Rui Xia

Optimizing RAG Rerankers with LLM Feedback via Reinforcement Learning ACL 2026 MEMIT-Merge: Addressing MEMIT’s Key-Value Conflicts in Same-Subject Batch Editing for LLMs ACL 2025 VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025 Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning EMNLP 2025 From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering 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 SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations SEMEVAL 2024 SemEval-2024 Task 3: Multimodal Emotion Cause Analysis in Conversations NAACL 2024 MathPile: A Billion-Token-Scale Pretraining Corpus for Math NIPS 2024 Ask Again, Then Fail: Large Language Models’ Vacillations in Judgment ACL 2024 A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis ACL 2024 Memory Augmented Lookup Dictionary Based Language Modeling for Automatic Speech Recognition INTERSPEECH 2023 Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge EMNLP 2023 eForecaster: Unifying Electricity Forecasting with Robust, Flexible, and Explainable Machine Learning Algorithms AAAI 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 A Sequence-to-Structure Approach to Document-level Targeted Sentiment Analysis EMNLP 2023 Cross-Domain Data Augmentation with Domain-Adaptive Language Modeling for Aspect-Based Sentiment Analysis ACL 2023 Grounded Multimodal Named Entity Recognition on Social Media 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 UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set ACL 2023 Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering ACL 2023 Efficient Neural Music Generation NIPS 2023 Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction NAACL 2022 A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data AAAI 2022 Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching IJCAI 2022 Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis ACL 2022 Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification EMNLP 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 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 IJCNLP 2021 Speech Enhancement with Weakly Labelled Data from AudioSet INTERSPEECH 2021 Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction EMNLP 2020 Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network COLING 2020 Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer ACL 2020 ECPE-2D: Emotion-Cause Pair Extraction based on Joint Two-Dimensional Representation, Interaction and Prediction ACL 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 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 From Independent Prediction to Reordered Prediction: Integrating Relative Position and Global Label Information to Emotion Cause Identification AAAI 2019 Instance Weighting with Applications to Cross-domain Text Classification via Trading off Sample Selection Bias and Variance IJCAI 2018 Multimodal Relational Tensor Network for Sentiment and Emotion Classification ACL 2018 Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision EMNLP 2017 DBN-ivector Framework for Acoustic Emotion Recognition INTERSPEECH 2016 Co-training for Semi-supervised Sentiment Classification Based on Dual-view Bags-of-words Representation ACL 2015 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 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