Multilingual Text Classification Using Ontologies. - Gerard de Melo; Stefan Siersdorfer (ECIR, 2007)

Integrating YAGO into the Suggested Upper Merged Ontology. - Gerard de Melo; Fabian M. Suchanek; Adam Pease (ICTAI (1), 2008)

Mapping Roget's Thesaurus and WordNet to French. - Gerard de Melo; Gerhard Weikum (LREC, 2008)

Language as a Foundation of the Semantic Web. - Gerard de Melo; Gerhard Weikum (ISWC (Posters & Demos), 2008)

Towards a universal wordnet by learning from combined evidence. - Gerard de Melo; Gerhard Weikum (CIKM, 2009)

External Sources of Axioms in Automated Theorem Proving. - Martin Suda 001; Geoff Sutcliffe; Patrick Wischnewski; Manuel Lamotte-Schubert; Gerard de Melo (KI, 2009)

Untangling the Cross-Lingual Link Structure of Wikipedia. - Gerard de Melo; Gerhard Weikum (ACL, 2010)

MENTA: inducing multilingual taxonomies from wikipedia. - Gerard de Melo; Gerhard Weikum (CIKM, 2010)

Progress Towards Effective Automated Reasoning with World Knowledge. - Geoff Sutcliffe; Martin Suda 001; Alexandra Teyssandier; Nelson Dellis; Gerard de Melo (FLAIRS, 2010)

Graphenbasierte Methoden zur multilingualen Wissensintegration. - Gerard de Melo (Ausgezeichnete Informatikdissertationen, 2010)

Providing Multilingual, Multimodal Answers to Lexical Database Queries. - Gerard de Melo; Gerhard Weikum (LREC, 2010)

Deriving a Web-Scale Common Sense Fact Database. - Niket Tandon; Gerard de Melo; Gerhard Weikum (AAAI, 2011)

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 (WWW (Companion Volume), 2011)

Graph-based methods for large-scale multilingual knowledge integration. - Gerard de Melo (2011)

UWN: A Large Multilingual Lexical Knowledge Base. - Gerard de Melo; Gerhard Weikum (ACL (System Demonstrations), 2012)

LINDA: distributed web-of-data-scale entity matching. - Christoph Böhm 001; Gerard de Melo; Felix Naumann; Gerhard Weikum (CIKM, 2012)

OpenWordNet-PT: An Open Brazilian Wordnet for Reasoning. - Valeria de Paiva; Alexandre Rademaker; Gerard de Melo (COLING (Demos), 2012)

Markov Chains for Robust Graph-Based Commonsense Information Extraction. - Niket Tandon; Dheeraj Rajagopal; Gerard de Melo (COLING (Demos), 2012)

Empirical Comparisons of MASC Word Sense Annotations. - Gerard de Melo; Collin F. Baker; Nancy Ide; Rebecca J. Passonneau; Christiane Fellbaum (LREC, 2012)

Source-Path-Goal: Investigating the Cross-Linguistic Potential of Frame-Semantic Text Analysis. - Oliver Culo; Gerard de Melo (it Inf. Technol., 2012)

Constructing and utilizing wordnets using statistical methods. - Gerard de Melo; Gerhard Weikum (Lang. Resour. Evaluation, 2012)

Not Quite the Same: Identity Constraints for the Web of Linked Data. - Gerard de Melo (AAAI, 2013)

Searching the Web of Data. - Gerard de Melo; Katja Hose (ECIR, 2013)

Good, Great, Excellent: Global Inference of Semantic Intensities. - Gerard de Melo; Mohit Bansal (Trans. Assoc. Comput. Linguistics, 2013)

Acquiring Comparative Commonsense Knowledge from the Web. - Niket Tandon; Gerard de Melo; Gerhard Weikum (AAAI, 2014)

Structured Learning for Taxonomy Induction with Belief Propagation. - Mohit Bansal; David Burkett; Gerard de Melo; Dan Klein 001 (ACL (1), 2014)

Sense-Specific Implicative Commitments. - Gerard de Melo; Valeria de Paiva (CICLing (1), 2014)

PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management. - Gerard de Melo; Mouna Kacimi; Aparna S. Varde (CIKM, 2014)

Exploratory Information Extraction from a Historical Dictionary. - Valeria de Paiva; Dário Augusto Borges Oliveira; Suemi Higuchi; Alexandre Rademaker; Gerard de Melo (eScience Workshops, 2014)

Bring vs. MTRoget: Evaluating automatic thesaurus translation. - Lars Borin; Jens Allwood; Gerard de Melo (LREC, 2014)

Etymological Wordnet: Tracing The History of Words. - Gerard de Melo (LREC, 2014)

NomLex-PT: A Lexicon of Portuguese Nominalizations. - Valeria de Paiva; Livy Real; Alexandre Rademaker; Gerard de Melo (LREC, 2014)

Extending a Lexicon of Portuguese Nominalizations with Data from Corpora. - Cláudia Freitas; Valeria de Paiva; Alexandre Rademaker; Gerard de Melo; Livy Real; Anne Silva (PROPOR, 2014)

Embedding NomLex-BR nominalizations into OpenWordnet-PT. - Alexandre Rademaker; Valeria de Paiva; Gerard de Melo; Livy-Maria Real-Coelho (GWC, 2014)

OpenWordNet-PT: A Project Report. - Alexandre Rademaker; Valeria de Paiva; Gerard de Melo; Livy Real; Maira Gatti (GWC, 2014)

WebChild: harvesting and organizing commonsense knowledge from the web. - Niket Tandon; Gerard de Melo; Fabian M. Suchanek; Gerhard Weikum (WSDM, 2014)

Taxonomic data integration from multilingual Wikipedia editions. - Gerard de Melo; Gerhard Weikum (Knowl. Inf. Syst., 2014)

