Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. - Wenya Wang 001; Sinno Jialin Pan; Daniel Dahlmeier; Xiaokui Xiao (EMNLP, 2016)

Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms. - Wenya Wang 001; Sinno Jialin Pan; Daniel Dahlmeier; Xiaokui Xiao (AAAI, 2017)

Multi-task Coupled Attentions for Category-specific Aspect and Opinion Terms Co-extraction. - Wenya Wang 001; Sinno Jialin Pan; Daniel Dahlmeier (CoRR, 2017)

Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction. - Wenya Wang 001; Sinno Jialin Pan (ACL (1), 2018)

Transition-based Adversarial Network for Cross-lingual Aspect Extraction. - Wenya Wang 001; Sinno Jialin Pan (IJCAI, 2018)

Memory networks for fine-grained opinion mining. - Wenya Wang 001; Sinno Jialin Pan; Daniel Dahlmeier (Artif. Intell., 2018)

Deep interactive learning for fine-grained opinion mining : single-domain, cross-domain & cross-lingual - Wenya Wang 001 (2018)

Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data. - Shangyu Chen; Wenya Wang 001; Sinno Jialin Pan (AAAI, 2019)

Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction. - Wenya Wang 001; Sinno Jialin Pan (AAAI, 2019)

Cooperative Pruning in Cross-Domain Deep Neural Network Compression. - Shangyu Chen; Wenya Wang 001; Sinno Jialin Pan (IJCAI, 2019)

MetaQuant: Learning to Quantize by Learning to Penetrate Non-differentiable Quantization. - Shangyu Chen; Wenya Wang 001; Sinno Jialin Pan (NeurIPS, 2019)

Syntactically Meaningful and Transferable Recursive Neural Networks for Aspect and Opinion Extraction. - Wenya Wang 001; Sinno Jialin Pan (Comput. Linguistics, 2019)

Integrating Deep Learning with Logic Fusion for Information Extraction. - Wenya Wang 001; Sinno Jialin Pan (AAAI, 2020)

Deep Weighted MaxSAT for Aspect-based Opinion Extraction. - Meixi Wu; Wenya Wang 001; Sinno Jialin Pan (EMNLP (1), 2020)

Weakly-supervised Domain Adaption for Aspect Extraction via Multi-level Interaction Transfer. - Tao Liang; Wenya Wang 001; Fengmao Lv (CoRR, 2020)

Variational Deep Logic Network for Joint Inference of Entities and Relations. - Wenya Wang 001; Sinno Jialin Pan (Comput. Linguistics, 2021)

Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension. - Wenya Wang 001; Sinno Jialin Pan (ACL (1), 2022)

Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement. - Hui Liu 036; Wenya Wang 001; Haoliang Li (EMNLP, 2022)

Domain Confused Contrastive Learning for Unsupervised Domain Adaptation. - Quanyu Long; Tianze Luo; Wenya Wang 001; Sinno Jialin Pan (NAACL-HLT, 2022)

Weakly Supervised Domain Adaptation for Aspect Extraction via Multilevel Interaction Transfer. - Tao Liang; Wenya Wang 001; Fengmao Lv (IEEE Trans. Neural Networks Learn. Syst., 2022)

Interpretable Multimodal Misinformation Detection with Logic Reasoning. - Hui Liu 036; Wenya Wang 001; Haoliang Li (ACL (Findings), 2023)

Elaboration-Generating Commonsense Question Answering at Scale. - Wenya Wang 001; Vivek Srikumar; Hannaneh Hajishirzi; Noah A. Smith (ACL (1), 2023)

Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements. - Jiacheng Liu 010; Wenya Wang 001; Dianzhuo Wang; Noah A. Smith; Yejin Choi 001; Hannaneh Hajishirzi (EMNLP, 2023)

Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning. - Quanyu Long; Wenya Wang 001; Sinno Jialin Pan (EMNLP, 2023)

Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification. - Soumya Sanyal 001; Tianyi Xiao; Jiacheng Liu 010; Wenya Wang 001; Xiang Ren 001 (ACL (Findings), 2024)

TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection. - Hui Liu 036; Wenya Wang 001; Haoru Li; Haoliang Li (ACL (Findings), 2024)

Progressive Multimodal Pivot Learning: Towards Semantic Discordance Understanding as Humans. - Junlin Fang; Wenya Wang 001; Tianze Luo; Yanyong Huang; Fengmao Lv (CIKM, 2024)

Sentiment-oriented Sarcasm Integration for Video Sentiment Analysis Enhancement with Sarcasm Assistance. - Junlin Fang; Wenya Wang 001; Guosheng Lin; Fengmao Lv (ACM Multimedia, 2024)

Generative Multimodal Data Augmentation for Low-Resource Multimodal Named Entity Recognition. - Ziyan Li; Jianfei Yu; Jia Yang; Wenya Wang 001; Li Yang; Rui Xia (ACM Multimedia, 2024)

Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation. - Quanyu Long; Yue Deng 010; Leilei Gan; Wenya Wang 001; Sinno Jialin Pan (CoRR, 2024)

Decomposing Label Space, Format and Discrimination: Rethinking How LLMs Respond and Solve Tasks via In-Context Learning. - Quanyu Long; Yin Wu; Wenya Wang 001; Sinno Jialin Pan (CoRR, 2024)

Large Language Models Know What Makes Exemplary Contexts. - Quanyu Long; Jianda Chen; Wenya Wang 001; Sinno Jialin Pan (CoRR, 2024)

Robust Domain Misinformation Detection via Multi-Modal Feature Alignment. - Hui Liu 036; Wenya Wang 001; Hao Sun; Anderson Rocha 001; Haoliang Li (IEEE Trans. Inf. Forensics Secur., 2024)

Progressive Multigranularity Information Propagation for Coupled Aspect-Opinion Extraction. - Fengmao Lv; Tao Liang; Zhihui Fei; Wenya Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation. - Ziyan Wang; Yingpeng Du; Zhu Sun 001; Haoyan Chua; Kaidong Feng; Wenya Wang 001; Jie Zhang 002 (AAAI, 2025)

Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning. - Hui Liu 036; Wenya Wang 001; Hao Sun; Chris Xing Tian; Chenqi Kong; Xin Dong; Haoliang Li (ACL (1), 2025)

Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts. - Quanyu Long; Jianda Chen; Zhengyuan Liu; Nancy F. Chen; Wenya Wang 001; Sinno Jialin Pan (ACL (Findings), 2025)

Damage Analysis via Bidirectional Multi-Task Cascaded Multimodal Fusion. - Tao Liang; Siying Wu; Junfeng Fang; Guowu Yang; Wenya Wang 001; Fengmao Lv (WWW, 2025)

Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance. - Hui Liu 036; Wenya Wang 001; Kecheng Chen; Jie Liu 044; Yibing Liu; Tiexin Qin; Peisong He; Xinghao Jiang; Haoliang Li (CoRR, 2025)