dialogue state tracking
(2)
few-shot learning
(2)
reinforcement learning
(2)
mathematical reasoning
(2)
code generation
(2)
visual reasoning
(2)
cross-domain learning
(2)
data augmentation
(2)
domain adaptation
(2)
semantic parsing
(2)
Papers
DecIF: Improving Instruction-Following through Decomposition
ACL 2026
ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration
ACL 2026
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation
NAACL 2025
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
ICLR 2025
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
ACL 2025
PreAct: Prediction Enhances Agent’s Planning Ability
COLING 2025
Progressive Multimodal Reasoning via Active Retrieval
ACL 2025
RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation
ACL 2025
Search-o1: Agentic Search-Enhanced Large Reasoning Models
EMNLP 2025
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
ICLR 2025
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation
AAAI 2025
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me
ACL 2025
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?
ACL 2025
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
ACL 2024
Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning
NAACL 2024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning
ACL 2024
Exploiting Dual-Correlation for Multi-frame Time-of-Flight Denoising
ECCV 2024
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
ACL 2024
How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data
EMNLP 2024
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
EMNLP 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
ACL 2024
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task
EMNLP 2023
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction
EMNLP 2023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting
ACL 2023
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT
EMNLP 2023
Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task
ACL 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking
EMNLP 2023
Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition
EMNLP 2022
Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking
EMNLP 2022
Exploiting Rigidity Constraints for LiDAR Scene Flow Estimation
CVPR 2022
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling
COLING 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems
EMNLP 2022
Spatial Hierarchy Aware Residual Pyramid Network for Time-of-Flight Depth Denoising
ECCV 2020