Gerard de Melo

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 231

Top Venues

Saarland University (PHD)

Education History

Saarland University

PHD

Publications

Tibor Bleidt, Sedigheh Eslami, Gerard de Melo
ArtQuest: Countering Hidden Language Biases in ArtVQA. WACV (2024)
Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. AAAI (2024)
Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo
NextLevelBERT: Investigating Masked Language Modeling with Higher-Level Representations for Long Documents. CoRR (2024)
Tolga Buz, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo
Highly Regarded Investors? Mining Predictive Value from the Collective Intelligence of Reddit's WallStreetBets. WebSci (2024)
Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents. ACL (1) (2024)
Jonathan Janetzki, Gerard de Melo, Joshua Nemecek, Daniel Whitenack
GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages. SIGTYPE (2024)
Tolga Buz, Benjamin Frost, Nikola Genchev, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts. *SEM@NAACL (2024)
Tolga Buz, Benjamin Frost, Nikola Genchev, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts. CoRR (2024)
Maximilian Schall, Tamara Czinczoll, Gerard de Melo
CommitBench: A Benchmark for Commit Message Generation. CoRR (2024)
Zhengjie Huang, Pingsheng Liu, Gerard de Melo, Liang He, Linlin Wang
Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning. ICASSP (2024)
Sedigheh Eslami, Gerard de Melo
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP. CoRR (2024)
Laura Manduchi, Kushagra Pandey, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner, Matthias Kirchler, Marius Kloft, Yingzhen Li, Christoph Lippert, Gerard de Melo, Eric T. Nalisnick, Björn Ommer, Rajesh Ranganath, Maja Rudolph, Karen Ullrich, Guy Van den Broeck, Julia E. Vogt, Yixin Wang, Florian Wenzel, Frank Wood, Stephan Mandt, Vincent Fortuin
On the Challenges and Opportunities in Generative AI. CoRR (2024)
Shahab Raji, Malihe Alikhani, Gerard de Melo, Matthew Stone
A corpus of Persian literary text. Lang. Resour. Evaluation 58 (2) (2024)
Maximilian Schall, Tamara Czinczoll, Gerard de Melo
CommitBench: A Benchmark for Commit Message Generation. SANER (2024)
Maryam Hosseini, Marco Cipriano, Sedigheh Eslami, Daniel Hodczak, Liu Liu, Andres Sevtsuk, Gerard de Melo
ELSA: Evaluating Localization of Social Activities in Urban Streets. CoRR (2024)
Sedigheh Eslami, Christoph Meinel, Gerard de Melo
PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? EACL (Findings) (2023)
Zengguang Hao, Jie Zhang, Binxia Xu, Yafang Wang, Gerard de Melo, Xiaolong Li
IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization. CoRR (2023)
Sepehr Janghorbani, Gerard de Melo
MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models. CoRR (2023)
Tolga Buz, Gerard de Melo
Democratization of Retail Trading: Can Reddit's WallStreetBets Outperform Investment Bank Analysts? CoRR (2023)
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. IJCAI (2023)
Konstantin Dobler, Gerard de Melo
FOCUS: Effective Embedding Initialization for Specializing Pretrained Multilingual Models on a Single Language. CoRR (2023)
Margarita Bugueño, Gerard de Melo
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? EMNLP (Findings) (2023)
Johannes Hagemann, Samuel Weinbach, Konstantin Dobler, Maximilian Schall, Gerard de Melo
Efficient Parallelization Layouts for Large-Scale Distributed Model Training. CoRR (2023)
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux
Large Language Models and Knowledge Graphs: Opportunities and Challenges. TGDK 1 (1) (2023)
Lena Schwertmann, Manoj Prabhakar Kannan Ravi, Gerard de Melo
Model-Agnostic Bias Measurement in Link Prediction. EACL (Findings) (2023)
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, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
Aparna S. Varde, Gerard de Melo, Boxiang Dong
Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics. WWW (Companion Volume) (2023)
Lucie-Aimée Kaffee, Russa Biswas, C. Maria Keet, Edlira Vakaj, Gerard de Melo
Multilingual Knowledge Graphs and Low-Resource Languages: A Review. TGDK 1 (1) (2023)
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux
Large Language Models and Knowledge Graphs: Opportunities and Challenges. CoRR (2023)
Lucas Liebe, Franz Sauerwald, Sylwester Sawicki, Matthias Schneider, Leo Schuhmann, Tolga Buz, Paul Boes, Ahmad Ahmadov, Gerard de Melo
FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras. CoRR (2023)
