Shaohan Huang

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