← Authors

Shaohan Huang

60 papers · 2017–2026 · 12 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer πŸƒ Academic Marathon (8) 🀝 Dynamic Duo (57) πŸ† Grand Slam πŸ”¬ Deep Specialist (20) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (15) πŸ—ƒοΈ Keyword Collector (231) πŸ’Ž Century Club (59) πŸ”₯ Unstoppable (9)

Conferences

ACL (18) EMNLP (14) NIPS (6) AAAI (5) ICLR (4) IJCNLP (4) COLING (3) EACL (2) AACL (1) ICCV (1) ICML (1) JMLR (1)

Top co-authors

Furu Wei (58) Li Dong (26) Qi Zhang (14) Shuming Ma (13) Weiwei Deng (12) Wenhui Wang (12) XIA SONG (11) Saksham Singhal (10) Haizhen Huang (10) Zihan Zhang (10)

Research topics

Privacy (1)

Keywords

large language model (9) text generation (7) cross-lingual transfer (7) language model (5) cross-lingual language model (5) sentence embedding (4) knowledge distillation (4) multilingual model (4) multimodal large language model (4) reinforcement learning (4) masked language modeling (3) representation learning (3) contrastive learning (3) domain adaptation (3) human preference (3) named entity recognition (3) mixture of expert (3) zero-shot learning (3) machine translation (3) transformer architecture (3)

Papers

Reasoning with Exploration: An Entropy Perspective AAAI 2026
Context-DPO: Aligning Language Models for Context-Faithfulness ACL 2025
On Domain-Adaptive Post-Training for Multimodal Large Language Models EMNLP 2025
GeAR: Generation Augmented Retrieval ACL 2025
Textual Aesthetics in Large Language Models EMNLP 2025
NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025
BitNet: 1-bit Pre-training for Large Language Models JMLR 2025
Rethinking DPO-style Diffusion Aligning Frameworks ICCV 2025
Boosting Text-to-Video Generative Model with MLLMs Feedback NIPS 2024
Multi-Head Mixture-of-Experts NIPS 2024
Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP 2024
Scaling Sentence Embeddings with Large Language Models EMNLP 2024
Text Diffusion with Reinforced Conditioning AAAI 2024
Grounding Multimodal Large Language Models to the World ICLR 2024
Adapting Large Language Models via Reading Comprehension ICLR 2024
You Only Cache Once: Decoder-Decoder Architectures for Language Models NIPS 2024
Multimodal Large Language Models Make Text-to-Image Generative Models Align Better NIPS 2024
HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL 2024
Se2: Sequential Example Selection for In-Context Learning ACL 2024
ResLoRA: Identity Residual Mapping in Low-Rank Adaption ACL 2024
Mixture of LoRA Experts ICLR 2024
Kosmos-G: Generating Images in Context with Multimodal Large Language Models ICLR 2024
Calibrating LLM-Based Evaluator COLING 2024
Pre-training Language Model as a Multi-perspective Course Learner ACL 2023
Language Is Not All You Need: Aligning Perception with Language Models NIPS 2023
Magneto: A Foundation Transformer ICML 2023
MoEC: Mixture of Expert Clusters AAAI 2023
Democratizing Reasoning Ability: Tailored Learning from Large Language Model EMNLP 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation EMNLP 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL 2023
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL 2023
A Length-Extrapolatable Transformer ACL 2023
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning ACL 2023
PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022
Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA ACL 2022
THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption ACL 2022
On the Representation Collapse of Sparse Mixture of Experts NIPS 2022
CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation EMNLP 2022
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task EMNLP 2021
Consistency Regularization for Cross-Lingual Fine-Tuning ACL 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment ACL 2021
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains ACL 2021
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers ACL 2021
Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings EACL 2021
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs EMNLP 2021
Allocating Large Vocabulary Capacity for Cross-Lingual Language Model Pre-Training EMNLP 2021
Consistency Regularization for Cross-Lingual Fine-Tuning IJCNLP 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment IJCNLP 2021
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains IJCNLP 2021
MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers IJCNLP 2021
Unsupervised Fine-tuning for Text Clustering COLING 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths AACL 2020
DocBank: A Benchmark Dataset for Document Layout Analysis COLING 2020
Dictionary-Guided Editing Networks for Paraphrase Generation AAAI 2019
Response Generation by Context-Aware Prototype Editing AAAI 2019
Neural Document Summarization by Jointly Learning to Score and Select Sentences ACL 2018
Learning to Generate Product Reviews from Attributes EACL 2017
SuperAgent: A Customer Service Chatbot for E-commerce Websites ACL 2017