Maximillian Chen
11 papers · 2022–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
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Keyword Collector
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Research topics
Natural Language Processing
(8)
Artificial Intelligence
(7)
Machine Learning
(7)
Learning Types · Machine Learning
(6)
Core AI · Artificial Intelligence
(5)
Generation
(5)
Resources & Methods
(3)
Deep Learning
(2)
Application Areas
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Learning Paradigms
(2)
Computer Vision
(1)
Applications
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Core AI · Computer Vision
(1)
Core Methods
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Learning Types · Deep Learning
(1)
Keywords
dialogue system
(2)
large language model
(2)
prompt engineering
(2)
task-oriented dialogue
(2)
fact verification
(1)
speech recognition
(1)
multi-task learning
(1)
preference optimization
(1)
transfer learning
(1)
multimodal learning
(1)
dialogue generation
(1)
intent classification
(1)
synthetic data generation
(1)
monte carlo tree search
(1)
language model
(1)
constituency parsing
(1)
vision-language model
(1)
controllable generation
(1)
tabular data
(1)
few-shot learning
(1)
Papers
Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts
NAACL 2025
Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling
ACL 2025
Learning to Clarify: Multi-turn Conversations with Action-Based Contrastive Self-Training
ICLR 2025
M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data
ACL 2025
VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation
EMNLP 2024
Controllable Mixed-Initiative Dialogue Generation through Prompting
ACL 2023
FastKASSIM: A Fast Tree Kernel-Based Syntactic Similarity Metric
EACL 2023
PLACES: Prompting Language Models for Social Conversation Synthesis
EACL 2023
Pre-Finetuning for Few-Shot Emotional Speech Recognition
Interspeech 2023
Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning
EMNLP 2023
Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue
AACL 2022