Wentao Ma
18 papers · 2019–2025 · 8 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 Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (41)
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Topic Evolution
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Keyword Collector
(104)
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Century Club Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(6)
Top co-authors
Research topics
Natural Language Processing
(12)
Artificial Intelligence
(8)
Machine Learning
(8)
Core AI
(8)
Generation
(8)
Resources & Methods
(8)
Deep Learning
(6)
Applications
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(4)
Computer Vision
(3)
Architectures
(3)
Speech & Audio
(2)
Analysis
(2)
Application Areas
(2)
Keywords
machine reading comprehension
(4)
large language model
(4)
question answering
(3)
dialogue system
(2)
llm agent
(2)
task-oriented dialogue
(2)
word alignment
(2)
response selection
(2)
policy optimization
(1)
hyperparameter optimization
(1)
adversarial robustness
(1)
object detection
(1)
direct preference optimization
(1)
attention mechanism
(1)
zero-shot learning
(1)
scene understanding
(1)
prompt engineering
(1)
text classification
(1)
feature learning
(1)
cross-lingual transfer
(1)
Papers
EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning
ACL 2025
SDPO: Segment-Level Direct Preference Optimization for Social Agents
ACL 2025
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers
ICCV 2025
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
EMNLP 2024
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models
COLING 2024
Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning
AAAI 2024
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt
COLING 2024
Learning To Exploit the Sequence-Specific Prior Knowledge for Image Processing Pipelines Optimization
CVPR 2023
Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
ACL 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
NeurIPS 2023
Benchmarking Robustness of Machine Reading Comprehension Models
ACL 2021
Bilingual Alignment Pre-Training for Zero-Shot Cross-Lingual Transfer
EMNLP 2021
A Sentence Cloze Dataset for Chinese Machine Reading Comprehension
COLING 2020
CharBERT: Character-aware Pre-trained Language Model
COLING 2020
Conversational Word Embedding for Retrieval-Based Dialog System
ACL 2020
A Span-Extraction Dataset for Chinese Machine Reading Comprehension
EMNLP 2019
Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions
AAAI 2019
TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
CoNLL 2019