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Gerard de Melo
Person information
- affiliation: University of Potsdam, Germany
- affiliation: Hasso Plattner Institute, Potsdam, Germany
- affiliation (former): Rutgers, The State University of New Jersey, New Brunswick, USA
- affiliation (former): Tsinghua University
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2020 – today
- 2025
- [c182]Xiechi Zhang, Shunfan Zheng, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Liang He:
ACE-M³: Automatic Capability Evaluator for Multimodal Medical Models. COLING 2025: 4030-4054 - 2024
- [j31]Shahab Raji
, Malihe Alikhani, Gerard de Melo, Matthew Stone:
A corpus of Persian literary text. Lang. Resour. Evaluation 58(2): 409-425 (2024) - [j30]Vito Walter Anelli, Li Chen, Gerard de Melo, Julian J. McAuley, Fedelucio Narducci, Azzurra Ragone:
Preface to the special issue on conversational recommender systems: theory, models, evaluations, and trends. User Model. User Adapt. Interact. 34(5): 1529-1533 (2024) - [c181]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: 17709-17717 - [c180]Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo:
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents. ACL (1) 2024: 4656-4666 - [c179]Marc Maurer, Tolga Buz, Christian Dremel, Gerard de Melo:
Design and Evaluation of an AI-Augmented Screening System for Venture Capitalists. ECIS 2024 - [c178]Kris-Fillip Kahl, Tolga Buz, Russa Biswas, Gerard de Melo:
LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering. EMNLP (Findings) 2024: 2028-2053 - [c177]Zetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He:
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios. EMNLP 2024: 8428-8438 - [c176]Zhengjie Huang, Pingsheng Liu, Gerard de Melo, Liang He, Linlin Wang:
Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning. ICASSP 2024: 12441-12445 - [c175]Babajide Alamu Owoyele, Martin Schilling, Rohan Sawahn, Niklas Kaemer, Pavel Zherebenkov, Bhuvanesh Verma, Wim Pouw, Gerard de Melo:
MaskAnyone Toolkit : Offering Strategies for Minimizing Privacy Risks and Maximizing Utility in Audio-Visual Data Archiving. ICIS 2024 - [c174]Roi Cohen, Konstantin Dobler, Eden Biran, Gerard de Melo:
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token. NeurIPS 2024 - [c173]Jonathan Janetzki, Gerard de Melo, Joshua Nemecek, Daniel Whitenack:
GUIDE: Creating Semantic Domain Dictionaries for Low-Resource Languages. SIGTYPE 2024: 10-24 - [c172]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: 291-307 - [c171]Tibor Bleidt, Sedigheh Eslami, Gerard de Melo:
ArtQuest: Countering Hidden Language Biases in ArtVQA. WACV 2024: 7311-7320 - [c170]Maximilian Schall, Tamara Czinczoll, Gerard de Melo:
CommitBench: A Benchmark for Commit Message Generation. SANER 2024: 728-739 - [c169]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: 320-330 - [d2]Maximilian Schall
, Tamara Czinczoll
, Gerard de Melo
:
CommitBench. Zenodo, 2024 - [i71]Tamara Czinczoll, Christoph Hönes, Maximilian Schall, Gerard de Melo:
NextLevelBERT: Investigating Masked Language Modeling with Higher-Level Representations for Long Documents. CoRR abs/2402.17682 (2024) - [i70]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 abs/2403.00025 (2024) - [i69]Maximilian Schall, Tamara Czinczoll, Gerard de Melo:
CommitBench: A Benchmark for Commit Message Generation. CoRR abs/2403.05188 (2024) - [i68]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 abs/2405.01660 (2024) - [i67]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 abs/2406.01551 (2024) - [i66]Sedigheh Eslami, Gerard de Melo:
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP. CoRR abs/2406.17639 (2024) - [i65]Babajide Alamu Owoyele, Martin Schilling, Rohan Sawahn, Niklas Kaemer, Pavel Zherebenkov, Bhuvanesh Verma, Wim Pouw, Gerard de Melo:
MaskAnyone Toolkit: Offering Strategies for Minimizing Privacy Risks and Maximizing Utility in Audio-Visual Data Archiving. CoRR abs/2408.03185 (2024) - [i64]Konstantin Dobler, Gerard de Melo:
Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough. CoRR abs/2408.15793 (2024) - [i63]Zetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He:
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios. CoRR abs/2410.03502 (2024) - [i62]Moritz Feuerpfeil, Marco Cipriano, Gerard de Melo:
