Shaohan Huang

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