Liangyou Li
41 papers · 2012–2026 · 9 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 (64) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
🔬
Deep Specialist
(17)
🤝
Dynamic Duo
(31)
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
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Prolific Year · Productive
💎
Century Club · Bronze
🗃️
Keyword Collector
(172)
Top co-authors
Research topics
Natural Language Processing
(31)
Machine Learning
(23)
Applications
(23)
Artificial Intelligence
(22)
Core AI
(20)
Deep Learning
(13)
Learning Types · Machine Learning
(13)
Resources & Methods
(10)
Application Areas
(8)
Learning Types · Deep Learning
(8)
Optimization & Theory · Machine Learning
(7)
Generation
(6)
Architectures
(5)
Learning Paradigms
(5)
Optimization & Theory · Deep Learning
(3)
Keywords
neural machine translation
(9)
large language model
(6)
transfer learning
(5)
knowledge distillation
(4)
benchmark evaluation
(3)
machine translation
(3)
multi-task learning
(3)
chain-of-thought reasoning
(3)
language model
(3)
simultaneous translation
(3)
supervised fine-tuning
(2)
direct preference optimization
(2)
domain adaptation
(2)
beam search
(2)
mathematical reasoning
(2)
pre-trained model
(2)
multilingual translation
(2)
transformer architecture
(2)
ensemble learning
(2)
language model evaluation
(2)
Papers
ToolACE-R: Model-aware Iterative Training and Adaptive Refinement for Tool learning
AAAI 2026
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
ICLR 2025
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step
NAACL 2025
Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge
ACL 2025
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework
ACL 2025
NILE: Internal Consistency Alignment in Large Language Models
EMNLP 2025
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
ICLR 2025
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning
EMNLP 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
ACL 2025
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis
NAACL 2025
FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
ACL 2024
Learning to Edit: Aligning LLMs with Knowledge Editing
ACL 2024
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models
ACL 2024
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models
EMNLP 2024
AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation
EMNLP 2023
SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme
ACL 2023
End-to-End Simultaneous Speech Translation with Pretraining and Distillation: Huawei Noah’s System for AutoSimTranS 2022
NAACL 2022
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models
NAACL 2022
Triangular Transfer: Freezing the Pivot for Triangular Machine Translation
ACL 2022
Universal Conditional Masked Language Pre-training for Neural Machine Translation
ACL 2022
Document Graph for Neural Machine Translation
EMNLP 2021
Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption
AAAI 2021
Future-Guided Incremental Transformer for Simultaneous Translation
AAAI 2021
Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021
ACL 2021
NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation
EMNLP 2021
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer
ACL 2021
Two Parents, One Child: Dual Transfer for Low-Resource Neural Machine Translation
ACL 2021
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training
EMNLP 2021
A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation
AACL 2020
Huawei’s Submissions to the WMT20 Biomedical Translation Task
EMNLP 2020
HW-TSC’s Participation at WMT 2020 Quality Estimation Shared Task
EMNLP 2020
HW-TSC’s Participation in the WAT 2020 Indic Languages Multilingual Task
AACL 2020
HW-TSC’s Participation in the WMT 2020 News Translation Shared Task
EMNLP 2020
Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task
ACL 2019
Context-Aware Graph Segmentation for Graph-Based Translation
EACL 2017
Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking
IJCNLP 2017
Graph-Based Translation Via Graph Segmentation
ACL 2016
Phrase-Level Combination of SMT and TM Using Constrained Word Lattice
ACL 2016
Topic-Informed Neural Machine Translation
COLING 2016
Dependency Graph-to-String Translation
EMNLP 2015
Phrase-Based Evaluation for Machine Translation
COLING 2012