Dayiheng Liu

52 papers · 2019–2025 · 9 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (94) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (9) 🏠 Conference Loyalist (20) 🤝 Dynamic Duo (26) 🏆 Grand Slam 🔬 Deep Specialist (13) 🧬 Topic Evolution ⚡ Prolific Year (5) ❓ The Questioner (2) 📈 Trend Setter 🗃️ Keyword Collector (244) 🔥 Unstoppable (7) 💎 Century Club (52)

Conferences

ACL (20) EMNLP (14) NAACL (5) AAAI (4) IJCNLP (4) COLING (2) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Baosong Yang (26) Jiancheng Lv (13) jun xie (12) Haibo Zhang (12) Yeyun Gong (10) Wenqiang Lei (9) Jie Fu (8) Nan Duan (8) Junyang Lin (8) Jinsong Su (7)

Keywords

neural machine translation (8) large language model (8) text generation (7) pretrained language model (5) natural language generation (5) language model (4) quality estimation (4) self-supervised learning (4) contrastive learning (4) text summarization (3) reinforcement learning (3) transfer learning (3) mathematical reasoning (3) unsupervised learning (3) question generation (3) non-autoregressive generation (3) catastrophic forgetting (2) language modeling (2) knowledge distillation (2) embedding learning (2)

Papers

HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning ACL 2025

The Lessons of Developing Process Reward Models in Mathematical 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

DataMan: Data Manager for Pre-training Large Language Models ICLR 2025

START: Self-taught Reasoner with Tools EMNLP 2025

ProcessBench: Identifying Process Errors in Mathematical Reasoning ACL 2025

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models ACL 2025

MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 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

Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024

Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation EMNLP 2023

Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints ACL 2023

Noisy Pair Corrector for Dense Retrieval EMNLP 2023

Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation ACL 2023

MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023

EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning NIPS 2023

Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation ACL 2023

Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023

Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation NAACL 2022

KGR4: Retrieval, Retrospect, Refine and Rethink for Commonsense Generation AAAI 2022

Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022

UniTE: Unified Translation Evaluation ACL 2022

Unsupervised Preference-Aware Language Identification ACL 2022

Attention Mechanism with Energy-Friendly Operations ACL 2022

GCPG: A General Framework for Controllable Paraphrase Generation ACL 2022

Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? EMNLP 2022

Alibaba-Translate China’s Submission for WMT2022 Metrics Shared Task EMNLP 2022

Alibaba-Translate China’s Submission for WMT 2022 Quality Estimation Shared Task EMNLP 2022

Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL 2022

Self-supervised Product Title Rewrite for Product Listing Ads NAACL 2022

Dangling-Aware Entity Alignment with Mixed High-Order Proximities NAACL 2022

Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ACL 2021

RoBLEURT Submission for WMT2021 Metrics Task EMNLP 2021

GLGE: A New General Language Generation Evaluation Benchmark IJCNLP 2021

POS-Constrained Parallel Decoding for Non-autoregressive Generation ACL 2021

Towards User-Driven Neural Machine Translation ACL 2021

GLGE: A New General Language Generation Evaluation Benchmark ACL 2021

Mask Attention Networks: Rethinking and Strengthen Transformer NAACL 2021

BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining ICML 2021

Towards User-Driven Neural Machine Translation IJCNLP 2021

POS-Constrained Parallel Decoding for Non-autoregressive Generation IJCNLP 2021

Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation IJCNLP 2021

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation EMNLP 2020

RikiNet: Reading Wikipedia Pages for Natural Question Answering ACL 2020

ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training EMNLP 2020

Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space EMNLP 2020

Revision in Continuous Space: Unsupervised Text Style Transfer without Adversarial Learning AAAI 2020

TIGS: An Inference Algorithm for Text Infilling with Gradient Search ACL 2019