| 2026 | AAAI | MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes. | Liu Liu, Alexandra Schild, Marco Cipriano, Fatimeh Al Ghannam, Freya Tan, Gerard de Melo, Andres Sevtsuk |
| 2026 | ACL | PyraMathBench: Evaluating and Improving Mathematical Capability in Large Language Models. | Zetian Ouyang, Linlin Wang, Gerard de Melo, Liang He |
| 2026 | EACL | ReFACT: A Benchmark for Scientific Confabulation Detection with Positional Error Annotations. | Yindong Wang, Martin Prei, Margarita Bugueo, Jan Vincent Hoffbauer, Abdullatif Ghajar, Tolga Buz, Gerard de Melo |
| 2026 | WACV | GorillaWatch: An Automated System for In-the-Wild Gorilla Re-Identification and Population Monitoring. | Maximilian Schall, Felix Leonard Knfel, Noah Elias Knig, Jan Jonas Kubeler, Maximilian von Klinski, Joan Wilhelm Linnemann, Xiaoshi Liu, Iven Jelle Schlegelmilch, Ole Woyciniuk, Alexandra Schild, Dante Wasmuht, Magdalena Bermejo Espinet, German Illera Basas, Gerard de Melo |
| 2025 | AAAI | NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning. | Xin Yi, Shunfan Zheng, Linlin Wang, Gerard de Melo, Xiaoling Wang, Liang He |
| 2025 | AAAI | Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation. | Shunfan Zheng, Xiechi Zhang, Gerard de Melo, Xiaoling Wang, Linlin Wang |
| 2025 | ACL | Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models. | Yue Li, Xin Yi, Dongsheng Shi, Gerard de Melo, Xiaoling Wang, Linlin Wang |
| 2025 | ACL | AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation. | Xiechi Zhang, Zetian Ouyang, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Ya Zhang, Yanfeng Wang, Liang He |
| 2025 | COLING | ACE-M³: Automatic Capability Evaluator for Multimodal Medical Models. | Xiechi Zhang, Shunfan Zheng, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Liang He |
| 2025 | EMNLP | InFact: Informativeness Alignment for Improved LLM Factuality. | Roi Cohen, Russa Biswas, Gerard de Melo |
| 2025 | EMNLP | SLlama: Parameter-Efficient Language Model Architecture for Enhanced Linguistic Competence Under Strict Data Constraints. | Victor Adelakun Omolaoye, Babajide Alamu Owoyele, Gerard de Melo |
| 2025 | ICLR | Mitigate the Gap: Improving Cross-Modal Alignment in CLIP. | Sedigheh Eslami, Gerard de Melo |
| 2025 | ICML | Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision. | Marco Cipriano, Moritz Feuerpfeil, Gerard de Melo |
| 2025 | JURIX | Segmentation and Processing of German Court Decisions from Open Legal Data. | Harshil Darji, Martin Heckelmann, Christina Kratsch, Gerard de Melo |
| 2025 | NAACL | GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization. | Margarita Bugueo, Hazem Abou Hamdan, Gerard de Melo |
| 2025 | RANLP | The Hidden Cost of Structure: How Constrained Decoding Affects Language Model Performance. | Maximilian Schall, Gerard de Melo |
| 2024 | AAAI | MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. | Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He |
| 2024 | ACL | NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents. | Tamara Czinczoll, Christoph Hnes, Maximilian Schall, Gerard de Melo |
| 2024 | EMNLP | LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering. | Kris-Fillip Kahl, Tolga Buz, Russa Biswas, Gerard de Melo |
| 2024 | EMNLP | CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios. | Zetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He |
| 2024 | ICASSP | Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning. | Zhengjie Huang, Pingsheng Liu, Gerard de Melo, Liang He, Linlin Wang |
| 2024 | ICIS | MaskAnyone Toolkit : Offering Strategies for Minimizing Privacy Risks and Maximizing Utility in Audio-Visual Data Archiving. | Babajide Alamu Owoyele, Martin Schilling, Rohan Sawahn, Niklas Kaemer, Pavel Zherebenkov, Bhuvanesh Verma, Wim T. J. L. Pouw, Gerard de Melo |
