Dongwei Jiang
8 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
❓
The Questioner
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(6)
Generation
(5)
Deep Learning
(4)
Optimization & Theory
(4)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(3)
prompt engineering
(2)
logical reasoning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
natural language inference
(1)
speech recognition
(1)
model evaluation
(1)
code generation
(1)
sequence representation
(1)
rationale extraction
(1)
formal methods
(1)
process supervision
(1)
textual entailment
(1)
neural theorem proving
(1)
reconstruction loss
(1)
reasoning improvement
(1)
dialogue system
(1)
generative capability
(1)
entailment tree
(1)
Papers
Benchmarking Language Model Creativity: A Case Study on Code Generation
NAACL 2025
RATIONALYST: Pre-training Process-Supervision for Improving Reasoning
ACL 2025
SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses
AAAI 2025
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
ICLR 2025
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic
EMNLP 2024
LeanReasoner: Boosting Complex Logical Reasoning with Lean
NAACL 2024
Speech SimCLR: Combining Contrastive and Reconstruction Objective for Self-Supervised Speech Representation Learning
Interspeech 2021
TMT: A Transformer-Based Modal Translator for Improving Multimodal Sequence Representations in Audio Visual Scene-Aware Dialog
Interspeech 2020