Raphaël Troncy
@rtroncy.bsky.social
Prof. of Computer Science @EURECOM. AI, Knowledge Engineering, NLP, RecSys.
Can We Trust the Judges? This is the question we asked in validating factuality evaluation methods via answer perturbation. Check out the results at the #EvalLLM2025 workshop at #TALN2025
Blog: giovannigatti.github.io/trutheval/
Watch: www.youtube.com/watch?v=f0XJ...
Play: github.com/GiovanniGatt...
Blog: giovannigatti.github.io/trutheval/
Watch: www.youtube.com/watch?v=f0XJ...
Play: github.com/GiovanniGatt...
June 30, 2025 at 12:55 PM
Can We Trust the Judges? This is the question we asked in validating factuality evaluation methods via answer perturbation. Check out the results at the #EvalLLM2025 workshop at #TALN2025
Blog: giovannigatti.github.io/trutheval/
Watch: www.youtube.com/watch?v=f0XJ...
Play: github.com/GiovanniGatt...
Blog: giovannigatti.github.io/trutheval/
Watch: www.youtube.com/watch?v=f0XJ...
Play: github.com/GiovanniGatt...
Thanks to the jury members for having evaluated this work: Elena Demidov, Enrico Motta, Serena Villata, @papotti.bsky.social / co supervised with Pasquale Lisena
June 28, 2025 at 12:02 PM
Thanks to the jury members for having evaluated this work: Elena Demidov, Enrico Motta, Serena Villata, @papotti.bsky.social / co supervised with Pasquale Lisena
A third contribution is a method that relies on the JoinGT system but incorporates fine-grained causal relationships between events from FARO for generating narratives and stories of events. We demonstrated that qualitatively, the generated summaries are more complete.
June 28, 2025 at 12:00 PM
A third contribution is a method that relies on the JoinGT system but incorporates fine-grained causal relationships between events from FARO for generating narratives and stories of events. We demonstrated that qualitatively, the generated summaries are more complete.
This dataset can then be used to fine-tune language models (RoBERTa and REBEL) to be more effective at detecting fine-grained causal relationships between events in texts.
A demonstrator making use of these models is available at demo.kflow.eurecom.fr
A demonstrator making use of these models is available at demo.kflow.eurecom.fr
June 28, 2025 at 11:59 AM
This dataset can then be used to fine-tune language models (RoBERTa and REBEL) to be more effective at detecting fine-grained causal relationships between events in texts.
A demonstrator making use of these models is available at demo.kflow.eurecom.fr
A demonstrator making use of these models is available at demo.kflow.eurecom.fr
A second major contribution is the largest dataset containing fine-grained annotations of causal relationships between events (enable, prevent, intend, directly cause). This dataset comes from common sense (ATOMIC), news corpus (CNC) and synthetic #LLM generated data.
June 28, 2025 at 11:58 AM
A second major contribution is the largest dataset containing fine-grained annotations of causal relationships between events (enable, prevent, intend, directly cause). This dataset comes from common sense (ATOMIC), news corpus (CNC) and synthetic #LLM generated data.
Youssra also investigated how capable #LLMs are for reverse-engineering competency questions and deriving user stories out of formal ontologies. Results demonstrate that recent large models such as GPT4 are effective for general domain.
June 28, 2025 at 11:57 AM
Youssra also investigated how capable #LLMs are for reverse-engineering competency questions and deriving user stories out of formal ontologies. Results demonstrate that recent large models such as GPT4 are effective for general domain.
A first contribution is the Facts and Events Relationships Ontology (FARO) that harmonizes different models representing event relations. This is available at anr-kflow.github.io/faro/
June 28, 2025 at 11:56 AM
A first contribution is the Facts and Events Relationships Ontology (FARO) that harmonizes different models representing event relations. This is available at anr-kflow.github.io/faro/
This is #PhD defense day at EURECOM. Youssra Rebboud is defending her 3.5 years research work on causal event relationship modeling, extraction and applications derived from them, scholar.google.com/citations?us...
June 28, 2025 at 11:55 AM
This is #PhD defense day at EURECOM. Youssra Rebboud is defending her 3.5 years research work on causal event relationship modeling, extraction and applications derived from them, scholar.google.com/citations?us...
Last demo to conclude #WAICF2025. Try out CimpleKG to fight #misinformation:
✅ Daily updated data from 77 fact-checking organizations
✅ Links 217k+ misinformation-related documents in 26 lang from 36 countries
✅ 15M+ triples, 263k+ entities & 1M+ textual features
✅ Daily updated data from 77 fact-checking organizations
✅ Links 217k+ misinformation-related documents in 26 lang from 36 countries
✅ 15M+ triples, 263k+ entities & 1M+ textual features
February 14, 2025 at 3:04 PM
Last demo to conclude #WAICF2025. Try out CimpleKG to fight #misinformation:
✅ Daily updated data from 77 fact-checking organizations
✅ Links 217k+ misinformation-related documents in 26 lang from 36 countries
✅ 15M+ triples, 263k+ entities & 1M+ textual features
✅ Daily updated data from 77 fact-checking organizations
✅ Links 217k+ misinformation-related documents in 26 lang from 36 countries
✅ 15M+ triples, 263k+ entities & 1M+ textual features
We have presented @WAICANNES Conso Explorer, a joint work with @edfofficiel.bsky.social #SEQUOIA R&D team, that developed the largest #Knowledge #Graph about #electricity consumption in France.