| 2024 | WACV | ArtQuest: Countering Hidden Language Biases in ArtVQA. | Tibor Bleidt, Sedigheh Eslami, Gerard de Melo |
| 2023 | AAAI | A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation. | Pingsheng Liu, Zhengjie Huang, Xiechi Zhang, Linlin Wang, Gerard de Melo, Xin Lin, Liang Pang, Liang He |
| 2023 | AAAI | Disentangled CVAEs with Contrastive Learning for Explainable Recommendation. | Linlin Wang, Zefeng Cai, Gerard de Melo, Zhu Cao, Liang He |
| 2023 | EACL | PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? | Sedigheh Eslami, Christoph Meinel, Gerard de Melo |
| 2023 | EACL | Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision-Language Models. | Sepehr Janghorbani, Gerard de Melo |
| 2023 | EACL | Model-Agnostic Bias Measurement in Link Prediction. | Lena Schwertmann, Manoj Prabhakar Kannan Ravi, Gerard de Melo |
| 2023 | EACL | ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. | Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu |
| 2023 | EMNLP | Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? | Margarita Bugueo, Gerard de Melo |
| 2023 | EMNLP | FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models. | Konstantin Dobler, Gerard de Melo |
| 2023 | IJCAI | Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. | Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia |
| 2023 | KDD | Robust NLP for Finance (RobustFin). | Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen |
| 2023 | RecSys | Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). | Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker |
| 2023 | WWW | Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics. | Aparna S. Varde, Gerard de Melo, Boxiang Dong |
| 2022 | ACL | Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation. | Zefeng Cai, Linlin Wang, Gerard de Melo, Fei Sun, Liang He |
| 2022 | ACL | Improving Personalized Explanation Generation through Visualization. | Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang |
| 2022 | CIKM | D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. | Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia |
| 2022 | ECCV | Frozen CLIP Models are Efficient Video Learners. | Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li |
| 2022 | ECIR | Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives. | Xin Dong, Tanay Kumar Saha, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes, Gerard de Melo |
| 2022 | EMNLP | Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. | Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo |
| 2022 | EMNLP | Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. | Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He |
| 2022 | IJCAI | Art Creation with Multi-Conditional StyleGANs. | Konstantin Dobler, Florian Hbscher, Jan Westphal, Alejandro Sierra Mnera, Gerard de Melo, Ralf Krestel |
| 2022 | IJCNLP | Assessing Combinational Generalization of Language Models in Biased Scenarios. | Yanbo Fang, Zuohui Fu, Xin Dong, Yongfeng Zhang, Gerard de Melo |
| 2022 | RecSys | Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). | Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker |
| 2022 | WWW | Path Language Modeling over Knowledge Graphsfor Explainable Recommendation. | Shijie Geng, Zuohui Fu, Juntao Tan, Yingqiang Ge, Gerard de Melo, Yongfeng Zhang |
| 2021 | AAAI | TIME: Text and Image Mutual-Translation Adversarial Networks. | Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal |
| 2021 | ACL | Data Augmentation with Adversarial Training for Cross-Lingual NLI. | Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo |
| 2021 | ACL | R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. | Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo |
