← Authors

Rui Xia

61 papers · 2009–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (16) 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (100) 🏠 Conference Loyalist (24) πŸ† Keyword Champion (5) 🀝 Dynamic Duo (27) πŸ”¬ Deep Specialist (12) πŸ—ƒοΈ Keyword Collector (257) πŸ“ˆ Trend Setter πŸ’Ž Century Club (61) ⚑ Prolific Year (8) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (13)

Conferences

ACL (24) EMNLP (11) IJCAI (5) IJCNLP (5) INTERSPEECH (5) AAAI (3) NIPS (3) COLING (2) NAACL (2) SEMEVAL (1)

Top co-authors

Jianfei Yu (27) Chengqing Zong (7) Xiangqing Shen (7) Fanfan Wang (5) Yuxuan Wang (5) Hongjie Cai (5) Zixiang Ding (5) Ming Tu (4) Shoushan Li (4) Siyuan Feng (3)

Keywords

multimodal learning (7) emotion recognition (6) aspect-based sentiment analysis (6) sentiment analysis (6) multi-task learning (5) opinion mining (5) sentiment classification (5) emotion cause extraction (5) named entity recognition (4) document-level analysis (3) neural network (3) cause extraction (3) sequence labeling (3) aspect-based sentiment (3) sequence-to-sequence model (3) domain adaptation (3) emotion-cause pair extraction (3) opinion extraction (3) low-resource language (2) reinforcement learning (2)

Papers

From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering ACL 2025
MEMIT-Merge: Addressing MEMIT’s Key-Value Conflicts in Same-Subject Batch Editing for LLMs ACL 2025
Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning EMNLP 2025
VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025
ChainEdit: Propagating Ripple Effects in LLM Knowledge Editing through Logical Rule-Guided Chains ACL 2025
Second-order forward-mode optimization of recurrent neural networks for neuroscience NIPS 2024
MathPile: A Billion-Token-Scale Pretraining Corpus for Math NIPS 2024
A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis ACL 2024
Ask Again, Then Fail: Large Language Models’ Vacillations in Judgment ACL 2024
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations NAACL 2024
SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations SEMEVAL 2024
UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set ACL 2023
Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering ACL 2023
Grounded Multimodal Named Entity Recognition on Social Media ACL 2023
Efficient Neural Music Generation NIPS 2023
Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge EMNLP 2023
A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis EMNLP 2023
Language-universal Phonetic Encoder for Low-resource Speech Recognition INTERSPEECH 2023
Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition INTERSPEECH 2023
Memory Augmented Lookup Dictionary Based Language Modeling for Automatic Speech Recognition INTERSPEECH 2023
Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis ACL 2023
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths ACL 2023
A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ACL 2023
Emotion Cause Extraction on Social Media without Human Annotation ACL 2023
eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms AAAI 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
A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data AAAI 2022
Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification EMNLP 2021
Cross-Domain Review Generation for Aspect-Based Sentiment Analysis IJCNLP 2021
Comparative Opinion Quintuple Extraction from Product Reviews EMNLP 2021
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions IJCNLP 2021
Cross-Domain Review Generation for Aspect-Based Sentiment Analysis ACL 2021
Aspect-Category-Opinion-Sentiment Quadruple Extraction with Implicit Aspects and Opinions ACL 2021
Speech Enhancement with Weakly Labelled Data from AudioSet INTERSPEECH 2021
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction 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
End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning 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
From Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification AAAI 2019
RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction IJCAI 2019
Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts ACL 2019
Multimodal Relational Tensor Network for Sentiment and Emotion Classification ACL 2018
Instance Weighting with Applications to Cross-domain Text Classification via Trading off Sample Selection Bias and Variance IJCAI 2018
Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision EMNLP 2017
DBN-ivector Framework for Acoustic Emotion Recognition INTERSPEECH 2016
Feature Ensemble Plus Sample Selection: Domain Adaptation for Sentiment Classification (Extended Abstract) IJCAI 2015
Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation IJCNLP 2015
Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation ACL 2015
Bilingual Event Extraction: a Case Study on Trigger Type Determination ACL 2014
Instance Selection and Instance Weighting for Cross-Domain Sentiment Classification via PU Learning IJCAI 2013
Dual Training and Dual Prediction for Polarity Classification ACL 2013
A POS-based Ensemble Model for Cross-domain Sentiment Classification IJCNLP 2011
Exploring the Use of Word Relation Features for Sentiment Classification COLING 2010
A Framework of Feature Selection Methods for Text Categorization IJCNLP 2009
A Framework of Feature Selection Methods for Text Categorization ACL 2009