Billions of #RDF triples coming from #enedis #rte #meteofrance #insee #ign
Billions of #RDF triples coming from #enedis #rte #meteofrance #insee #ign
February 14, 2025 at 11:55 AM
We have presented @WAICANNES Conso Explorer, a joint work with @edfofficiel.bsky.social #SEQUOIA R&D team, that developed the largest #Knowledge #Graph about #electricity consumption in France.
Billions of #RDF triples coming from #enedis #rte #meteofrance #insee #ign
Billions of #RDF triples coming from #enedis #rte #meteofrance #insee #ign
Opening of the #WAICF2025 by the French Minister on Digital and AI @clarachappaz.bsky.social !
Come visit the booth E24 where EURECOM has an outstanding line up of demos over the next 2 days!
Come visit the booth E24 where EURECOM has an outstanding line up of demos over the next 2 days!
February 13, 2025 at 9:12 AM
Opening of the #WAICF2025 by the French Minister on Digital and AI @clarachappaz.bsky.social !
Come visit the booth E24 where EURECOM has an outstanding line up of demos over the next 2 days!
Come visit the booth E24 where EURECOM has an outstanding line up of demos over the next 2 days!
What a day at the #AI #Summit! Thrilled to report that EURECOM won the AI Frugal Challenge organized by @hf.co
Our task: detect misinformation about climate change in texts
The catch: be accurate but be very energy savvy!
More to come with #ClimateSense, a new EU project
Our task: detect misinformation about climate change in texts
The catch: be accurate but be very energy savvy!
More to come with #ClimateSense, a new EU project
February 11, 2025 at 3:47 PM
What a day at the #AI #Summit! Thrilled to report that EURECOM won the AI Frugal Challenge organized by @hf.co
Our task: detect misinformation about climate change in texts
The catch: be accurate but be very energy savvy!
More to come with #ClimateSense, a new EU project
Our task: detect misinformation about climate change in texts
The catch: be accurate but be very energy savvy!
More to come with #ClimateSense, a new EU project
At the #AISummit Business Day listening the French and German minister of economic affairs. Proud to represent EURECOM for demonstrating #EULER, our innovative LLM-RAG tuned for Socratic interactions that aims to improve how students learn our graduate courses! #ai #education
February 11, 2025 at 8:19 AM
At the #AISummit Business Day listening the French and German minister of economic affairs. Proud to represent EURECOM for demonstrating #EULER, our innovative LLM-RAG tuned for Socratic interactions that aims to improve how students learn our graduate courses! #ai #education
Meet EULER (EURECOM Language Model for Education and Research) and our new #Socratic LLM for AI-Driven Education, eurecom-blog.medium.com/eurecoms-soc...
Model available @huggingface.bsky.social and @ollama.bsky.social
#LLM #RAG #EduTech
December 16, 2024 at 8:07 AM
Meet EULER (EURECOM Language Model for Education and Research) and our new #Socratic LLM for AI-Driven Education, eurecom-blog.medium.com/eurecoms-soc...
Model available @huggingface.bsky.social and @ollama.bsky.social
#LLM #RAG #EduTech
Fantastic talk from Serena Villata at the #SophiaSummit who is presenting the state of the art in argument mining. Datasets and tools available such as DispuTOOL and USElecDeb60To20. Supervised #BERT based models are still better than LLMs in particular for argument reasoning
November 27, 2024 at 11:44 AM
Fantastic talk from Serena Villata at the #SophiaSummit who is presenting the state of the art in argument mining. Datasets and tools available such as DispuTOOL and USElecDeb60To20. Supervised #BERT based models are still better than LLMs in particular for argument reasoning
More importantly, Julien is presenting a unique evaluation grid for qualitatively evaluating the #ontology automatically built by LLMs. Main results: ontologies are often too flat and insufficiently specific. #semwebpro
Check out www.lettria.com for a demo
Check out www.lettria.com for a demo
November 21, 2024 at 9:12 AM
More importantly, Julien is presenting a unique evaluation grid for qualitatively evaluating the #ontology automatically built by LLMs. Main results: ontologies are often too flat and insufficiently specific. #semwebpro
Check out www.lettria.com for a demo
Check out www.lettria.com for a demo
Can #AI and #LLM be used to facilitate the knowledge engineering process? Julien Plu from #LettrIA is presenting the ontology toolkit that leverages LLM to generate competency questions, classes, properties and their axiomatization using solely documents and a description of the domain.
November 21, 2024 at 8:59 AM
"CimpleKG: A Continuously Updated Knowledge Graph on Misinformation, Factors and Fact-Checks", won the Best Resource Paper award at #iswc2024. Check out github.com/CIMPLE-proje... for the resource
November 17, 2024 at 10:18 PM
"CimpleKG: A Continuously Updated Knowledge Graph on Misinformation, Factors and Fact-Checks", won the Best Resource Paper award at #iswc2024. Check out github.com/CIMPLE-proje... for the resource