Yan Song

Efficient Reinforcement Learning with Large Language Model Priors ICLR 2025 Reinforcement Learning from Imperfect Corrective Actions and Proxy Rewards ICLR 2025 Agreement aware and dissimilarity oriented GLOM ICCV 2025 medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs COLING 2025 Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics NAACL 2024 MAT-SED: A Masked Audio Transformer with Masked-Reconstruction Based Pre-training for Sound Event Detection INTERSPEECH 2024 Aspect-based Sentiment Analysis with Context Denoising NAACL 2024 Bootstrapping Large Language Models for Radiology Report Generation AAAI 2024 An Effective Local Prototypical Mapping Network for Speech Emotion Recognition INTERSPEECH 2024 DB-PMAE: Dual-Branch Prototypical Masked AutoEncoder with locality for domain robust speaker verification INTERSPEECH 2024 AI-Olympics: Exploring the Generalization of Agents through Open Competitions IJCAI 2024 RESEMO: A Benchmark Chinese Dataset for Studying Responsive Emotion from Social Media Content ACL 2024 Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness ACL 2024 ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences ACL 2024 Learning Multimodal Contrast with Cross-modal Memory and Reinforced Contrast Recognition ACL 2024 Dialogue Summarization with Mixture of Experts based on Large Language Models ACL 2024 Large Language Models Are No Longer Shallow Parsers ACL 2024 Norface: Improving Facial Expression Analysis by Identity Normalization ECCV 2024 Learning Semantic Relationship Among Instances for Image-Text Matching CVPR 2023 Improving Image Captioning via Predicting Structured Concepts EMNLP 2023 Neural Episodic Control with State Abstraction ICLR 2023 Text Style Transfer with Contrastive Transfer Pattern Mining ACL 2023 End-to-end Aspect-based Sentiment Analysis with Combinatory Categorial Grammar ACL 2023 Fine-tuning Audio Spectrogram Transformer with Task-aware Adapters for Sound Event Detection INTERSPEECH 2023 Robust Prototype Learning for Anomalous Sound Detection INTERSPEECH 2023 Reinforced Cross-modal Alignment for Radiology Report Generation ACL 2022 Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022 Acoustic Feature Shuffling Network for Text-independent Speaker Verification INTERSPEECH 2022 Class-Aware Distribution Alignment based Unsupervised Domain Adaptation for Speaker Verification INTERSPEECH 2022 Combinatory Grammar Tells Underlying Relevance among Entities EMNLP 2022 Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing COLING 2022 Chinese Couplet Generation with Syntactic Information COLING 2022 Improving English-Arabic Transliteration with Phonemic Memories EMNLP 2022 Composing Ci with Reinforced Non-autoregressive Text Generation EMNLP 2022 Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts NAACL 2021 Improving Arabic Diacritization with Regularized Decoding and Adversarial Training IJCNLP 2021 Aspect-based Sentiment Analysis with Type-aware Graph Convolutional Networks and Layer Ensemble NAACL 2021 Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation IJCNLP 2021 Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks IJCNLP 2021 Cross-modal Memory Networks for Radiology Report Generation IJCNLP 2021 Relation Extraction with Type-aware Map Memories of Word Dependencies ACL 2021 Federated Chinese Word Segmentation with Global Character Associations ACL 2021 TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation ACL 2021 A Weight Moving Average Based Alternate Decoupled Learning Algorithm for Long-Tailed Language Identification INTERSPEECH 2021 Word Graph Guided Summarization for Radiology Findings ACL 2021 An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection INTERSPEECH 2021 Enhancing Aspect-level Sentiment Analysis with Word Dependencies EACL 2021 Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories EMNLP 2021 Word Graph Guided Summarization for Radiology Findings IJCNLP 2021 TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation IJCNLP 2021 Federated Chinese Word Segmentation with Global Character Associations IJCNLP 2021 Relation Extraction with Type-aware Map Memories of Word Dependencies IJCNLP 2021 RevCore: Review-Augmented Conversational Recommendation IJCNLP 2021 Relation Extraction with Word Graphs from N-grams EMNLP 2021 RevCore: Review-Augmented Conversational Recommendation ACL 2021 Improving Arabic Diacritization with Regularized Decoding and Adversarial Training ACL 2021 Cross-modal Memory Networks for Radiology Report Generation ACL 2021 Dependency-driven Relation Extraction with Attentive Graph Convolutional Networks ACL 2021 Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation ACL 2021 Improving Constituency Parsing with Span Attention EMNLP 2020 Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL 2020 Improving Chinese Word Segmentation with Wordhood Memory Networks ACL 2020 Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge ACL 2020 Studying Challenges in Medical Conversation with Structured Annotation ACL 2020 Joint Aspect Extraction and Sentiment Analysis with Directional Graph Convolutional Networks COLING 2020 Summarizing Medical Conversations via Identifying Important Utterances COLING 2020 Meet Changes with Constancy: Learning Invariance in Multi-Source Translation COLING 2020 Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams COLING 2020 Named Entity Recognition for Social Media Texts with Semantic Augmentation EMNLP 2020 Generating Radiology Reports via Memory-driven Transformer EMNLP 2020 Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks EMNLP 2020 Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment AAAI 2020 Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information EMNLP 2020 ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations EMNLP 2020 An Effective Perturbation Based Semi-Supervised Learning Method for Sound Event Detection INTERSPEECH 2020 An Effective Speaker Recognition Method Based on Joint Identification and Verification Supervisions INTERSPEECH 2020 Semi-Supervised End-to-End ASR via Teacher-Student Learning with Conditional Posterior Distribution INTERSPEECH 2020 Reading Like HER: Human Reading Inspired Extractive Summarization IJCNLP 2019 What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues IJCNLP 2019 Multiplex Word Embeddings for Selectional Preference Acquisition IJCNLP 2019 Multiplex Word Embeddings for Selectional Preference Acquisition EMNLP 2019 What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues EMNLP 2019 Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019 Improving Aggregation and Loss Function for Better Embedding Learning in End-to-End Speaker Verification System INTERSPEECH 2019 An Effective Deep Embedding Learning Architecture for Speaker Verification INTERSPEECH 2019 WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference ACL 2019 ChiMed: A Chinese Medical Corpus for Question Answering ACL 2019 Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ACL 2019 Reinforced Training Data Selection for Domain Adaptation ACL 2019 Knowledge-aware Pronoun Coreference Resolution ACL 2019 Incorporating Context and External Knowledge for Pronoun Coreference Resolution NAACL 2019 Unsupervised Neural Aspect Extraction with Sememes IJCAI 2019 Improved Supervised Locality Preserving Projection for I-vector Based Speaker Verification INTERSPEECH 2018 An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition INTERSPEECH 2018 Early Detection of Continuous and Partial Audio Events Using CNN INTERSPEECH 2018 An Improved Deep Embedding Learning Method for Short Duration Speaker Verification INTERSPEECH 2018 Joint Learning Embeddings for Chinese Words and their Components via Ladder Structured Networks IJCAI 2018 Complementary Learning of Word Embeddings IJCAI 2018 Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings NAACL 2018 Coding Structures and Actions with the COSTA Scheme in Medical Conversations ACL 2018 Iterative Document Representation Learning Towards Summarization with Polishing EMNLP 2018 Generating Classical Chinese Poems via Conditional Variational Autoencoder and Adversarial Training EMNLP 2018 Topic Memory Networks for Short Text Classification EMNLP 2018 A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check EMNLP 2018 Acoustic Modeling with Densely Connected Residual Network for Multichannel Speech Recognition INTERSPEECH 2018 Domain Adaptation for Disease Phrase Matching with Adversarial Networks ACL 2018 hyperdoc2vec: Distributed Representations of Hypertext Documents ACL 2018 Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts NAACL 2018 Learning Word Representations with Regularization from Prior Knowledge CONLL 2017 Learning User Embeddings from Emails EACL 2017 End-to-End Language Identification Using High-Order Utterance Representation with Bilinear Pooling INTERSPEECH 2017 Robust Sound Event Detection in Continuous Audio Environments INTERSPEECH 2016 A Common Case of Jekyll and Hyde: The Synergistic Effect of Using Divided Source Training Data for Feature Augmentation IJCNLP 2013 Non-Monotonic Sentence Alignment via Semisupervised Learning ACL 2013 Entropy-based Training Data Selection for Domain Adaptation COLING 2012 Cross Language Dependency Parsing using a Bilingual Lexicon ACL 2009 Cross Language Dependency Parsing using a Bilingual Lexicon IJCNLP 2009