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Babelscape is a deep tech company founded in 2016 focused on multilingual Natural Language Processing with the main goal of enabling semantic text understanding and scaling enterprise applications to many languages without effort. Roberto Navigli DIAGSapienza SapienzaNLP

Classy is a PyTorch-based library for the fast prototyping and sharing of deep neural network models. It wraps the best libraries like PyTorch Lightning, Transformers, Streamlit and offers them to users with a simple CLI interface. Try it here: github.com/sunglasses-ai/…

Empower your natural language applications with WordAtlas! #WordAtlas is the next-generation multilingual knowledge graph. What makes it special is its linkage between words and concepts in hundreds of languages. babelscape.com/wordatlas

Open & commercial Neural Machine Translation models heavily suffer from disambiguation biases! We present DiBiMT, our novel benchmark for lexical-semantic bias in MT at #ACL2022! By Niccolò Campolungo Federico Martelli Francesco Saina Roberto Navigli @ELEXIS_EU #NLProc 📝:researchgate.net/publication/35…

The Rome Workshop on 10 Years of #BabelNet & Multilingual Neurosymbolic Natural Language Understanding was a great success, with productive in-person discussions, amazing talks & >100 online participants! Thanks! European Research Council (ERC) @Babelscape SapienzaNLP Sapienza Università di Roma WikiResearch

📢 It looks like relative representations are here to stay! I'm beyond thrilled to announce that our work has been selected as one of the notable top 5% (oral) papers at #iclr23 ! 🥳 x.com/moschella_luca… [1/5]

Excited about #ChatGPT for your business? Check out #Emotionary! The revolutionary #multilingual AI system that understands #emotions: #analyze customer reviews, #track feelings in #news, #socialmedia & #chatbot conversations! babelscape.com/emotionary

Tomorow at 5pm Stefan Bejgu will present our research work on word alignment in 14 language pairs! CLiC-it Conference #CliCit2023, joint with SapienzaNLP and many other partners! #NLProc #LLMs

How to Mitigate Hallucinations in Large Language Models (#LLMs)?🤔 In this new Medium article, I review the most recent research on mitigating hallucinations, and explain the main methods that are used to address this issue. 📑 generativeai.pub/how-to-mitigat… #AI #NLP #GPT4 #LLM

📢Happy to share that "Neuralign: A Context-Aware, Cross-Lingual and Fully-Neural Sentence Alignment System for Long Texts" has been accepted to #EACL2024 (main) 🫂Huge thanks to my co-authors Stefan Bejgu Simone Tedeschi Simone Conia Roberto Navigli 📃More details coming soon! #NLProc

Exciting strides in text summarization with LLMs 🚀but verifying their factual accuracy is still an open challenge 🤔 We introduce FENICE, a factuality-oriented metric for summarization with a strong focus on interpretability🔍arxiv.org/abs/2403.02270 #NLProc #LLMs #Factuality

Come to chat with us at the poster session C in #EACL2024, starting now in room Radisson! #NLProc

Post #ACL2024nlp dinner in #Bangkok with most of the presenting/attending band from our group + @Babelscape. Left to right: Stefan Bejgu Lorenzo Proietti Giuliano Martinelli Stefano perrella Riccardo Orlando Francesco Maria Tucci Roberto Navigli Karim Kamal & Celebrating our outstanding paper award! #NLProc

🔵🔴When do distinct learning processes learn similar representations? Detecting patterns and conditions for this to happen is an open direction: a thread🧵 Working on this topic? Submit at: openreview.net/group?id=NeurI… DEADLINE: 20 Sept See you at NeurIPS Conference! 🔵🔴 [1/N]

✨Tired of verifying #AI-generated info?😵 🔎Meet Vera, our #LLM-based fact-checker using trusted sources from the Web or your knowledge base. 💥Check out the live demo at Rome #MakerFaire2024 (Oct 25-27)! More info 👉: babelscape.com/article/babels… #FactChecking #Misinformation

🚀 Today marks the start of the Maker Faire Rome - The European Edition 🎉 We’re super excited to be part of it and introduce #Vera, our new LLM-powered fact-checking tool! 🤖🧠 Here’s a sneak peek of what you can expect at our booth! 👀✨ #MakerFaireRome #FactChecking #LLM #ArtificialIntelligence

✨ Meet #ResiDual, a novel perspective on the alignment of multimodal latent spaces! Think of it as a spectral "panning for gold" along the residual stream. It improves text-image alignment by simply amplifying task-related directions! 🌌🔍 arxiv.org/abs/2411.00246 [1/6]

Want to know if an AI is lying? LLM-OASIS helps detect factual accuracy in AI outputs with 81k training examples. LLM-OASIS introduces the largest dataset for training factuality evaluators, created by extracting and falsifying information from Wikipedia articles. This enables

Four of our industrial #PhD students, Stefan Bejgu, Pere-Lluís Huguet Cabot, Alessandro Scirè and Simone Tedeschi, were awarded their #PhD in #AI last Friday with the best grades (and two cum laude)! Congrats all! 👏 🎉 With Roberto Navigli, their advisor and Babelscape's scientific director, in the photo