Tolga Buz, Gerard de Melo
WallStreetBets: An Analysis of Investment Advice Democratization. HICSS (2023)
Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen
Robust NLP for Finance (RobustFin). KDD (2023)
Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. EACL (Findings) (2023)
Sepehr Janghorbani, Gerard de Melo
Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision-Language Models. EACL (2023)
Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys (2023)
Linlin Wang, Zefeng Cai, Gerard de Melo, Zhu Cao, Liang He
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation. AAAI (2023)
Margarita Bugueño, Gerard de Melo
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? CoRR (2023)
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
Knowledge Graph Embeddings: Open Challenges and Opportunities. TGDK 1 (1) (2023)
Jingyi Zhang, Gerard de Melo, Hongfei Xu, Kehai Chen
A Closer Look at Transformer Attention for Multilingual Translation. WMT (2023)
Konstantin Dobler, Gerard de Melo
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models. EMNLP (2023)
Yan Cai, Linlin Wang, Ye Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He
MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models. CoRR (2023)
Niklas Kammer, Florian Borchert, Silvia Winkler, Gerard de Melo, Matthieu-P. Schapranow
Resolving Elliptical Compounds in German Medical Text. BioNLP@ACL (2023)
Manish Puri, Aparna S. Varde, Gerard de Melo
Commonsense based text mining on urban policy. Lang. Resour. Evaluation 57 (2) (2023)
Pingsheng Liu, Zhengjie Huang, Xiechi Zhang, Linlin Wang, Gerard de Melo, Xin Lin, Liang Pang, Liang He
A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation. AAAI (2023)
Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li
Frozen CLIP Models are Efficient Video Learners. CoRR (2022)
Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel
Art Creation with Multi-Conditional StyleGANs. CoRR (2022)
Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker
Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys (2022)
Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li
Frozen CLIP Models are Efficient Video Learners. ECCV (35) (2022)
Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang
Improving Personalized Explanation Generation through Visualization. ACL (1) (2022)
Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. EMNLP (2022)
ZeFeng Cai, Linlin Wang, Gerard de Melo, Fei Sun, Liang He
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation. ACL (Findings) (2022)
Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. CIKM (2022)
Xiang Long, Gerard de Melo, Dongliang He, Fu Li, Zhizhen Chi, Shilei Wen, Chuang Gan
Purely Attention Based Local Feature Integration for Video Classification. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. EMNLP (2022)
Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. CoRR (2022)
Xin Dong, Tanay Kumar Saha, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes, Gerard de Melo
Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives. ECIR (2) (2022)
Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. CoRR (2022)
Babajide Owoyele, James P. Trujillo, Gerard de Melo, Wim T. J. L. Pouw
Masked-Piper: Masking personal identities in visual recordings while preserving multimodal information. SoftwareX 20 (2022)
Pratik Agrawal, Tolga Buz, Gerard de Melo
WallStreetBets Beyond GameStop, YOLOs, and the Moon: The Unique Traits of Reddit's Finance Communities. AMCIS (2022)
Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel
Art Creation with Multi-Conditional StyleGANs. IJCAI (2022)
Yanbo Fang, Zuohui Fu, Xin Dong, Yongfeng Zhang, Gerard de Melo
Assessing Combinational Generalization of Language Models in Biased Scenarios. AACL/IJCNLP (2) (2022)
Shijie Geng, Zuohui Fu, Juntao Tan, Yingqiang Ge, Gerard de Melo, Yongfeng Zhang
Path Language Modeling over Knowledge Graphsfor Explainable Recommendation. WWW (2022)
Sedigheh Eslami, Gerard de Melo, Christoph Meinel
TeamS at VQA-Med 2021: BBN-Orchestra for Long-tailed Medical Visual Question Answering. CLEF (Working Notes) (2021)
Gerard de Melo
How Can I Help You? Knowledge Graphs for Explainable Recommendation (Abstract). KaRS/ComplexRec@RecSys (2021)
Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo
Context-Aware Interaction Network for Question Matching. EMNLP (1) (2021)
Abu Awal Md Shoeb, Gerard de Melo
Assessing Emoji Use in Modern Text Processing Tools. ACL/IJCNLP (1) (2021)
Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutiérrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann
Knowledge Graphs. ACM Comput. Surv. 54 (4) (2021)
Shahab Raji, Gerard de Melo
Guilt by Association: Emotion Intensities in Lexical Representations. CoRR (2021)
Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. ACL/IJCNLP (1) (2021)
Xiaoli He, Gerard de Melo
Personality Predictive Lexical Cues and Their Correlations. RANLP (2021)
Sedigheh Eslami, Gerard de Melo, Christoph Meinel
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain? CoRR (2021)
Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang
Faithfully Explainable Recommendation via Neural Logic Reasoning. NAACL-HLT (2021)
Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, Yongfeng Zhang
HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation. SIGIR (2021)
Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo
Data Augmentation with Adversarial Training for Cross-Lingual NLI. ACL/IJCNLP (1) (2021)
Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su
Dense Contrastive Visual-Linguistic Pretraining. CoRR (2021)
Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang
Faithfully Explainable Recommendation via Neural Logic Reasoning. CoRR (2021)
Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. CoRR (2021)
Yikun Xian, Handong Zhao, Tak Yeon Lee, Sungchul Kim, Ryan A. Rossi, Zuohui Fu, Gerard de Melo, S. Muthukrishnan
EXACTA: Explainable Column Annotation. KDD (2021)
Tugba Kulahcioglu, Gerard de Melo
Semantics-aware typographical choices via affective associations. Lang. Resour. Evaluation 55 (1) (2021)
Shahab Raji, Gerard de Melo
Guilt by Association: Emotion Intensities in Lexical Representations. EMNLP (1) (2021)
Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo, Cheng Peng
Context-Aware Interaction Network for Question Matching. CoRR (2021)
Rajarshi Bhowmik, Karl Stratos, Gerard de Melo
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. LOUHI@EACL (2021)
Abu Awal Md Shoeb, Gerard de Melo
Assessing Emoji Use in Modern Text Processing Tools. CoRR (2021)
Zuohui Fu, Yikun Xian, Shijie Geng, Gerard de Melo, Yongfeng Zhang
Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems. CIKM (2021)
Tolga Buz, Gerard de Melo
Should You Take Investment Advice From WallStreetBets? A Data-Driven Approach. CoRR (2021)
Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su
Dense Contrastive Visual-Linguistic Pretraining. ACM Multimedia (2021)
Rajarshi Bhowmik, Karl Stratos, Gerard de Melo
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. CoRR (2021)
Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal
TIME: Text and Image Mutual-Translation Adversarial Networks. AAAI (2021)
Zengguang Hao, Yafang Wang, Zining Liu, Gerard de Melo, Zenglin Xu
Knowledge Fusion via Joint Tensor and Matrix Factorization. Cogn. Comput. 12 (3) (2020)
Sreyasi Nag Chowdhury, William Cheng, Gerard de Melo, Simon Razniewski, Gerhard Weikum
Illustrate Your Story: Enriching Text with Images. WSDM (2020)
Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. CIKM (2020)
Wei Gai, Meng Qi, Mingcong Ma, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng
Employing Shadows for Multi-Person Tracking Based on a Single RGB-D Camera. Sensors 20 (4) (2020)
Kshitij Shah, Gerard de Melo
Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation. CoRR (2020)
Atharva Prabhat Paranjpe, Rajarshi Bhowmik, Gerard de Melo
Facts That Matter: Dynamic Fact Retrieval for Entity-Centric Search Queries. ISWC (Demos/Industry) (2020)
Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo
Interactive Question Clarification in Dialogue via Reinforcement Learning. CoRR (2020)
Tugba Kulahcioglu, Gerard de Melo
Affect-Aware Word Clouds. ACM Trans. Interact. Intell. Syst. 10 (4) (2020)
Kai Yang, Xinyu Kong, Yafang Wang, Jie Zhang, Gerard de Melo
Reinforcement Learning Over Knowledge Graphs for Explainable Dialogue Intent Mining. IEEE Access 8 (2020)
Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal
TIME: Text and Image Mutual-Translation Adversarial Networks. CoRR (2020)
Huan Xing, Chenglei Yang, Xiyu Bao, Sheng Li, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Fan Zhang, Xiangxu Meng
MR Environments Constructed for a Large Indoor Physical Space. CGI (2020)
Rajarshi Bhowmik, Gerard de Melo
A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs. CoRR (2020)

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Gerard de Melo