DynaDiffuse: A Dynamic Diffusion Model for Continuous Time Constrained Influence Maximization. - Miao Xie; Qiusong Yang; Qing Wang 001; Gao Cong; Gerard de Melo (AAAI, 2015)

Perceptually Grounded Selectional Preferences. - Ekaterina Shutova; Niket Tandon; Gerard de Melo (ACL (1), 2015)

Sentiment-Aspect Extraction based on Restricted Boltzmann Machines. - Linlin Wang; Kang Liu 001; Zhu Cao; Jun Zhao 001; Gerard de Melo (ACL (1), 2015)

Why Researchers are Managers. - Gerard de Melo (PIKM@CIKM, 2015)

Knowlywood: Mining Activity Knowledge From Hollywood Narratives. - Niket Tandon; Gerard de Melo; Abir De; Gerhard Weikum (CIKM, 2015)

Scalable Learning Technologies for Big Data Mining. - Gerard de Melo; Aparna S. Varde (DASFAA (2), 2015)

Representing Specialized Events with FrameBase. - Jacobo Rouces; Gerard de Melo; Katja Hose (DeRiVE@ESWC, 2015)

FrameBase: Representing N-Ary Relations Using Semantic Frames. - Jacobo Rouces; Gerard de Melo; Katja Hose (ESWC, 2015)

Wiktionary-based word embeddings. - Gerard de Melo (MTSummit, 2015)

Semantic Information Extraction for Improved Word Embeddings. - Jiaqiang Chen; Gerard de Melo (VS@HLT-NAACL, 2015)

Neural Word Representations from Large-Scale Commonsense Knowledge. - Jiaqiang Chen; Niket Tandon; Gerard de Melo (WI-IAT (1), 2015)

Lights, Camera, Action: Knowledge Extraction from Movie Scripts. - Niket Tandon; Gerhard Weikum; Gerard de Melo; Abir De (WWW (Companion Volume), 2015)

Lexvo.org: Language-related information for the Linguistic Linked Data cloud. - Gerard de Melo (Semantic Web, 2015)

Dissertation Research Problems in Data Management and Related Areas. - Gerard de Melo; Mouna Kacimi; Aparna S. Varde (SIGMOD Rec., 2015)

Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition. - Chuang Gan 001; Ming C. Lin; Yi Yang 001; Gerard de Melo; Alexander G. Hauptmann (AAAI, 2016)

Morphological Segmentation with Window LSTM Neural Networks. - Linlin Wang; Zhu Cao; Yu Xia 005; Gerard de Melo (AAAI, 2016)

PEAK: Pyramid Evaluation via Automated Knowledge Extraction. - Qian Yang; Rebecca J. Passonneau; Gerard de Melo (AAAI, 2016)

Visualizing and Curating Knowledge Graphs over Time and Space. - Tong Ge; Yafang Wang; Gerard de Melo; Haofeng Li; Baoquan Chen (ACL (System Demonstrations), 2016)

Relation Classification via Multi-Level Attention CNNs. - Linlin Wang; Zhu Cao; Gerard de Melo; Zhiyuan Liu 001 (ACL (1), 2016)

Summary Generation for Temporal Extractions. - Yafang Wang; Zhaochun Ren; Martin Theobald; Maximilian Dylla; Gerard de Melo (DEXA (1), 2016)

ShapeLearner: Towards Shape-Based Visual Knowledge Harvesting. - Huayong Xu; Yafang Wang; Kang Feng; Gerard de Melo; Wei Wu; Andrei Sharf; Baoquan Chen (ECAI, 2016)

ShapeExplorer: Querying and Exploring Shapes using Visual Knowledge. - Tong Ge; Yafang Wang; Gerard de Melo; Zengguang Hao; Andrei Sharf; Baoquan Chen (EDBT, 2016)

Heuristics for Connecting Heterogeneous Knowledge via FrameBase. - Jacobo Rouces; Gerard de Melo; Katja Hose (ESWC, 2016)

Klint: Assisting Integration of Heterogeneous Knowledge. - Jacobo Rouces; Gerard de Melo; Katja Hose (IJCAI, 2016)

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; et al. (LREC, 2016)

Medical Concept Embeddings via Labeled Background Corpora. - Eneldo Loza Mencía; Gerard de Melo; Jinseok Nam (LREC, 2016)

WebBrain: Joint Neural Learning of Large-Scale Commonsense Knowledge. - Jiaqiang Chen; Niket Tandon; Charles Darwis Hariman; Gerard de Melo (ISWC (1), 2016)

Knowledge Graphs: Venturing Out into the Wild. - Gerard de Melo (KEKI/NLP&DBpedia@ISWC, 2016)

Complex Schema Mapping and Linking Data: Beyond Binary Predicates. - Jacobo Rouces; Gerard de Melo; Katja Hose (LDOW@WWW, 2016)

A Probability Distribution Strategy with Efficient Clause Selection for Hard Max-SAT Formulas. - Sixue Liu; Yulong Ceng; Gerard de Melo (CoRR, 2016)

"Seeing is believing: the quest for multimodal knowledge" by Gerard de Melo and Niket Tandon, with Martin Vesely as coordinator. - Gerard de Melo; Niket Tandon (SIGWEB Newsl., 2016)

Detecting Cross-cultural Differences Using a Multilingual Topic Model. - E. Dario Gutiérrez; Ekaterina Shutova; Patricia Lichtenstein; Gerard de Melo; Luca Gilardi (Trans. Assoc. Comput. Linguistics, 2016)

Data Integration Beyond Alignments Between Two Sources. - Gerard de Melo (Adv. Math. Commun., 2016)

Should Algorithms for Random SAT and Max-SAT Be Different? - Sixue Liu; Gerard de Melo (AAAI, 2017)

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation. - Niket Tandon; Gerard de Melo; Gerhard Weikum (ACL (System Demonstrations), 2017)