Vector Grimoire: Codebook-based Shape Generation under Raster Image Supervision. CoRR abs/2410.05991 (2024) - [i61]Leo Kohlenberg, Leonard Horns, Frederic Sadrieh, Nils Kiele, Matthis Clausen, Konstantin Ketterer, Avetis Navasardyan, Tamara Czinczoll, Gerard de Melo, Ralf Herbrich:
Learning to Predict Usage Options of Product Reviews with LLM-Generated Labels. CoRR abs/2410.12470 (2024) - [i60]Margarita Bugueño, Hazem Abou Hamdan, Gerard de Melo:
GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization. CoRR abs/2410.21315 (2024) - [i59]Roi Cohen, Konstantin Dobler, Eden Biran, Gerard de Melo:
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token. CoRR abs/2412.06676 (2024) - [i58]Xiechi Zhang, Shunfan Zheng, Linlin Wang, Gerard de Melo, Zhu Cao, Xiaoling Wang, Liang He:
ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models. CoRR abs/2412.11453 (2024) - [i57]Xin Yi, Shunfan Zheng, Linlin Wang, Gerard de Melo, Xiaoling Wang, Liang He:
NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning. CoRR abs/2412.12497 (2024) - 2023
- [j29]Manish Puri, Aparna S. Varde
, Gerard de Melo:
Commonsense based text mining on urban policy. Lang. Resour. Evaluation 57(2): 733-763 (2023) - [j28]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): 2:1-2:38 (2023) - [j27]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): 4:1-4:32 (2023) - [j26]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): 10:1-10:19 (2023) - [j25]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) - [c168]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: 13255-13263 - [c167]Linlin Wang, Zefeng Cai, Gerard de Melo, Zhu Cao, Liang He:
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation. AAAI 2023: 13691-13699 - [c166]Niklas Kammer, Florian Borchert, Silvia Winkler, Gerard de Melo, Matthieu-P. Schapranow:
Resolving Elliptical Compounds in German Medical Text. BioNLP@ACL 2023: 292-305 - [c165]Sedigheh Eslami, Christoph Meinel, Gerard de Melo:
PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? EACL (Findings) 2023: 1151-1163 - [c164]Lena Schwertmann, Manoj Prabhakar Kannan Ravi, Gerard de Melo:
Model-Agnostic Bias Measurement in Link Prediction. EACL (Findings) 2023: 1587-1603 - [c163]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: 1717-1727 - [c162]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: 2147-2162 - [c161]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: 8943-8960 - [c160]Konstantin Dobler, Gerard de Melo:
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models. EMNLP 2023: 13440-13454 - [c159]Tolga Buz, Gerard de Melo:
WallStreetBets: An Analysis of Investment Advice Democratization. HICSS 2023: 2150-2159 - [c158]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: 6519-6524 - [c157]Sameena Shah
, Xiaodan Zhu
, Gerard de Melo
, Armineh Nourbakhsh
, Xiaomo Liu
, Zhiqiang Ma
, Charese Smiley
, Zhiyu Chen
:
Robust NLP for Finance (RobustFin). KDD 2023: 5884-5885 - [c156]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: 1259-1262 - [c155]Jingyi Zhang, Gerard de Melo, Hongfei Xu, Kehai Chen:
A Closer Look at Transformer Attention for Multilingual Translation. WMT 2023: 496-506 - [c154]Aparna S. Varde
, Gerard de Melo
, Boxiang Dong
:
Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics. WWW (Companion Volume) 2023: 1225-1227 - [e5]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Proceedings of the Fifth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 17th ACM Conference on Recommender Systems (RecSys 2023), Singapore, September 19th, 2023. CEUR Workshop Proceedings 3560, CEUR-WS.org 2023 [contents] - [d1]Shahab Raji
, Malihe Alikhani, Gerard de Melo
, Matthew Stone:
A Corpus of Persian Literary Text. Zenodo, 2023 - [i56]Tolga Buz, Gerard de Melo:
Democratization of Retail Trading: Can Reddit's WallStreetBets Outperform Investment Bank Analysts? CoRR abs/2301.00170 (2023) - [i55]Sepehr Janghorbani, Gerard de Melo:
MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models. CoRR abs/2303.12734 (2023) - [i54]Konstantin Dobler, Gerard de Melo:
FOCUS: Effective Embedding Initialization for Specializing Pretrained Multilingual Models on a Single Language. CoRR abs/2305.14481 (2023) - [i53]Margarita Bugueño, Gerard de Melo:
