← Authors

Jianfei Yu

36 papers · 2015–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (65) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🀝 Dynamic Duo (27) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (11) πŸ—ƒοΈ Keyword Collector (161) ⚑ Prolific Year (7) πŸ’Ž Century Club (36) πŸ”₯ Unstoppable (11)

Conferences

ACL (12) EMNLP (12) IJCNLP (4) COLING (3) IJCAI (2) NAACL (2) SEMEVAL (1)

Top co-authors

Rui Xia (27) Jing Jiang (9) Hongjie Cai (5) Fanfan Wang (4) Chenggong Gong (3) Heqing Ma (3) Erik Cambria (2) Jieming Wang (2) Junjie Li (2) Zixiang Ding (2)

Keywords

multimodal learning (7) aspect-based sentiment analysis (6) sentiment analysis (5) multi-task learning (4) sentiment classification (4) opinion mining (4) domain adaptation (3) emotion cause extraction (3) emotion recognition (3) cause extraction (3) named entity recognition (3) aspect-based sentiment (3) document-level analysis (3) sequence-to-sequence model (3) generative model (2) transfer learning (2) social media (2) multimodal named entity recognition (2) social media analysis (2) sequence labeling (2)

Papers

Language Models over Large-Scale Knowledge Base: on Capacity, Flexibility and Reasoning for New Facts COLING 2025
Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning EMNLP 2025
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations NAACL 2024
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations SEMEVAL 2024
Multilingual Synopses of Movie Narratives: A Dataset for Vision-Language Story Understanding EMNLP 2024
A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis ACL 2024
A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ACL 2023
Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis ACL 2023
Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge EMNLP 2023
Grounded Multimodal Named Entity Recognition on Social Media ACL 2023
Emotion Cause Extraction on Social Media without Human Annotation ACL 2023
UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set ACL 2023
A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis EMNLP 2023
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis ACL 2022
Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching IJCAI 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification EMNLP 2021
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions IJCNLP 2021
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions ACL 2021
Cross-Domain Review Generation for Aspect-Based Sentiment Analysis ACL 2021
Cross-Domain Review Generation for Aspect-Based Sentiment Analysis IJCNLP 2021
Comparative Opinion Quintuple Extraction from Product Reviews EMNLP 2021
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning EMNLP 2020
ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction ACL 2020
Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer ACL 2020
Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network COLING 2020
Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations EMNLP 2020
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020
A State-independent and Time-evolving Network for Early Rumor Detection in Social Media EMNLP 2020
Adapting BERT for Target-Oriented Multimodal Sentiment Classification IJCAI 2019
Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network EMNLP 2018
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification IJCNLP 2017
Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification EMNLP 2016
Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network COLING 2016
A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features ACL 2015
A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features IJCNLP 2015