| 2021 | ACL | Assessing Emoji Use in Modern Text Processing Tools. | Abu Awal Md Shoeb, Gerard de Melo |
| 2021 | CIKM | Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems. | Zuohui Fu, Yikun Xian, Shijie Geng, Gerard de Melo, Yongfeng Zhang |
| 2021 | EMNLP | Context-Aware Interaction Network for Question Matching. | Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo |
| 2021 | EMNLP | Guilt by Association: Emotion Intensities in Lexical Representations. | Shahab Raji, Gerard de Melo |
| 2021 | KDD | EXACTA: Explainable Column Annotation. | Yikun Xian, Handong Zhao, Tak Yeon Lee, Sungchul Kim, Ryan A. Rossi, Zuohui Fu, Gerard de Melo, S. Muthukrishnan |
| 2021 | NAACL | Faithfully Explainable Recommendation via Neural Logic Reasoning. | Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang |
| 2021 | RANLP | Personality Predictive Lexical Cues and Their Correlations. | Xiaoli He, Gerard de Melo |
| 2021 | RecSys | How Can I Help You? Knowledge Graphs for Explainable Recommendation (Abstract). | Gerard de Melo |
| 2021 | SIGIR | HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation. | Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, Yongfeng Zhang |
| 2020 | AAAI | Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. | Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo |
| 2020 | AAAI | ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. | Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo |
| 2020 | AAAI | Long Short-Term Sample Distillation. | Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi |
| 2020 | AAAI | OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. | Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal |
| 2020 | CGI | MR Environments Constructed for a Large Indoor Physical Space. | Huan Xing, Chenglei Yang, Xiyu Bao, Sheng Li, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Fan Zhang, Xiangxu Meng |
| 2020 | CIKM | CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. | Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang |
| 2020 | COLING | Interactive Question Clarification in Dialogue via Reinforcement Learning. | Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo |
| 2020 | COLING | Domain-Specific Sentiment Lexicons Induced from Labeled Documents. | S. M. Mazharul Islam, Xin Dong, Gerard de Melo |
| 2020 | COLING | Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings. | Arun Ramachandran, Gerard de Melo |
| 2020 | COLING | Data Augmentation for Multiclass Utterance Classification - A Systematic Study. | Binxia Xu, Siyuan Qiu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo |
| 2020 | COLING | Query Distillation: BERT-based Distillation for Ensemble Ranking. | Wangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo |
| 2020 | COLING | Sentence Analogies: Linguistic Regularities in Sentence Embeddings. | Xunjie Zhu, Gerard de Melo |
| 2020 | EMNLP | EmoTag1200: Understanding the Association between Emojis and Emotions. | Abu Awal Md Shoeb, Gerard de Melo |
| 2020 | ICLR | SCALOR: Generative World Models with Scalable Object Representations. | Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn |
| 2020 | IJCAI | HID: Hierarchical Multiscale Representation Learning for Information Diffusion. | Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia |
| 2020 | LREC | Inducing Universal Semantic Tag Vectors. | Da Huo, Gerard de Melo |
| 2020 | LREC | Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation. | Kshitij Shah, Gerard de Melo |
| 2020 | WWW | EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks. | Siyuan Qiu, Binxia Xu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo, Chong Long, Xiaolong Li |
| 2020 | WWW | What Sparks Joy: The AffectVec Emotion Database. | Shahab Raji, Gerard de Melo |
| 2020 | SIGIR | Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. | Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo |
