David Kletz

6 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

EMNLP (3) AACL (1) CoNLL (1) SemEval (1)

Top co-authors

Fabio Rinaldi (2) Marie Candito (2) Pascal Amsili (2) Sandra Mitrović (2) Ljiljana Dolamic (2) Marco Pierbattista (1) Siva Kalyan (1) Claudio Bonesana (1) Martial Pastor (1) Yuntao Li (1)

Research topics

Natural Language Processing (4) Artificial Intelligence (3) Core AI (3) Resources & Methods (3) Machine Learning (2) Understanding (2) Computer Science (1) Deep Learning (1) Interdisciplinary (1) Applications (1) Architectures (1) Core Methods (1) Learning Types (1) Linguistics (1) Systems (1)

Keywords

pre-trained language model (2) hallucination detection (2) factual accuracy (1) model evaluation (1) semantic analysis (1) cross-linguistic analysis (1) compositional representation (1) masked prediction (1) masked language modeling (1) multilingual evaluation (1) multi-layer perceptron (1) contextual embedding (1) small language model (1) semantic change (1) polarity inversion (1) negation operator (1) span detection (1) voting ensemble (1) large language model (1) collective intelligence (1)

Papers

Assessing RAG System Capabilities on Financial Documents EMNLP 2025 Better Together: Towards Localizing Fact-Related Hallucinations using Open Small Language Models AACL 2025 Polarity inversion operators in PLM CoNLL 2025 Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection SemEval 2025 EvoSem: A database of polysemous cognate sets EMNLP 2023 The Self-Contained Negation Test Set EMNLP 2023