Wentao Ma
20 papers · 2019–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(9)
🏃
Academic Marathon
(6)
🐣
Hot Topic Early Bird
🤝
Dynamic Duo
(10)
🧬
Topic Evolution
🗃️
Keyword Collector
(107)
🚀
Conference Pioneer
💎
Century Club
(20)
Conferences
ACL (5)
COLING (4)
EMNLP (3)
AAAI (2)
IJCNLP (2)
CONLL (1)
CVPR (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
machine reading comprehension
(4)
large language model
(4)
question answering
(3)
dialogue system
(2)
reading comprehension dataset
(2)
task-oriented dialogue
(2)
llm agent
(2)
word alignment
(2)
span extraction
(2)
response selection
(2)
policy optimization
(1)
object detection
(1)
direct preference optimization
(1)
attention mechanism
(1)
hyperparameter optimization
(1)
adversarial robustness
(1)
zero-shot learning
(1)
scene understanding
(1)
text classification
(1)
feature learning
(1)
Papers
EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning
ACL 2025
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers
ICCV 2025
SDPO: Segment-Level Direct Preference Optimization for Social Agents
ACL 2025
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt
COLING 2024
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
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
NIPS 2023
Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
ACL 2023
Learning To Exploit the Sequence-Specific Prior Knowledge for Image Processing Pipelines Optimization
CVPR 2023
Benchmarking Robustness of Machine Reading Comprehension Models
IJCNLP 2021
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
Conversational Word Embedding for Retrieval-Based Dialog System
ACL 2020
CharBERT: Character-aware Pre-trained Language Model
COLING 2020
A Span-Extraction Dataset for Chinese Machine Reading Comprehension
IJCNLP 2019
Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions
AAAI 2019
A Span-Extraction Dataset for Chinese Machine Reading Comprehension
EMNLP 2019
TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
CONLL 2019