PACRR: A Position-Aware Neural IR Model for Relevance Matching. - Kai Hui 001; Andrew Yates; Klaus Berberich; Gerard de Melo (EMNLP, 2017)

Multiple-Weight Recurrent Neural Networks. - Zhu Cao; Linlin Wang; Gerard de Melo (IJCAI, 2017)

Multilingual Vector Representations of Words, Sentences, and Documents. - Gerard de Melo (IJCNLP (Tutorial Abstracts), 2017)

Link prediction by exploiting network formation games in exchangeable graphs. - Liqiang Wang; Yafang Wang; Bin Liu 022; Lirong He; Shijun Liu; Gerard de Melo; Zenglin Xu (IJCNN, 2017)

Position-Aware Representations for Relevance Matching in Neural Information Retrieval. - Kai Hui 001; Andrew Yates; Klaus Berberich; Gerard de Melo (WWW (Companion Volume), 2017)

Multimodal Question Answering over Structured Data with Ambiguous Entities. - Huadong Li; Yafang Wang; Gerard de Melo; Changhe Tu; Baoquan Chen (WWW (Companion Volume), 2017)

Inducing Conceptual Embedding Spaces from Wikipedia. - Gerard de Melo (WWW (Companion Volume), 2017)

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 008; Chenglei Yang; Xiangxu Meng (WWW (Companion Volume), 2017)

HiText: Text Reading with Dynamic Salience Marking. - Qian Yang; Gerard de Melo; Yong Cheng; Sen Wang (WWW (Companion Volume), 2017)

A Position-Aware Deep Model for Relevance Matching in Information Retrieval. - Kai Hui 001; Andrew Yates; Klaus Berberich; Gerard de Melo (CoRR, 2017)

RE-PACRR: A Context and Density-Aware Neural Information Retrieval Model. - Kai Hui 001; Andrew Yates; Klaus Berberich; Gerard de Melo (CoRR, 2017)

FrameBase: Enabling integration of heterogeneous knowledge. - Jacobo Rouces; Gerard de Melo; Katja Hose (Semantic Web, 2017)

Commonsense Knowledge in Machine Intelligence. - Niket Tandon; Aparna S. Varde; Gerard de Melo (SIGMOD Rec., 2017)

Link Prediction via Subgraph Embedding-Based Convex Matrix Completion. - Zhu Cao; Linlin Wang; Gerard de Melo (AAAI, 2018)

Cross-Lingual Propagation for Deep Sentiment Analysis. - Xin Dong 010; Gerard de Melo (AAAI, 2018)

Multimodal Keyless Attention Fusion for Video Classification. - Xiang Long; Chuang Gan 001; Gerard de Melo; Xiao Liu 022; Yandong Li; Fu Li 003; Shilei Wen (AAAI, 2018)

Generating Fine-Grained Open Vocabulary Entity Type Descriptions. - Rajarshi Bhowmik; Gerard de Melo (ACL (1), 2018)

A Helping Hand: Transfer Learning for Deep Sentiment Analysis. - Xin Dong 010; Gerard de Melo (ACL (1), 2018)

Exploring Semantic Properties of Sentence Embeddings. - Xunjie Zhu; Tingfeng Li; Gerard de Melo (ACL (2), 2018)

Five Shades of Untruth: Finer-Grained Classification of Fake News. - Liqiang Wang; Yafang Wang; Gerard de Melo; Gerhard Weikum (ASONAM, 2018)

Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification. - Xiang Long; Chuang Gan 001; Gerard de Melo; Jiajun Wu 001; Xiao Liu 022; Shilei Wen (CVPR, 2018)

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 (DEXA (2), 2018)

Smart Governance Through Opinion Mining of Public Reactions on Ordinances. - Manish Puri; Aparna S. Varde; Xu Du; Gerard de Melo (ICTAI, 2018)

FontLex: A Typographical Lexicon based on Affective Associations. - Tugba Kulahcioglu; Gerard de Melo (LREC, 2018)

Metaphor Suggestions based on a Semantic Metaphor Repository. - Gerard de Melo (LREC, 2018)

Visualizing Multi-document Semantics via Open Domain Information Extraction. - Yongpan Sheng; Zenglin Xu; Yafang Wang; Xiangyu Zhang; Jia Jia; Zhonghui You; Gerard de Melo (ECML/PKDD (3), 2018)

Context-Based Few-Shot Word Representation Learning. - Chenxing Li; Gerui Wang; Gerard de Melo (ICSC, 2018)

Predicting Semantic Signatures of Fonts. - Gerard de Melo; Tugba Kulahcioglu (ICSC, 2018)

Public Opinion Spamming: A Model for Content and Users on Sina Weibo. - Ziyu Guo; Liqiang Wang; Yafang Wang; Guohua Zeng; Shijun Liu; Gerard de Melo (WebSci, 2018)

Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval. - Kai Hui 001; Andrew Yates; Klaus Berberich; Gerard de Melo (WSDM, 2018)

Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining. - Manish Puri; Xu Du; Aparna S. Varde; Gerard de Melo (WWW (Companion Volume), 2018)

Addressing structural and linguistic heterogeneity in the Web. - Jacobo Rouces; Gerard de Melo; Katja Hose (AI Commun., 2018)

Video Captioning with Multi-Faceted Attention. - Xiang Long; Chuang Gan 001; Gerard de Melo (Trans. Assoc. Comput. Linguistics, 2018)

Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation. - Zhiqiang Liu; Zuohui Fu; Jie Cao 010; Gerard de Melo; Yik-Cheung Tam; Cheng Niu; Jie Zhou 016 (ACL (1), 2019)

A Robust Self-Learning Framework for Cross-Lingual Text Classification. - Xin Dong 010; Gerard de Melo (EMNLP/IJCNLP (1), 2019)

Paralinguistic recommendations for affective word clouds. - Tugba Kulahcioglu; Gerard de Melo (IUI, 2019)

