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Michele, Vescovi; Cettolo, Mauro; Romeo, Rizzi,A DP Algorithm for Speaker Change Detection,Eurospeech 2003,2003, pp. 2997-3000
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Cettolo, Mauro,Porting an Audio Partitioner Across Domains,ICASSP 2002,2002, pp. 301-304
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Bertoldi, Nicola; Brugnara, Fabio; Cettolo, Mauro; Federico, Marcello; Giuliani, Diego,Cross-Task Portability of a Broadcast News Speech Recognition System,in ยซSPEECH COMMUNICATIONยป,vol. 38,n. 3-4,2002, pp. 335-347
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Brugnara, Fabio; Cettolo, Mauro; Federico, Marcello; Giuliani, Diego,Issues in Automatic Transcription of Historical Audio Data,ICSLP 2002,2002, pp. 1441-1444
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Pianta, Emanuele; Bentivogli, Luisa; Girardi, Christian,MultiWordNet: developing an aligned multilingual database,First International Conference on Global WordNet,2002, pp. 293-302
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Bentivogli, Luisa; Pianta, Emanuele,Opportunistic Semantic Tagging,Third International Conference on Language Resources and Evaluation (LREC 2002),2002, pp. 1401-1406
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Bentivogli, Luisa; Pianta, Emanuele,Detecting hidden multiwords in bilingual dictionaries,Tenth EURALEX International Congress [EURALEX-2002],2002, pp. 785-793
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Bentivogli, Luisa; Girardi, Christian; Giuliano, Claudio; Pianta, Emanuele,The MEANING Italian Corpus,2002
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Bentivogli, Luisa; Girardi, Christian,The MEANING Italian Corpus,2002
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Bentivogli, Luisa; Pianta, Emanuele,Beyond Lexical Units: Enriching WordNets with Phrasets,2002
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F., Metze; J., Mcdonough; H., Soltau; A., Waibel; A., Lavie; S., Buger; C., Langley; Loraine, Levin; T. Pianesi F., Schultz; Cattoni, Roldano; Lazzari, Giannino; Mana, Nadia; Pianta, Emanuele; L., Besacier; H., Blanchon; D., Vaufreydaz; L., Taddei,The NESPOLE! Speech-to-Speech Translation System,Human Language Technology Conference (HLT2002),2002, pp. 378-383
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A., Lavie; F., Metze; Pianesi, Fabio; J., Mcdonough; H., Soltau; A., Waibel; S., Burger; C., Langley; Loraine, Levin; T. Pianesi F., Schultz; Cattoni, Roldano; Lazzari, Giannino; Mana, Nadia; Pianta, Emanuele; Costantini, Erica; L., Besacier; H., Blanchon; D., Vaufreydaz; L., Taddei,Enhancing the Usability and Performance of NESPOLE!: a Real-World Speech-to-Speech Translation System,Human Language Technology Conference (HLT2002),2002, pp. 269-274
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Lori, Levin; Donna, Gates; Dorcas, Wallace; Kay, Peterson; Alon, Lavie; Pianesi, Fabio; Pianta, Emanuele; Cattoni, Roldano; Mana, Nadia,ACL-02 Workshop on Speech-to-Speech Translation: Algorithms and Systems,2002, pp. 53-60
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A., Lavie; F., Metze; Cattoni, Roldano; Costantini, Erica,A Multi-Perspective Evaluation of the NESPOLE! Speech-to-Speech Translation System,ACL-02 Workshop on Speech-to-Speech Translation: Algorithms and Systems,2002, pp. 121-128
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Cattoni, Roldano; M., Danieli; A., Panizza; Sandrini, Vanessa; C., Soria,ADAM: The SI-TAL Corpus of Annotated Dialogues,Proceedings of the Third International Concerence on Language Resources and Evaluation [LREC 2002],2002
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Magnini, Bernardo; Negri, Matteo; Prevete, Roberto; Tanev, Hristo,Is It the Right Answer? Exploiting Web Redundancy for Answer Validation,Proceedings of ACL-02 Conference, 40th Anniversary Meeting of the Association for Computational Linguistics,2002, pp. 425-432
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Magnini, Bernardo; Negri, Matteo; Prevete, Roberto; Tanev, Hristo,Towards Automatic Evaluation of Question/Answering Systems,LREC 2002,2002, pp. 128-134
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Magnini, Bernardo; Negri, Matteo; Prevete, Roberto; Tanev, Hristo,A Wordnet-based Approach to Named-Entities Recognition,SemaNet 2002, COLING Workshop on Building and Using Semantic Networks,2002
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Magnini, Bernardo; Negri, Matteo; Prevete, Roberto; Tanev, Hristo,Comparing Statistical and Content-Based Techniques for Answer Validation on the Web,AI*IA 2002,2002
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Magnini, Bernardo; Negri, Matteo; Prevete, Roberto; Tanev, Hristo,Mining Knowledge from Repeated Co-orrurrences: DIOGENE at TREC-2002,TREC 11,2002, pp. 433-441
๐ค What Matters in Data for DPO? I asked myself this question a few days ago while trying to understand how to generate a dataset with preferences to run #DPO. This recent #NeurIPS paper answered some of my questions. The findings are simple but crucial for data creation:
๐ Come and join our group! ๐
We offer 2 fully funded PhD positions:
๐ Human-Centred Evaluation Frameworks for Multilingual Technologies (A6)
๐ค Multimedia Personalization with Multimodal Large Language Models (A7)
โฐ Deadline: 15 May 2026
๐ Details: https://iecs.unitn.it/education/admission/call-for-application
Our pick of the week by
@FBKZhihangXie
: "Detecting Hallucination in SpeechLLMs at Inference Time Using Attention Maps" by @JWaldendorf, Bashar Awwad Shiekh Hasan and Evgenii Tsymbalov
๐ฐ
#SpeechLLM #Hallucination
๐ New paper: Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps
๐ http://arxiv.org/abs/2604.19565
๐งฉ Lightweight inference-time detection for SpeechLLM hallucinations via audio attention.
โจ Attention classifiers beat uncertainty baselines on ASR and S2TT.
๐ New Shared Task: Model Compression for Machine Translation at #WMT2026 (co-located with #EMNLP2026)!
๐
Test data out on June 18th, submissions by July 2nd!
Can you shrink an LLM and keep translation quality high? ๐ง ๐ง
๐ https://www2.statmt.org/wmt26/model-compression.html #NLP #ML #LLM #ModelCompression