← Authors

Yan Song

117 papers · 2009–2025 · 14 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🌍 Conference Polyglot (14) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (16) πŸ—ΊοΈ Taxonomy Completionist (21) 🏠 Conference Loyalist (21) 🌟 Keyword Trendsetter Combo (5) 🀝 Dynamic Duo (38) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (23) πŸ—ƒοΈ Keyword Collector (52) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) πŸš€ Conference Pioneer ⚑ Prolific Year (7) πŸ’Ž Century Club (117)

Conferences

ACL (33) INTERSPEECH (21) EMNLP (19) IJCNLP (14) COLING (8) NAACL (7) IJCAI (4) ICLR (3) AAAI (2) EACL (2) CONLL (1) CVPR (1) ECCV (1) ICCV (1)

Top co-authors

Yuanhe Tian (38) Fei Xia (21) Ian McLoughlin (19) Xiang Wan (12) Guimin Chen (12) Li-Rong Dai (11) Tong Zhang (9) Han Qin (7) Lin Liu (7) Xiang Ao (6)

Research topics

Analysis (1)

Keywords

attention mechanism (13) representation learning (9) domain adaptation (8) speaker verification (8) dependency parsing (8) large language model (8) convolutional neural network (8) word embedding (7) graph convolutional network (7) contrastive learning (6) memory network (6) natural language processing (6) embedding learning (6) sound event detection (6) semi-supervised learning (5) relation extraction (5) transfer learning (5) reinforcement learning (5) syntactic parsing (5) text generation (5)

Papers

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