Using Multi-Sense Vector Embeddings for Reverse Dictionaries. - Michael A. Hedderich; Andrew Yates; Dietrich Klakow; Gerard de Melo (IWCS (1), 2019)

CITE: A Corpus of Image-Text Discourse Relations. - Malihe Alikhani; Sreyasi Nag Chowdhury; Gerard de Melo; Matthew Stone (NAACL-HLT (1), 2019)

EmoTag - Towards an Emotion-Based Analysis of Emojis. - Abu Awal Md Shoeb; Shahab Raji; Gerard de Melo (RANLP, 2019)

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. - Yikun Xian; Zuohui Fu; S. Muthukrishnan 001; Gerard de Melo; Yongfeng Zhang (SIGIR, 2019)

Leveraging Blowing as a Directly Controlled Interface. - Yeqing Chen; Yulong Bian; Chenglei Yang; Xiyu Bao; Yafang Wang; Gerard de Melo; Juan Liu 008; Wei Gai; Lu Wang 007; Xiangxu Meng (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Optimization Strategies for Real-Time Rendering of Virtual Scenes on Heterogeneous Mobile Devices. - Wei Gai; Xiyu Bao; Meng Qi; Yafang Wang; Juan Liu 008; Gerard de Melo; Lu Wang 007; Lizhen Cui; Chenglei Yang; Xiangxu Meng (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Catch the Shadow: Person Tracking Under Occlusion with a Single RGB-D Camera. - Wei Gai; Meng Qi; Lu Wang 007; Chenglei Yang; Juan Liu 008; Yulong Bian; Gerard de Melo; Shijun Liu; Xiangxu Meng (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Rotbav: A Toolkit for Constructing Mixed Reality Apps with Real-Time Roaming in Large Indoor Physical Spaces. - Huan Xing; Xiyu Bao; Fan Zhang 045; Wei Gai; Meng Qi; Juan Liu 008; Yuliang Shi; Gerard de Melo; Chenglei Yang; Xiangxu Meng (VR, 2019)

Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts. - Rajarshi Bhowmik; Gerard de Melo (WWW, 2019)

Scalable Object-Oriented Sequential Generative Models. - Jindong Jiang; Sepehr Janghorbani; Gerard de Melo; Sungjin Ahn (CoRR, 2019)

Public opinion matters: mining social media text for environmental management. - Xu Du; Matthew Kowalski; Aparna S. Varde; Gerard de Melo; Robert W. Taylor (SIGWEB Newsl., 2019)

Understanding archetypes of fake news via fine-grained classification. - Liqiang Wang; Yafang Wang; Gerard de Melo; Gerhard Weikum (Soc. Netw. Anal. Min., 2019)

Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. - Xin Dong 010; Jingchao Ni; Wei Cheng 002; Zhengzhang Chen; Bo Zong; Dongjin Song; Yanchi Liu; Haifeng Chen; Gerard de Melo (AAAI, 2020)

ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. - Zuohui Fu; Yikun Xian; Shijie Geng; Yingqiang Ge; Yuting Wang; Xin Dong 010; Guang Wang 001; Gerard de Melo (AAAI, 2020)

Long Short-Term Sample Distillation. - Liang Jiang; Zujie Wen; Zhongping Liang; Yafang Wang; Gerard de Melo; Zhe Li 007; Liangzhuang Ma; Jiaxing Zhang; Xiaolong Li 005; Yuan Qi 001 (AAAI, 2020)

OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. - Bingchen Liu; Yizhe Zhu; Zuohui Fu; Gerard de Melo; Ahmed Elgammal (AAAI, 2020)

MR Environments Constructed for a Large Indoor Physical Space. - Huan Xing; Chenglei Yang; Xiyu Bao; Sheng Li 008; Wei Gai; Meng Qi; Juan Liu 008; Yuliang Shi; Gerard de Melo; Fan Zhang 045; Xiangxu Meng (CGI, 2020)

CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. - Yikun Xian; Zuohui Fu; Handong Zhao; Yingqiang Ge; Xu Chen 017; Qiaoying Huang; Shijie Geng; Zhou Qin 001; Gerard de Melo; S. Muthukrishnan 001; Yongfeng Zhang (CIKM, 2020)

Interactive Question Clarification in Dialogue via Reinforcement Learning. - Xiang Hu; Zujie Wen; Yafang Wang; Xiaolong Li 005; Gerard de Melo (COLING (Industry), 2020)

Domain-Specific Sentiment Lexicons Induced from Labeled Documents. - S. M. Mazharul Islam 001; Xin Dong 010; Gerard de Melo (COLING, 2020)

Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings. - Arun Ramachandran; Gerard de Melo (COLING, 2020)

Data Augmentation for Multiclass Utterance Classification - A Systematic Study. - Binxia Xu; Siyuan Qiu; Jie Zhang 060; Yafang Wang; Xiaoyu Shen; Gerard de Melo (COLING, 2020)

Query Distillation: BERT-based Distillation for Ensemble Ranking. - Wangshu Zhang; Junhong Liu; Zujie Wen; Yafang Wang; Gerard de Melo (COLING (Industry), 2020)

Sentence Analogies: Linguistic Regularities in Sentence Embeddings. - Xunjie Zhu; Gerard de Melo (COLING, 2020)

EmoTag1200: Understanding the Association between Emojis and Emotions. - Abu Awal Md Shoeb; Gerard de Melo (EMNLP (1), 2020)

SCALOR: Generative World Models with Scalable Object Representations. - Jindong Jiang; Sepehr Janghorbani; Gerard de Melo; Sungjin Ahn (ICLR, 2020)

HID: Hierarchical Multiscale Representation Learning for Information Diffusion. - Honglu Zhou; Shuyuan Xu; Zuohui Fu; Gerard de Melo; Yongfeng Zhang; Mubbasir Kapadia (IJCAI, 2020)

Inducing Universal Semantic Tag Vectors. - Da Huo; Gerard de Melo (LREC, 2020)

Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation. - Kshitij Shah; Gerard de Melo (LREC, 2020)

Fonts Like This but Happier: A New Way to Discover Fonts. - Tugba Kulahcioglu; Gerard de Melo (ACM Multimedia, 2020)

Incorporating Pragmatic Reasoning Communication into Emergent Language. - Yipeng Kang; Tonghan Wang 001; Gerard de Melo (NeurIPS, 2020)

Explainable Link Prediction for Emerging Entities in Knowledge Graphs. - Rajarshi Bhowmik; Gerard de Melo (ISWC (1), 2020)

Facts That Matter: Dynamic Fact Retrieval for Entity-Centric Search Queries. - Atharva Prabhat Paranjpe; Rajarshi Bhowmik; Gerard de Melo (ISWC (Demos/Industry), 2020)

Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. - Xin Dong 010; Yaxin Zhu; Yupeng Zhang; Zuohui Fu; Dongkuan Xu; Sen Yang 002; Gerard de Melo (SIGIR, 2020)

Fairness-Aware Explainable Recommendation over Knowledge Graphs. - Zuohui Fu; Yikun Xian; Ruoyuan Gao; Jieyu Zhao 004; Qiaoying Huang; Yingqiang Ge; Shuyuan Xu; Shijie Geng; Chirag Shah 001; Yongfeng Zhang; Gerard de Melo (SIGIR, 2020)

Cross-Domain Learning for Classifying Propaganda in Online Contents. - Liqiang Wang; Xiaoyu Shen; Gerard de Melo; Gerhard Weikum (TTO, 2020)

Illustrate Your Story: Enriching Text with Images. - Sreyasi Nag Chowdhury; William Cheng; Gerard de Melo; Simon Razniewski; Gerhard Weikum (WSDM, 2020)

EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks. - Siyuan Qiu; Binxia Xu; Jie Zhang 060; Yafang Wang; Xiaoyu Shen; Gerard de Melo; Chong Long; Xiaolong Li 005 (WWW (Companion Volume), 2020)

What Sparks Joy: The AffectVec Emotion Database. - Shahab Raji; Gerard de Melo (WWW, 2020)

Reinforcement Learning Over Knowledge Graphs for Explainable Dialogue Intent Mining. - Kai Yang 022; Xinyu Kong; Yafang Wang; Jie Zhang 060; Gerard de Melo (IEEE Access, 2020)

Knowledge Fusion via Joint Tensor and Matrix Factorization. - Zengguang Hao; Yafang Wang; Zining Liu; Gerard de Melo; Zenglin Xu (Cogn. Comput., 2020)

Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings. - Xunjie Zhu; Gerard de Melo (CoRR, 2020)

A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs. - Rajarshi Bhowmik; Gerard de Melo (CoRR, 2020)

Are Emojis Emotional? A Study to Understand the Association between Emojis and Emotions. - Abu Awal Md Shoeb; Gerard de Melo (CoRR, 2020)

Character Matters: Video Story Understanding with Character-Aware Relations. - Shijie Geng; Ji Zhang; Zuohui Fu; Peng Gao 007; Hang Zhang; Gerard de Melo (CoRR, 2020)

Contrastive Visual-Linguistic Pretraining. - Lei Shi 002; Kai Shuang; Shijie Geng; Peng Su; Zhengkai Jiang 001; Peng Gao 007; Zuohui Fu; Gerard de Melo; Sen Su (CoRR, 2020)

COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce. - Zuohui Fu; Yikun Xian; Yaxin Zhu; Yongfeng Zhang; Gerard de Melo (CoRR, 2020)

GitEvolve: Predicting the Evolution of GitHub Repositories. - Honglu Zhou; Hareesh Ravi; Carlos Manuel Muñiz; Vahid Azizi 003; Linda Ness; Gerard de Melo; Mubbasir Kapadia (CoRR, 2020)

Employing Shadows for Multi-Person Tracking Based on a Single RGB-D Camera. - Wei Gai; Meng Qi; Mingcong Ma; Lu Wang 007; Chenglei Yang; Juan Liu 008; Yulong Bian; Gerard de Melo; Shijun Liu; Xiangxu Meng (Sensors, 2020)

Hydroinformatics and the web: analytics and dissemination of hydrology data for climate change and sustainability. - Drashti Pathak; Aparna S. Varde; Gerard de Melo; Clement Alo (SIGWEB Newsl., 2020)

Affect-Aware Word Clouds. - Tugba Kulahcioglu; Gerard de Melo (ACM Trans. Interact. Intell. Syst., 2020)

Multi-document semantic relation extraction for news analytics. - Yongpan Sheng; Zenglin Xu; Yafang Wang; Gerard de Melo (World Wide Web, 2020)

TIME: Text and Image Mutual-Translation Adversarial Networks. - Bingchen Liu; Kunpeng Song; Yizhe Zhu; Gerard de Melo; Ahmed Elgammal (AAAI, 2021)

Fast and Effective Biomedical Entity Linking Using a Dual Encoder. - Rajarshi Bhowmik; Karl Stratos; Gerard de Melo (LOUHI@EACL, 2021)

Data Augmentation with Adversarial Training for Cross-Lingual NLI. - Xin Dong 010; Yaxin Zhu; Zuohui Fu; Dongkuan Xu; Gerard de Melo (ACL/IJCNLP (1), 2021)

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 (ACL/IJCNLP (1), 2021)

Assessing Emoji Use in Modern Text Processing Tools. - Abu Awal Md Shoeb; Gerard de Melo (ACL/IJCNLP (1), 2021)

Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems. - Zuohui Fu; Yikun Xian; Shijie Geng; Gerard de Melo; Yongfeng Zhang (CIKM, 2021)

TeamS at VQA-Med 2021: BBN-Orchestra for Long-tailed Medical Visual Question Answering. - Sedigheh Eslami; Gerard de Melo; Christoph Meinel (CLEF (Working Notes), 2021)

