Giuseppe Riccardi

Garbage In, Reasoning Out? Why Benchmark Scores are Unreliable and What to Do About It EACL 2026 CIVET: Systematic Evaluation of Understanding in VLMs EMNLP 2025 DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024 Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? EMNLP 2024 Let's Give a Voice to Conversational Agents in Virtual Reality Interspeech 2023 Response Generation in Longitudinal Dialogues: Which Knowledge Representation Helps? ACL 2023 Understanding Emotion Valence is a Joint Deep Learning Task ACL 2023 What’s New? Identifying the Unfolding of New Events in a Narrative ACL 2023 Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives ACL 2022 Evaluation of Response Generation Models: Shouldn’t It Be Shareable and Replicable? EMNLP 2022 What can Speech and Language Tell us About the Working Alliance in Psychotherapy Interspeech 2022 Emotion Carrier Recognition from Personal Narratives Interspeech 2021 Would you like to tell me more? Generating a corpus of psychotherapy dialogues NAACL 2021 Active Annotation: Bootstrapping Annotation Lexicon and Guidelines for Supervised NLU Learning Interspeech 2019 Affective Behaviour Analysis of On-line User Interactions: Are On-line Support Groups More Therapeutic than Twitter? ACL 2019 An Incremental Turn-Taking Model for Task-Oriented Dialog Systems Interspeech 2019 Modeling User Context for Valence Prediction from Narratives Interspeech 2019 Coherence Models for Dialogue Interspeech 2018 ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents COLING 2018 Towards End-to-End Spoken Dialogue Systems with Turn Embeddings Interspeech 2017 Do We Really Need All Those Rich Linguistic Features? A Neural Network-Based Approach to Implicit Sense Labeling CoNLL 2016 How Interlocutors Coordinate with each other within Emotional Segments? COLING 2016 Predicting User Satisfaction from Turn-Taking in Spoken Conversations Interspeech 2016 UniTN End-to-End Discourse Parser for CoNLL 2016 Shared Task CoNLL 2016 The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific Models CoNLL 2015 Up from Limited Dialog Systems! NAACL 2012 Shallow Discourse Parsing with Conditional Random Fields IJCNLP 2011 Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy! EMNLP 2011 Kernel-based Reranking for Named-Entity Extraction COLING 2010 Combining POMDPs trained with User Simulations and Rule-based Dialogue Management in a Spoken Dialogue System ACL 2009 Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction EMNLP 2009 Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding EMNLP 2009 Re-Ranking Models for Spoken Language Understanding EACL 2009 Shallow Semantic Parsing for Spoken Language Understanding NAACL 2009 Mining Spoken Dialogue Corpora for System Evaluation and Modelin EMNLP 2004 Bootstrapping Bilingual Data using Consensus Translation for a Multilingual Instant Messaging System COLING 2002 A Finite-State Approach to Machine Translation NAACL 2001