Liangyou Li

44 papers · 2012–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🏃 Academic Marathon (13) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (6) 🧬 Topic Evolution 🤝 Dynamic Duo (33) 🔬 Deep Specialist (15) 🔥 Unstoppable (7) 🗃️ Keyword Collector (170) 💎 Century Club (43) ⚡ Prolific Year (5) 🚀 Conference Pioneer

Conferences

ACL (15) EMNLP (11) IJCNLP (4) NAACL (4) AAAI (3) AACL (2) COLING (2) ICLR (2) EACL (1)

Top co-authors

Qun Liu (34) Xingshan Zeng (15) Xin Jiang (14) Lifeng Shang (13) Yufei Wang (10) Yasheng Wang (8) Yuxin Jiang (7) Meng Zhang (6) Andy Way (6) Ruiming Tang (5)

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) beam search (2) domain adaptation (2) supervised fine-tuning (2) translation quality (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

Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning EMNLP 2025

NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025

RevisEval: Improving LLM-as-a-Judge via Response-Adapted References ICLR 2025

Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step NAACL 2025

ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis NAACL 2025

Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge ACL 2025

Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025

Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework ACL 2025

Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization ICLR 2025

FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models ACL 2024

MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models EMNLP 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

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

Triangular Transfer: Freezing the Pivot for Triangular Machine Translation ACL 2022

Universal Conditional Masked Language Pre-training for Neural Machine Translation ACL 2022

FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models NAACL 2022

Document Graph for Neural Machine Translation EMNLP 2021

Future-Guided Incremental Transformer for Simultaneous Translation AAAI 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

Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 ACL 2021

Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training EMNLP 2021

Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption AAAI 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 IJCNLP 2021

Two Parents, One Child: Dual Transfer for Low-Resource Neural Machine Translation IJCNLP 2021

Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 IJCNLP 2021

HW-TSC’s Participation in the WMT 2020 News Translation Shared Task EMNLP 2020

HW-TSC’s Participation in the WAT 2020 Indic Languages Multilingual Task AACL 2020

HW-TSC’s Participation at WMT 2020 Quality Estimation Shared Task EMNLP 2020

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

Huawei’s NMT Systems for the WMT 2019 Biomedical Translation Task ACL 2019

Semantics-Enhanced Task-Oriented Dialogue Translation: A Case Study on Hotel Booking IJCNLP 2017

Context-Aware Graph Segmentation for Graph-Based Translation EACL 2017

Graph-Based Translation Via Graph Segmentation ACL 2016

Topic-Informed Neural Machine Translation COLING 2016

Phrase-Level Combination of SMT and TM Using Constrained Word Lattice ACL 2016

Dependency Graph-to-String Translation EMNLP 2015

Phrase-Based Evaluation for Machine Translation COLING 2012