Context-Aware Interaction Network for Question Matching. - Zhe Hu; Zuohui Fu; Yu Yin 001; Gerard de Melo (EMNLP (1), 2021)

Guilt by Association: Emotion Intensities in Lexical Representations. - Shahab Raji; Gerard de Melo (EMNLP (1), 2021)

EXACTA: Explainable Column Annotation. - Yikun Xian; Handong Zhao; Tak Yeon Lee; Sungchul Kim; Ryan A. Rossi; Zuohui Fu; Gerard de Melo; S. Muthukrishnan 001 (KDD, 2021)

Dense Contrastive Visual-Linguistic Pretraining. - Lei Shi 002; Kai Shuang; Shijie Geng; Peng Gao 007; Zuohui Fu; Gerard de Melo; Yunpeng Chen; Sen Su (ACM Multimedia, 2021)

Faithfully Explainable Recommendation via Neural Logic Reasoning. - Yaxin Zhu; Yikun Xian; Zuohui Fu; Gerard de Melo; Yongfeng Zhang (NAACL-HLT, 2021)

Personality Predictive Lexical Cues and Their Correlations. - Xiaoli He; Gerard de Melo (RANLP, 2021)

How Can I Help You? Knowledge Graphs for Explainable Recommendation (Abstract). - Gerard de Melo (KaRS/ComplexRec@RecSys, 2021)

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 (SIGIR, 2021)

Context-Aware Interaction Network for Question Matching. - Zhe Hu; Zuohui Fu; Yu Yin 001; Gerard de Melo; Cheng Peng (CoRR, 2021)

Should You Take Investment Advice From WallStreetBets? A Data-Driven Approach. - Tolga Buz; Gerard de Melo (CoRR, 2021)

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. - Kaustubh D. Dhole; Varun Gangal; Sebastian Gehrmann; Aadesh Gupta; Zhenhao Li; Saad Mahamood; Abinaya Mahendiran; Simon Mille; Ashish Srivastava; Samson Tan; Tongshuang Wu; Jascha Sohl-Dickstein; et al. (CoRR, 2021)

Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain? - Sedigheh Eslami; Gerard de Melo; Christoph Meinel (CoRR, 2021)

Semantics-aware typographical choices via affective associations. - Tugba Kulahcioglu; Gerard de Melo (Lang. Resour. Evaluation, 2021)

Knowledge Graphs - Aidan Hogan; Eva Blomqvist; Michael Cochez; Claudia d'Amato; Gerard de Melo; Claudio Gutierrez 001; Sabrina Kirrane; José Emilio Labra Gayo; Roberto Navigli; Sebastian Neumaier; Axel-Cyrille Ngonga Ngomo; Axel Polleres; et al. (Morgan & Claypool Publishers, 2021)

Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation. - Zefeng Cai; Linlin Wang; Gerard de Melo; Fei Sun; Liang He 001 (ACL (Findings), 2022)

Improving Personalized Explanation Generation through Visualization. - Shijie Geng; Zuohui Fu; Yingqiang Ge; Lei Li 042; Gerard de Melo; Yongfeng Zhang (ACL (1), 2022)

WallStreetBets Beyond GameStop, YOLOs, and the Moon: The Unique Traits of Reddit's Finance Communities. - Pratik Agrawal; Tolga Buz; Gerard de Melo (AMCIS, 2022)

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 (CIKM, 2022)

Frozen CLIP Models are Efficient Video Learners. - Ziyi Lin; Shijie Geng; Renrui Zhang; Peng Gao 007; Gerard de Melo; Xiaogang Wang 001; Jifeng Dai; Yu Qiao 001; Hongsheng Li 001 (ECCV (35), 2022)

Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives. - Xin Dong 010; Tanay Kumar Saha; Ke Zhang 013; Joel R. Tetreault; Alejandro Jaimes; Gerard de Melo (ECIR (2), 2022)

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 (EMNLP, 2022)

Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. - Changqun Li; Linlin Wang; Xin Lin 001; Gerard de Melo; Liang He 001 (EMNLP, 2022)

Art Creation with Multi-Conditional StyleGANs. - Konstantin Dobler; Florian Hübscher; Jan Westphal; Alejandro Sierra Múnera; Gerard de Melo; Ralf Krestel (IJCAI, 2022)

Assessing Combinational Generalization of Language Models in Biased Scenarios. - Yanbo Fang; Zuohui Fu; Xin Dong 010; Yongfeng Zhang; Gerard de Melo (AACL/IJCNLP (2), 2022)

Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). - Vito Walter Anelli; Pierpaolo Basile; Gerard de Melo; Francesco Maria Donini; Antonio Ferrara 001; Cataldo Musto; Fedelucio Narducci; Azzurra Ragone; Markus Zanker (RecSys, 2022)

Path Language Modeling over Knowledge Graphsfor Explainable Recommendation. - Shijie Geng; Zuohui Fu; Juntao Tan; Yingqiang Ge; Gerard de Melo; Yongfeng Zhang (WWW, 2022)

Knowledge Graphs. - Aidan Hogan; Eva Blomqvist; Michael Cochez; Claudia d'Amato; Gerard de Melo; Claudio Gutierrez 001; Sabrina Kirrane; José Emilio Labra Gayo; Roberto Navigli; Sebastian Neumaier; Axel-Cyrille Ngonga Ngomo; Axel Polleres; et al. (ACM Comput. Surv., 2022)

Purely Attention Based Local Feature Integration for Video Classification. - Xiang Long; Gerard de Melo; Dongliang He; Fu Li 003; Zhizhen Chi; Shilei Wen; Chuang Gan 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Masked-Piper: Masking personal identities in visual recordings while preserving multimodal information. - Babajide Owoyele; James P. Trujillo; Gerard de Melo; Wim T. J. L. Pouw (SoftwareX, 2022)

