Zobrazeno 1 - 10
of 259
pro vyhledávání: '"Dascalu, Mihai"'
Natural Language Inference (NLI) evaluation is crucial for assessing language understanding models; however, popular datasets suffer from systematic spurious correlations that artificially inflate actual model performance. To address this, we propose
Externí odkaz:
http://arxiv.org/abs/2410.03429
Autor:
Masala, Mihai, Ilie-Ablachim, Denis C., Dima, Alexandru, Corlatescu, Dragos, Zavelca, Miruna, Olaru, Ovio, Terian, Simina, Terian, Andrei, Leordeanu, Marius, Velicu, Horia, Popescu, Marius, Dascalu, Mihai, Rebedea, Traian
In recent years, Large Language Models (LLMs) have achieved almost human-like performance on various tasks. While some LLMs have been trained on multilingual data, most of the training data is in English; hence, their performance in English greatly e
Externí odkaz:
http://arxiv.org/abs/2406.18266
Autor:
Masala, Mihai, Ilie-Ablachim, Denis C., Corlatescu, Dragos, Zavelca, Miruna, Leordeanu, Marius, Velicu, Horia, Popescu, Marius, Dascalu, Mihai, Rebedea, Traian
In recent years, Large Language Models (LLMs) have achieved almost human-like performance on various tasks. While some LLMs have been trained on multilingual data, most of the training data is in English. Hence, their performance in English greatly e
Externí odkaz:
http://arxiv.org/abs/2405.07703
Autor:
Paraschiv, Andrei, Dascalu, Mihai
Conspiracy theories have become a prominent and concerning aspect of online discourse, posing challenges to information integrity and societal trust. As such, we address conspiracy theory detection as proposed by the ACTI @ EVALITA 2023 shared task.
Externí odkaz:
http://arxiv.org/abs/2309.16275
Autor:
Smădu, Răzvan-Alexandru, Zaharia, George-Eduard, Avram, Andrei-Marius, Cercel, Dumitru-Clementin, Dascalu, Mihai, Pop, Florin
Keyphrase identification and classification is a Natural Language Processing and Information Retrieval task that involves extracting relevant groups of words from a given text related to the main topic. In this work, we focus on extracting keyphrases
Externí odkaz:
http://arxiv.org/abs/2301.06902
In recent times, the detection of hate-speech, offensive, or abusive language in online media has become an important topic in NLP research due to the exponential growth of social media and the propagation of such messages, as well as their impact. M
Externí odkaz:
http://arxiv.org/abs/2205.14769
Complex word identification (CWI) is a cornerstone process towards proper text simplification. CWI is highly dependent on context, whereas its difficulty is augmented by the scarcity of available datasets which vary greatly in terms of domains and la
Externí odkaz:
http://arxiv.org/abs/2205.07283