Dayiheng Liu
51 papers · 2019–2026 · 8 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.
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Research topics
Natural Language Processing
(39)
Machine Learning
(33)
Artificial Intelligence
(27)
Learning Types Β· Machine Learning
(26)
Core AI
(22)
Deep Learning
(21)
Applications
(20)
Generation
(14)
Learning Types Β· Deep Learning
(13)
Resources & Methods
(12)
Core Methods
(10)
Architectures
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Application Areas
(6)
Learning Paradigms
(6)
Optimization & Theory
(6)
Keywords
large language model
(10)
neural machine translation
(7)
text generation
(7)
pre-trained language model
(5)
quality estimation
(4)
self-supervised learning
(4)
natural language generation
(4)
language model
(4)
question generation
(3)
reinforcement learning
(3)
contrastive learning
(3)
mathematical reasoning
(3)
unsupervised learning
(3)
catastrophic forgetting
(2)
domain adaptation
(2)
text summarization
(2)
paraphrase generation
(2)
transfer learning
(2)
representation learning
(2)
gradient-based optimization
(2)
Papers
Controllable LLM Reasoning via Sparse Autoencoder-Based Steering
ACL 2026
MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation
ACL 2026
PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
ACL 2026
DataMan: Data Manager for Pre-training Large Language Models
ICLR 2025
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
ACL 2025
HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
ACL 2025
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback
ACL 2025
NOVA-63: Native Omni-lingual Versatile Assessments of 63 Disciplines
EMNLP 2025
P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
EMNLP 2025
ProcessBench: Identifying Process Errors in Mathematical Reasoning
ACL 2025
START: Self-taught Reasoner with Tools
EMNLP 2025
The Lessons of Developing Process Reward Models in Mathematical Reasoning
ACL 2025
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
ACL 2024
Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval
COLING 2024
MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation
COLING 2024
Rationales for Answers to Simple Math Word Problems Confuse Large Language Models
ACL 2024
Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation
AAAI 2024
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation
ACL 2023
Dynamic Voting for Efficient Reasoning in Large Language Models
EMNLP 2023
EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning
NeurIPS 2023
Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints
ACL 2023
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization
EMNLP 2023
Noisy Pair Corrector for Dense Retrieval
EMNLP 2023
Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation
ACL 2023
Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation
EMNLP 2023
Alibaba-Translate Chinaβs Submission for WMT2022 Metrics Shared Task
EMNLP 2022
Alibaba-Translate Chinaβs Submission for WMT 2022 Quality Estimation Shared Task
EMNLP 2022
Attention Mechanism with Energy-Friendly Operations
ACL 2022
Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation
NAACL 2022
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality?
EMNLP 2022
Dangling-Aware Entity Alignment with Mixed High-Order Proximities
NAACL 2022
Frequency-Aware Contrastive Learning for Neural Machine Translation
AAAI 2022
GCPG: A General Framework for Controllable Paraphrase Generation
ACL 2022
KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation
AAAI 2022
Self-supervised Product Title Rewrite for Product Listing Ads
NAACL 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis
NAACL 2022
UniTE: Unified Translation Evaluation
ACL 2022
Unsupervised Preference-Aware Language Identification
ACL 2022
BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining
ICML 2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation
ACL 2021
GLGE: A New General Language Generation Evaluation Benchmark
ACL 2021
Mask Attention Networks: Rethinking and Strengthen Transformer
NAACL 2021
POS-Constrained Parallel Decoding for Non-autoregressive Generation
ACL 2021
RoBLEURT Submission for WMT2021 Metrics Task
EMNLP 2021
Towards User-Driven Neural Machine Translation
ACL 2021
Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation
EMNLP 2020
ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training
EMNLP 2020
Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning
AAAI 2020
RikiNet: Reading Wikipedia Pages for Natural Question Answering
ACL 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space
EMNLP 2020
TIGS: An Inference Algorithm for Text Infilling with Gradient Search
ACL 2019