Xing Shi
14 papers · 2014–2026 · 5 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 (24) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
👥
Mega-Team · Squad
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Topic Evolution
🌈
Renaissance Researcher
(5)
❓
The Questioner
💎
Century Club · Bronze
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Keyword Collector
(50)
Venues
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Research topics
Natural Language Processing
(6)
Deep Learning
(5)
Machine Learning
(5)
Application Areas
(5)
Applications
(5)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Core Methods
(1)
Generation
(1)
Keywords
neural machine translation
(2)
machine translation
(2)
multi-task learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
word alignment
(1)
data augmentation
(1)
question generation
(1)
mutual information estimation
(1)
model evaluation
(1)
text generation
(1)
multimodal learning
(1)
natural language inference
(1)
video understanding
(1)
density estimation
(1)
efficient computing
(1)
importance sampling
(1)
signal-to-noise ratio
(1)
benchmark evaluation
(1)
transformer architecture
(1)
Papers
MMG: Mutual Information Estimation via the MMSE Gap in Diffusion
UAI 2026
AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking
EMNLP 2025
Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning
AAAI 2024
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling
AAAI 2024
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
NeurIPS 2024
Consecutive Question Generation via Dynamic Multitask Learning
EMNLP 2022
DiDi’s Machine Translation System for WMT2020
EMNLP 2020
FINDINGS OF THE IWSLT 2020 EVALUATION CAMPAIGN
ACL 2020
Hafez: an Interactive Poetry Generation System
ACL 2017
Speeding Up Neural Machine Translation Decoding by Shrinking Run-time Vocabulary
ACL 2017
Does String-Based Neural MT Learn Source Syntax?
EMNLP 2016
Generating Topical Poetry
EMNLP 2016
Why Neural Translations are the Right Length
EMNLP 2016
How to Speak a Language without Knowing It
ACL 2014