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 001; Liang Pang; Liang He 001 (AAAI, 2023)

Disentangled CVAEs with Contrastive Learning for Explainable Recommendation. - Linlin Wang; Zefeng Cai; Gerard de Melo; Zhu Cao; Liang He 001 (AAAI, 2023)

Resolving Elliptical Compounds in German Medical Text. - Niklas Kammer; Florian Borchert; Silvia Winkler; Gerard de Melo; Matthieu-P. Schapranow (BioNLP@ACL, 2023)

PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? - Sedigheh Eslami; Christoph Meinel; Gerard de Melo (EACL (Findings), 2023)

Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision-Language Models. - Sepehr Janghorbani; Gerard de Melo (EACL, 2023)

Model-Agnostic Bias Measurement in Link Prediction. - Lena Schwertmann; Manoj Prabhakar Kannan Ravi; Gerard de Melo (EACL (Findings), 2023)

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 001; Zenglin Xu (EACL (Findings), 2023)

Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? - Margarita Bugueño; Gerard de Melo (EMNLP (Findings), 2023)

FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models. - Konstantin Dobler; Gerard de Melo (EMNLP, 2023)

WallStreetBets: An Analysis of Investment Advice Democratization. - Tolga Buz; Gerard de Melo (HICSS, 2023)

Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. - Honglu Zhou; Advith Chegu; Samuel S. Sohn; Zuohui Fu; Gerard de Melo; Mubbasir Kapadia (IJCAI, 2023)

Robust NLP for Finance (RobustFin). - Sameena Shah; Xiaodan Zhu 001; Gerard de Melo; Armineh Nourbakhsh; Xiaomo Liu; Zhiqiang Ma; Charese Smiley; Zhiyu Chen 002 (KDD, 2023)

Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). - Vito Walter Anelli; Pierpaolo Basile; Gerard de Melo; Francesco M. Donini; Antonio Ferrara 001; Cataldo Musto; Fedelucio Narducci; Azzurra Ragone; Markus Zanker (RecSys, 2023)

A Closer Look at Transformer Attention for Multilingual Translation. - Jingyi Zhang 002; Gerard de Melo; Hongfei Xu; Kehai Chen (WMT, 2023)

Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics. - Aparna S. Varde; Gerard de Melo; Boxiang Dong (WWW (Companion Volume), 2023)

Democratization of Retail Trading: Can Reddit's WallStreetBets Outperform Investment Bank Analysts? - Tolga Buz; Gerard de Melo (CoRR, 2023)

MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models. - Sepehr Janghorbani; Gerard de Melo (CoRR, 2023)

FOCUS: Effective Embedding Initialization for Specializing Pretrained Multilingual Models on a Single Language. - Konstantin Dobler; Gerard de Melo (CoRR, 2023)

FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras. - Lucas Liebe; Franz Sauerwald; Sylwester Sawicki; Matthias Schneider; Leo Schuhmann; Tolga Buz; Paul Boes; Ahmad Ahmadov; Gerard de Melo (CoRR, 2023)

IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization. - Zengguang Hao; Jie Zhang 060; Binxia Xu; Yafang Wang; Gerard de Melo; Xiaolong Li 005 (CoRR, 2023)

Efficient Parallelization Layouts for Large-Scale Distributed Model Training. - Johannes Hagemann; Samuel Weinbach; Konstantin Dobler; Maximilian Schall; Gerard de Melo (CoRR, 2023)

Commonsense based text mining on urban policy. - Manish Puri; Aparna S. Varde; Gerard de Melo (Lang. Resour. Evaluation, 2023)

Knowledge Graph Embeddings: Open Challenges and Opportunities. - Russa Biswas; Lucie-Aimée Kaffee; Michael Cochez; Stefania Dumbrava; Theis E. Jendal; Matteo Lissandrini; Vanessa López; Eneldo Loza Mencía; Heiko Paulheim; Harald Sack; Edlira Vakaj; Gerard de Melo (TGDK, 2023)

Multilingual Knowledge Graphs and Low-Resource Languages: A Review. - Lucie-Aimée Kaffee; Russa Biswas; C. Maria Keet; Edlira Vakaj; Gerard de Melo (TGDK, 2023)

Large Language Models and Knowledge Graphs: Opportunities and Challenges. - Jeff Z. Pan; Simon Razniewski; Jan-Christoph Kalo; Sneha Singhania; Jiaoyan Chen 001; Stefan Dietze; Hajira Jabeen; Janna Omeliyanenko; Wen Zhang 015; Matteo Lissandrini; Russa Biswas; Gerard de Melo; et al. (TGDK, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

A Corpus of Persian Literary Text. - Shahab Raji; Malihe Alikhani; Gerard de Melo; Matthew Stone (Zenodo, 2023)

MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. - Yan Cai 020; Linlin Wang; Ye Wang; Gerard de Melo; Ya Zhang 002; Yanfeng Wang 001; Liang He 001 (AAAI, 2024)

NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents. - Tamara Czinczoll; Christoph Hönes; Maximilian Schall; Gerard de Melo (ACL (1), 2024)

Design and Evaluation of an AI-Augmented Screening System for Venture Capitalists. - Marc Maurer; Tolga Buz; Christian Dremel; Gerard de Melo (ECIS, 2024)

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 (EMNLP (Findings), 2024)

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 002; Yanfeng Wang 001; Liang He 001 (EMNLP, 2024)

Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning. - Zhengjie Huang; Pingsheng Liu; Gerard de Melo; Liang He 001; Linlin Wang (ICASSP, 2024)

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 Pouw; Gerard de Melo (ICIS, 2024)

I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token. - Roi Cohen; Konstantin Dobler; Eden Biran; Gerard de Melo (NeurIPS, 2024)

GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages. - Jonathan Janetzki; Gerard de Melo; Joshua Nemecek; Daniel Whitenack (SIGTYPE, 2024)

Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts. - Tolga Buz; Benjamin Frost; Nikola Genchev; Moritz Schneider 003; Lucie-Aimée Kaffee; Gerard de Melo (*SEM@NAACL, 2024)

ArtQuest: Countering Hidden Language Biases in ArtVQA. - Tibor Bleidt; Sedigheh Eslami; Gerard de Melo (WACV, 2024)

CommitBench: A Benchmark for Commit Message Generation. - Maximilian Schall; Tamara Czinczoll; Gerard de Melo (SANER, 2024)

Highly Regarded Investors? Mining Predictive Value from the Collective Intelligence of Reddit's WallStreetBets. - Tolga Buz; Moritz Schneider 003; Lucie-Aimée Kaffee; Gerard de Melo (WebSci, 2024)

NextLevelBERT: Investigating Masked Language Modeling with Higher-Level Representations for Long Documents. - Tamara Czinczoll; Christoph Hönes; Maximilian Schall; Gerard de Melo (CoRR, 2024)

On the Challenges and Opportunities in Generative AI. - Laura Manduchi; Kushagra Pandey; Robert Bamler; Ryan Cotterell; Sina Däubener; Sophie Fellenz; Asja Fischer; Thomas Gärtner 004; Matthias Kirchler; Marius Kloft; Yingzhen Li; Christoph Lippert; et al. (CoRR, 2024)

ELSA: Evaluating Localization of Social Activities in Urban Streets. - Maryam Hosseini; Marco Cipriano; Sedigheh Eslami; Daniel Hodczak; Liu Liu 018; Andres Sevtsuk; Gerard de Melo (CoRR, 2024)

Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP. - Sedigheh Eslami; Gerard de Melo (CoRR, 2024)

Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough. - Konstantin Dobler; Gerard de Melo (CoRR, 2024)

Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision. - Moritz Feuerpfeil; Marco Cipriano; Gerard de Melo (CoRR, 2024)

Learning to Predict Usage Options of Product Reviews with LLM-Generated Labels. - Leo Kohlenberg; Leonard Horns; Frederic Sadrieh; Nils Kiele; Matthis Clausen; Konstantin Ketterer; Avetis Navasardyan; Tamara Czinczoll; Gerard de Melo; Ralf Herbrich (CoRR, 2024)

ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models. - Xiechi Zhang; Shunfan Zheng; Linlin Wang; Gerard de Melo; Zhu Cao; Xiaoling Wang 004; Liang He 001 (CoRR, 2024)

WallStreetBets: Assessing the Collective Intelligence of Reddit for Investment Advice. - Tolga Buz; Gerard de Melo (ACM Trans. Soc. Comput., 2024)

CommitBench. - Maximilian Schall; Tamara Czinczoll; Gerard de Melo (Zenodo, 2024)

A corpus of Persian literary text. - Shahab Raji; Malihe Alikhani; Gerard de Melo; Matthew Stone (Lang. Resour. Evaluation, 2024)

Preface to the special issue on conversational recommender systems: theory, models, evaluations, and trends. - Vito Walter Anelli; Li Chen; Gerard de Melo; Julian J. McAuley; Fedelucio Narducci; Azzurra Ragone (User Model. User Adapt. Interact., 2024)

NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning. - Xin Yi; Shunfan Zheng; Linlin Wang; Gerard de Melo; Xiaoling Wang 004; Liang He 001 (AAAI, 2025)

Hierarchical Divide-and-Conquer for Fine-Grained Alignment in LLM-Based Medical Evaluation. - Shunfan Zheng; Xiechi Zhang; Gerard de Melo; Xiaoling Wang 004; Linlin Wang (AAAI, 2025)

Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models. - Yue Li 059; Xin Yi; Dongsheng Shi; Gerard de Melo; Xiaoling Wang 004; Linlin Wang (ACL (Findings), 2025)

AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation. - Xiechi Zhang; Zetian Ouyang; Linlin Wang; Gerard de Melo; Zhu Cao; Xiaoling Wang 004; Ya Zhang 002; Yanfeng Wang 001; Liang He 001 (ACL (1), 2025)

ACE-M³: Automatic Capability Evaluator for Multimodal Medical Models. - Xiechi Zhang; Shunfan Zheng; Linlin Wang; Gerard de Melo; Zhu Cao; Xiaoling Wang 004; Liang He 001 (COLING, 2025)

Mitigate the Gap: Improving Cross-Modal Alignment in CLIP. - Sedigheh Eslami; Gerard de Melo (ICLR, 2025)

GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization. - Margarita Bugueño; Hazem Abou Hamdan; Gerard de Melo (NAACL (Short Papers), 2025)

On the Challenges and Opportunities in Generative AI. - Laura Manduchi; Clara Meister; Kushagra Pandey; Robert Bamler; Ryan Cotterell; Sina Däubener; Sophie Fellenz; Asja Fischer; Thomas Gärtner 004; Matthias Kirchler; Marius Kloft; Yingzhen Li; et al. (Trans. Mach. Learn. Res., 2025)

AweDist: Attention-aware Embedding Distillation for New Input Token Embeddings. - Konstantin Dobler; Desmond Elliott; Gerard de Melo (CoRR, 2025)

InFact: Informativeness Alignment for Improved LLM Factuality. - Roi Cohen; Russa Biswas; Gerard de Melo (CoRR, 2025)

Pretrained LLMs Learn Multiple Types of Uncertainty. - Roi Cohen; Omri Fahn; Gerard de Melo (CoRR, 2025)

Image Tokens Matter: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing. - Weixing Wang 005; Zifeng Ding; Jindong Gu; Rui Cao; Christoph Meinel; Gerard de Melo; Haojin Yang (CoRR, 2025)

Rethinking Graph-Based Document Classification: Learning Data-Driven Structures Beyond Heuristic Approaches. - Margarita Bugueño; Gerard de Melo (CoRR, 2025)