| 2020 | SIGIR | Fairness-Aware Explainable Recommendation over Knowledge Graphs. | Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo |
| 2020 | WSDM | Illustrate Your Story: Enriching Text with Images. | Sreyasi Nag Chowdhury, William Cheng, Gerard de Melo, Simon Razniewski, Gerhard Weikum |
| 2019 | ACL | Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation. | Zhiqiang Liu, Zuohui Fu, Jie Cao, Gerard de Melo, Yik-Cheung Tam, Cheng Niu, Jie Zhou |
| 2019 | EMNLP | A Robust Self-Learning Framework for Cross-Lingual Text Classification. | Xin Dong, Gerard de Melo |
| 2019 | IUI | Paralinguistic recommendations for affective word clouds. | Tugba Kulahcioglu, Gerard de Melo |
| 2019 | NAACL | CITE: A Corpus of Image-Text Discourse Relations. | Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone |
| 2019 | RANLP | EmoTag - Towards an Emotion-Based Analysis of Emojis. | Abu Awal Md Shoeb, Shahab Raji, Gerard de Melo |
| 2019 | WWW | Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts. | Rajarshi Bhowmik, Gerard de Melo |
| 2019 | SIGIR | Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. | Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang |
| 2019 | VR | Rotbav: A Toolkit for Constructing Mixed Reality Apps with Real-Time Roaming in Large Indoor Physical Spaces. | Huan Xing, Xiyu Bao, Fan Zhang, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Chenglei Yang, Xiangxu Meng |
| 2019 | UIC | Leveraging Blowing as a Directly Controlled Interface. | Yeqing Chen, Yulong Bian, Chenglei Yang, Xiyu Bao, Yafang Wang, Gerard de Melo, Juan Liu, Wei Gai, Lu Wang, Xiangxu Meng |
| 2019 | UIC | Optimization Strategies for Real-Time Rendering of Virtual Scenes on Heterogeneous Mobile Devices. | Wei Gai, Xiyu Bao, Meng Qi, Yafang Wang, Juan Liu, Gerard de Melo, Lu Wang, Lizhen Cui, Chenglei Yang, Xiangxu Meng |
| 2019 | UIC | Catch the Shadow: Person Tracking Under Occlusion with a Single RGB-D Camera. | Wei Gai, Meng Qi, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng |
| 2018 | AAAI | Link Prediction via Subgraph Embedding-Based Convex Matrix Completion. | Zhu Cao, Linlin Wang, Gerard de Melo |
| 2018 | AAAI | Cross-Lingual Propagation for Deep Sentiment Analysis. | Xin Dong, Gerard de Melo |
| 2018 | AAAI | Multimodal Keyless Attention Fusion for Video Classification. | Xiang Long, Chuang Gan, Gerard de Melo, Xiao Liu, Yandong Li, Fu Li, Shilei Wen |
| 2018 | ACL | Generating Fine-Grained Open Vocabulary Entity Type Descriptions. | Rajarshi Bhowmik, Gerard de Melo |
| 2018 | ACL | A Helping Hand: Transfer Learning for Deep Sentiment Analysis. | Xin Dong, Gerard de Melo |
| 2018 | ACL | Exploring Semantic Properties of Sentence Embeddings. | Xunjie Zhu, Tingfeng Li, Gerard de Melo |
| 2018 | CVPR | Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification. | Xiang Long, Chuang Gan, Gerard de Melo, Jiajun Wu, Xiao Liu, Shilei Wen |
| 2018 | DEXA | Social Media vs. News Media: Analyzing Real-World Events from Different Perspectives. | Liqiang Wang, Ziyu Guo, Yafang Wang, Zeyuan Cui, Shijun Liu, Gerard de Melo |
| 2018 | ICTAI | Smart Governance Through Opinion Mining of Public Reactions on Ordinances. | Manish Puri, Aparna S. Varde, Xu Du, Gerard de Melo |
| 2018 | LREC | FontLex: A Typographical Lexicon based on Affective Associations. | Tugba Kulahcioglu, Gerard de Melo |
| 2018 | LREC | Metaphor Suggestions based on a Semantic Metaphor Repository. | Gerard de Melo |
| 2018 | WWW | Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining. | Manish Puri, Xu Du, Aparna S. Varde, Gerard de Melo |
| 2018 | WSDM | Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval. | Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo |
| 2017 | AAAI | Should Algorithms for Random SAT and Max-SAT Be Different? | Sixue Liu, Gerard de Melo |
| 2017 | ACL | WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation. | Niket Tandon, Gerard de Melo, Gerhard Weikum |
| 2017 | EMNLP | PACRR: A Position-Aware Neural IR Model for Relevance Matching. | Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo |
| 2017 | IJCAI | Multiple-Weight Recurrent Neural Networks. | Zhu Cao, Linlin Wang, Gerard de Melo |
| 2017 | IJCNLP | Multilingual Vector Representations of Words, Sentences, and Documents. | Gerard de Melo |
| 2017 | IJCNN | Link prediction by exploiting network formation games in exchangeable graphs. | Liqiang Wang, Yafang Wang, Bin Liu, Lirong He, Shijun Liu, Gerard de Melo, Zenglin Xu |
| 2017 | WWW | Position-Aware Representations for Relevance Matching in Neural Information Retrieval. | Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo |
| 2017 | WWW | Multimodal Question Answering over Structured Data with Ambiguous Entities. | Huadong Li, Yafang Wang, Gerard de Melo, Changhe Tu, Baoquan Chen |
| 2017 | WWW | Inducing Conceptual Embedding Spaces from Wikipedia. | Gerard de Melo |
| 2017 | WWW | Enabling Participatory Design of 3D Virtual Scenes on Mobile Devices. | Xiaowen Sun, Yafang Wang, Gerard de Melo, Wei Gai, Yuliang Shi, Lu Zhao, Yulong Bian, Juan Liu, Chenglei Yang, Xiangxu Meng |
| 2017 | WWW | HiText: Text Reading with Dynamic Salience Marking. | Qian Yang, Gerard de Melo, Yong Cheng, Sen Wang |
| 2016 | AAAI | Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition. | Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann |
| 2016 | AAAI | Morphological Segmentation with Window LSTM Neural Networks. | Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo |
| 2016 | AAAI | PEAK: Pyramid Evaluation via Automated Knowledge Extraction. | Qian Yang, Rebecca J. Passonneau, Gerard de Melo |
| 2016 | ACL | Visualizing and Curating Knowledge Graphs over Time and Space. | Tong Ge, Yafang Wang, Gerard de Melo, Haofeng Li, Baoquan Chen |
| 2016 | ACL | Relation Classification via Multi-Level Attention CNNs. | Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu |
| 2016 | DEXA | Summary Generation for Temporal Extractions. | Yafang Wang, Zhaochun Ren, Martin Theobald, Maximilian Dylla, Gerard de Melo |
| 2016 | ECAI | ShapeLearner: Towards Shape-Based Visual Knowledge Harvesting. | Huayong Xu, Yafang Wang, Kang Feng, Gerard de Melo, Wei Wu, Andrei Sharf, Baoquan Chen |
| 2016 | EDBT | ShapeExplorer: Querying and Exploring Shapes using Visual Knowledge. | Tong Ge, Yafang Wang, Gerard de Melo, Zengguang Hao, Andrei Sharf, Baoquan Chen |
| 2016 | IJCAI | Klint: Assisting Integration of Heterogeneous Knowledge. | Jacobo Rouces, Gerard de Melo, Katja Hose |
| 2016 | LREC | The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud. | John P. McCrae, Christian Chiarcos, Francis Bond, Philipp Cimiano, Thierry Declerck, Gerard de Melo, Jorge Gracia, Sebastian Hellmann, Bettina Klimek, Steven Moran, Petya Osenova, Antonio Pareja-Lora, Jonathan Pool |
| 2016 | LREC | Medical Concept Embeddings via Labeled Background Corpora. | Eneldo Loza Menca, Gerard de Melo, Jinseok Nam |
| 2016 | WWW | Complex Schema Mapping and Linking Data: Beyond Binary Predicates. | Jacobo Rouces, Gerard de Melo, Katja Hose |
| 2015 | AAAI | DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization. | Miao Xie, Qiusong Yang, Qing Wang, Gao Cong, Gerard de Melo |
| 2015 | ACL | Perceptually Grounded Selectional Preferences. | Ekaterina Shutova, Niket Tandon, Gerard de Melo |
| 2015 | ACL | Sentiment-Aspect Extraction based on Restricted Boltzmann Machines. | Linlin Wang, Kang Liu, Zhu Cao, Jun Zhao, Gerard de Melo |
| 2015 | CIKM | Why Researchers are Managers. | Gerard de Melo |
