challenging because of sparseness and bias in online sources. Mango Despite recent progress, large language models (LLMs) still face the challenge of appropriately reacting to the intricacies of social and [...] collection over prior works, and an extrinsic use case demonstrates the benefits of CCSK for the GPT-3 language model. The output of Candle is a set of 1.1M CCSK assertions, organized into 60K coherent clusters [...] commonsense assertions. Moreover, experiments show that this advantage can be leveraged in popular language-model-based commonsense knowledge extraction settings, where task-unspecific fine-tuning on small
Group Computational Biology RG1 Automation of Logic RG2 Network and Cloud Systems RG3 Multimodal Language Processing Computer Vision and Machine Learning People Research People Detection, Pose Estimation [...] and Tracking Visual Privacy Adversarial Robustness Zero-Shot Learning Generative Models Vision and Language Human Activity Recognition Knowledge Transfer and Semi-supervised Learning Weakly Supervised Learning
open information extractor; it identifies and extracts relations and their arguments in natural language text. ClausIE first detects "useful" pieces of information expressed in a sentence, and then represents
{Asim, Mohammad and Wewer, Christopher and Wimmer, Thomas and Schiele, Bernt and Lenssen, Jan Eric}, LANGUAGE = {eng}, URL = {MEt3R: Measuring Multi-View Consistency in Generated Images}, EPRINT = {2501.06336} [...] AUTHOR = {Wewer, Christopher and Raj, Kevin and Ilg, Eddy and Schiele, Bernt and Lenssen, Jan Eric}, LANGUAGE = {eng}, ISBN = {978-3-031-73020-7}, DOI = {10.1007/978-3-031-73021-4_27}, PUBLISHER = {Springer} [...] Priors}, AUTHOR = {Paul, Soumava and Wewer, Christopher and Schiele, Bernt and Lenssen, Jan Eric}, LANGUAGE = {eng}, URL = {https://openreview.net/forum?id=XuNhNyHHwK}, PUBLISHER = {OpenReview.net}, YEAR
Group Computational Biology RG1 Automation of Logic RG2 Network and Cloud Systems RG3 Multimodal Language Processing Home Institute Mission Address Executive Board Scientific Members of MPG Scientific Advisory [...] Group Computational Biology RG1 Automation of Logic RG2 Network and Cloud Systems RG3 Multimodal Language Processing Publications Algorithms & Complexity Computer Vision and Machine Learning Internet A
collection over prior works, and an extrinsic use case demonstrates the benefits of CCSK for the GPT-3 language model. The output of Candle is a set of 1.1M CCSK assertions, organized into 60K coherent clusters
informative review texts. This setting naturally calls for encoding user-specific text with large language models (LLM). However, feeding the full text of all reviews through an LLM has weak signalto-noise [...] informative cues from noisy reviews. Experiments, with book reviews data, show that fine-tuning a small language model with judiciously constructed profiles achieves the best performance, even in comparison to
Group Computational Biology RG1 Automation of Logic RG2 Network and Cloud Systems RG3 Multimodal Language Processing Alumni Deutsch Departments Alumni Ganzinger Workshop on Programming Logics Pictures Breaks
Group Computational Biology RG1 Automation of Logic RG2 Network and Cloud Systems RG3 Multimodal Language Processing Databases and Information Systems People Former Members and Guests Research Commonsense
large document collections, for the analysis and automated extraction of knowledge from natural language text, and for pattern mining and logical reasoning on the resulting knowledge bases. Department
