Shen Gao
34 papers · 2018–2026 · 6 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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πΊοΈ Taxonomy Completionist (60) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(19)
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Keyword Pioneer
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Deep Specialist
(10)
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Conference Pioneer
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Unstoppable Β· Bronze
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(166)
Top co-authors
Research topics
Natural Language Processing
(24)
Machine Learning
(19)
Generation
(19)
Deep Learning
(18)
Learning Types Β· Machine Learning
(16)
Artificial Intelligence
(15)
Core AI
(14)
Applications Β· Natural Language Processing
(9)
Learning Types Β· Deep Learning
(9)
Architectures
(7)
Core Methods
(5)
Resources & Methods
(5)
Models
(4)
Data Science & Analytics
(3)
Applications Β· Data Science & Analytics
(3)
Keywords
large language model
(7)
text summarization
(6)
abstractive summarization
(4)
contrastive learning
(3)
self-supervised learning
(3)
tool learning
(3)
language model
(3)
dialogue system
(3)
information retrieval
(3)
graph neural network
(3)
text generation
(3)
related work generation
(2)
attention mechanism
(2)
representation learning
(2)
multimodal summarization
(2)
supervised fine-tuning
(2)
iterative learning
(2)
retrieval-augmented generation
(2)
extractive summarization
(2)
machine unlearning
(2)
Papers
Beyond Superficial Forgetting: Thorough Unlearning Through Knowledge Density Estimation and Block Re-Insertion
AAAI 2026
DPEPO: Diverse Parallel Exploration Policy Optimization for LLM-based Agents
ACL 2026
Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs
ACL 2025
CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback
EMNLP 2025
CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis
ACL 2025
Lock on Target! Precision Unlearning via Directional Control
EMNLP 2025
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation
EMNLP 2025
360βREA: Towards A Reusable Experience Accumulation with 360β Assessment for Multi-Agent System
ACL 2024
Characteristic AI Agents via Large Language Models
COLING 2024
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum
AAAI 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
ACL 2024
Learning to Use Tools via Cooperative and Interactive Agents
EMNLP 2024
Contrastive Learning Reduces Hallucination in Conversations
AAAI 2023
Dialogue Summarization with Static-Dynamic Structure Fusion Graph
ACL 2023
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning
EMNLP 2023
SSP: Self-Supervised Post-training for Conversational Search
ACL 2023
Towards a Unified Framework for Reference Retrieval and Related Work Generation
EMNLP 2023
UMSE: Unified Multi-scenario Summarization Evaluation
ACL 2023
Neural Machine Translation with Contrastive Translation Memories
EMNLP 2022
Scientific Paper Extractive Summarization Enhanced by Citation Graphs
EMNLP 2022
Summarizing Procedural Text: Data and Approach
EMNLP 2022
BioGen: Generating Biography Summary under Table Guidance on Wikipedia
ACL 2021
Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation
ACL 2021
Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study
NAACL 2021
The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement
AAAI 2021
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information
IJCAI 2020
RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search (Student Abstract)
AAAI 2020
Selection and Generation: Learning towards Multi-Product Advertisement Post Generation
EMNLP 2020
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles
EMNLP 2020
Abstractive Text Summarization by Incorporating Reader Comments
AAAI 2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing
EMNLP 2019
Learning towards Abstractive Timeline Summarization
IJCAI 2019
Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism
IJCAI 2018
Iterative Document Representation Learning Towards Summarization with Polishing
EMNLP 2018