| 2015 | CIKM | Knowlywood: Mining Activity Knowledge From Hollywood Narratives. | Niket Tandon, Gerard de Melo, Abir De, Gerhard Weikum |
| 2015 | DASFAA | Scalable Learning Technologies for Big Data Mining. | Gerard de Melo, Aparna S. Varde |
| 2015 | NAACL | Semantic Information Extraction for Improved Word Embeddings. | Jiaqiang Chen, Gerard de Melo |
| 2015 | WWW | Lights, Camera, Action: Knowledge Extraction from Movie Scripts. | Niket Tandon, Gerhard Weikum, Gerard de Melo, Abir De |
| 2014 | AAAI | Acquiring Comparative Commonsense Knowledge from the Web. | Niket Tandon, Gerard de Melo, Gerhard Weikum |
| 2014 | ACL | Structured Learning for Taxonomy Induction with Belief Propagation. | Mohit Bansal, David Burkett, Gerard de Melo, Dan Klein |
| 2014 | CICLING | Sense-Specific Implicative Commitments. | Gerard de Melo, Valeria de Paiva |
| 2014 | CIKM | PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management. | Gerard de Melo, Mouna Kacimi, Aparna S. Varde |
| 2014 | LREC | Bring vs. MTRoget: Evaluating automatic thesaurus translation. | Lars Borin, Jens Allwood, Gerard de Melo |
| 2014 | LREC | Etymological Wordnet: Tracing The History of Words. | Gerard de Melo |
| 2014 | LREC | NomLex-PT: A Lexicon of Portuguese Nominalizations. | Valeria de Paiva, Livy Real, Alexandre Rademaker, Gerard de Melo |
| 2014 | WSDM | WebChild: harvesting and organizing commonsense knowledge from the web. | Niket Tandon, Gerard de Melo, Fabian M. Suchanek, Gerhard Weikum |
| 2013 | AAAI | Not Quite the Same: Identity Constraints for the Web of Linked Data. | Gerard de Melo |
| 2013 | ECIR | Searching the Web of Data. | Gerard de Melo, Katja Hose |
| 2012 | ACL | UWN: A Large Multilingual Lexical Knowledge Base. | Gerard de Melo, Gerhard Weikum |
| 2012 | CIKM | LINDA: distributed web-of-data-scale entity matching. | Christoph Bhm, Gerard de Melo, Felix Naumann, Gerhard Weikum |
| 2012 | COLING | OpenWordNet-PT: An Open Brazilian Wordnet for Reasoning. | Valeria de Paiva, Alexandre Rademaker, Gerard de Melo |
| 2012 | COLING | Markov Chains for Robust Graph-Based Commonsense Information Extraction. | Niket Tandon, Dheeraj Rajagopal, Gerard de Melo |
| 2012 | LREC | Empirical Comparisons of MASC Word Sense Annotations. | Gerard de Melo, Collin F. Baker, Nancy Ide, Rebecca J. Passonneau, Christiane Fellbaum |
| 2011 | AAAI | Deriving a Web-Scale Common Sense Fact Database. | Niket Tandon, Gerard de Melo, Gerhard Weikum |
| 2011 | WWW | YAGO2: exploring and querying world knowledge in time, space, context, and many languages. | Johannes Hoffart, Fabian M. Suchanek, Klaus Berberich, Edwin Lewis-Kelham, Gerard de Melo, Gerhard Weikum |
| 2010 | ACL | Untangling the Cross-Lingual Link Structure of Wikipedia. | Gerard de Melo, Gerhard Weikum |
| 2010 | CIKM | MENTA: inducing multilingual taxonomies from wikipedia. | Gerard de Melo, Gerhard Weikum |
| 2010 | FlAIRS | Progress Towards Effective Automated Reasoning with World Knowledge. | Geoff Sutcliffe, Martin Suda, Alexandra Teyssandier, Nelson Dellis, Gerard de Melo |
| 2010 | LREC | Providing Multilingual, Multimodal Answers to Lexical Database Queries. | Gerard de Melo, Gerhard Weikum |
| 2009 | CIKM | Towards a universal wordnet by learning from combined evidence. | Gerard de Melo, Gerhard Weikum |
| 2009 | KI | External Sources of Axioms in Automated Theorem Proving. | Martin Suda, Geoff Sutcliffe, Patrick Wischnewski, Manuel Lamotte-Schubert, Gerard de Melo |
| 2008 | ICTAI | Integrating YAGO into the Suggested Upper Merged Ontology. | Gerard de Melo, Fabian M. Suchanek, Adam Pease |
| 2008 | LREC | Mapping Roget's Thesaurus and WordNet to French. | Gerard de Melo, Gerhard Weikum |
| 2007 | ECIR | Multilingual Text Classification Using Ontologies. | Gerard de Melo, Stefan Siersdorfer |