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? CoRR abs/2305.14578 (2023) - [i52]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 abs/2308.06374 (2023) - [i51]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 abs/2309.14468 (2023) - [i50]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 abs/2310.11818 (2023) - [i49]Johannes Hagemann
, Samuel Weinbach, Konstantin Dobler, Maximilian Schall, Gerard de Melo:
Efficient Parallelization Layouts for Large-Scale Distributed Model Training. CoRR abs/2311.05610 (2023) - [i48]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 abs/2312.12806 (2023) - 2022
- [j24]Aidan Hogan
, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez
, 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): 71:1-71:37 (2022) - [j23]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): 2140-2154 (2022) - [j22]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: 101236 (2022) - [c153]Zefeng Cai, Linlin Wang, Gerard de Melo, Fei Sun, Liang He:
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation. ACL (Findings) 2022: 68-78 - [c152]Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang:
Improving Personalized Explanation Generation through Visualization. ACL (1) 2022: 244-255 - [c151]Pratik Agrawal, Tolga Buz, Gerard de Melo:
WallStreetBets Beyond GameStop, YOLOs, and the Moon: The Unique Traits of Reddit's Finance Communities. AMCIS 2022 - [c150]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: 2732-2742 - [c149]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: 388-404 - [c148]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: 102-110 - [c147]Changqun Li
, Linlin Wang, Xin Lin, Gerard de Melo, Liang He:
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. EMNLP 2022: 1096-1106 - [c146]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: 2809-2821 - [c145]Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel:
Art Creation with Multi-Conditional StyleGANs. IJCAI 2022: 4936-4942 - [c144]Yanbo Fang, Zuohui Fu, Xin Dong, Yongfeng Zhang, Gerard de Melo:
Assessing Combinational Generalization of Language Models in Biased Scenarios. AACL/IJCNLP (2) 2022: 392-397 - [c143]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: 663-666 - [c142]Shijie Geng, Zuohui Fu, Juntao Tan, Yingqiang Ge, Gerard de Melo, Yongfeng Zhang:
Path Language Modeling over Knowledge Graphsfor Explainable Recommendation. WWW 2022: 946-955 - [e4]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Proceedings of the Fourth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), Seattle, WA, USA, September 22nd, 2022. CEUR Workshop Proceedings 3294, CEUR-WS.org 2022 [contents] - [i47]Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel:
Art Creation with Multi-Conditional StyleGANs. CoRR abs/2202.11777 (2022) - [i46]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 abs/2203.00281 (2022) - [i45]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. CoRR abs/2206.04615 (2022) - [i44]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 abs/2208.03550 (2022) - [i43]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 abs/2210.05556 (2022) - 2021
- [b2]Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier
, Axel-Cyrille Ngonga Ngomo
, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann:
Knowledge Graphs. Synthesis Lectures on Data, Semantics, and Knowledge, Morgan & Claypool Publishers 2021, ISBN 978-3-031-00790-3, pp. 1-257 - [j21]Tugba Kulahcioglu
, Gerard de Melo
:
Semantics-aware typographical choices via affective associations. Lang. Resour. Evaluation 55(1): 105-126 (2021) - [c141]Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal:
TIME: Text and Image Mutual-Translation Adversarial Networks. AAAI 2021: 2082-2090 - [c140]Abu Awal Md Shoeb, Gerard de Melo:
Assessing Emoji Use in Modern Text Processing Tools. ACL/IJCNLP (1) 2021: 1379-1388 - [c139]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: 4897-4908 - [c138]Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo:
Data Augmentation with Adversarial Training for Cross-Lingual NLI. ACL/IJCNLP (1) 2021: 5158-5167 - [c137]Rajarshi Bhowmik, Karl Stratos, Gerard de Melo:
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. LOUHI@EACL 2021: 28-37 - [c136]Zuohui Fu, Yikun Xian, Shijie Geng, Gerard de Melo, Yongfeng Zhang:
Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems. CIKM 2021: 494-503 - [c135]