Ignacio Iacobacci

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 42

Top Topics

Language Modeling

Natural Language Understanding

Boosted Decision Trees

Top Venues

EMNLP (Findings)

Publications

Leonidas Gee, Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci
Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency. CoRR (2024)
Petru-Daniel Tudosiu, Yongxin Yang, Shifeng Zhang, Fei Chen, Steven McDonagh, Gerasimos Lampouras, Ignacio Iacobacci, Sarah Parisot
MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation. CoRR (2024)
Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci
HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants. NAACL-HLT (2024)
Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci
HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants. CoRR (2024)
Yvette Graham, Mohammed Rameez Qureshi, Haider Khalid, Gerasimos Lampouras, Ignacio Iacobacci, Qun Liu
Findings of the First Workshop on Simulating Conversational Intelligence in Chat. CoRR (2024)
Mojtaba Valizadeh, Philip John Gorinski, Ignacio Iacobacci, Martin Berger
The Regular Expression Inference Challenge. CoRR (2023)
Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen
Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. Trans. Assoc. Comput. Linguistics 11 (2023)
Philip John Gorinski, Matthieu Zimmer, Gerasimos Lampouras, Derrick-Goh-Xin Deik, Ignacio Iacobacci
Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis. CoRR (2023)
Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. CoRR (2023)
Han Zhou, Ignacio Iacobacci, Pasquale Minervini
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking. EACL (Findings) (2023)
Philip John Gorinski, Matthieu Zimmer, Gerasimos Lampouras, Derrick-Goh-Xin Deik, Ignacio Iacobacci
Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis. EMNLP (Findings) (2023)
Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. EMNLP (2023)
Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. CoRR (2023)
Ieva Staliunaite, Philip John Gorinski, Ignacio Iacobacci
Relational Graph Convolutional Neural Networks for Multihop Reasoning: A Comparative Study. CoRR (2022)
Yue Feng, Gerasimos Lampouras, Ignacio Iacobacci
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access. CoRR (2022)
Fenia Christopoulou, Gerasimos Lampouras, Milan Gritta, Guchun Zhang, Yinpeng Guo, Zhongqi Li, Qi Zhang, Meng Xiao, Bo Shen, Lin Li, Hao Yu, Li Yan, Pingyi Zhou, Xin Wang, Yuchi Ma, Ignacio Iacobacci, Yasheng Wang, Guangtai Liang, Jiansheng Wei, Xin Jiang, Qianxiang Wang, Qun Liu
PanGu-Coder: Program Synthesis with Function-Level Language Modeling. CoRR (2022)
Chenxi Whitehouse, Fenia Christopoulou, Ignacio Iacobacci
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching. EMNLP (Findings) (2022)
Fenia Christopoulou, Gerasimos Lampouras, Ignacio Iacobacci
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU. EMNLP (2022)
Giulio Zhou, Gerasimos Lampouras, Ignacio Iacobacci
Hierarchical Recurrent Aggregative Generation for Few-Shot NLG. ACL (Findings) (2022)
Chenxi Whitehouse, Fenia Christopoulou, Ignacio Iacobacci
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching. CoRR (2022)
Yue Feng, Gerasimos Lampouras, Ignacio Iacobacci
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access. EMNLP (Findings) (2022)
Milan Gritta, Ruoyu Hu, Ignacio Iacobacci
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding. ACL (Findings) (2022)
Fenia Christopoulou, Gerasimos Lampouras, Ignacio Iacobacci
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU. CoRR (2022)
Milan Gritta, Ruoyu Hu, Ignacio Iacobacci
CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding. CoRR (2022)
Han Zhou, Ignacio Iacobacci, Pasquale Minervini
XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking. CoRR (2022)
Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management. Trans. Assoc. Comput. Linguistics 9 (2021)
Ieva Staliunaite, Philip John Gorinski, Ignacio Iacobacci
Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation. AAAI (2021)
Ieva Staliunaite, Philip John Gorinski, Ignacio Iacobacci
Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation. CoRR (2021)
Milan Gritta, Ignacio Iacobacci
XeroAlign: Zero-Shot Cross-lingual Transformer Alignment. CoRR (2021)
Benjamin Minixhofer, Milan Gritta, Ignacio Iacobacci
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning. ACL/IJCNLP (Findings) (2021)
Milan Gritta, Ignacio Iacobacci
XeroAlign: Zero-shot cross-lingual transformer alignment. ACL/IJCNLP (Findings) (2021)
Benjamin Minixhofer, Milan Gritta, Ignacio Iacobacci
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning. CoRR (2021)
Milan Gritta, Gerasimos Lampouras, Ignacio Iacobacci
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management. CoRR (2020)
Ieva Staliunaite, Ignacio Iacobacci
Auxiliary Capsules for Natural Language Understanding. ICASSP (2020)
Ieva Staliunaite, Ignacio Iacobacci
Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA. EMNLP (1) (2020)
Gabriel Gordon-Hall, Philip John Gorinski, Gerasimos Lampouras, Ignacio Iacobacci
Show Us the Way: Learning to Manage Dialog from Demonstrations. CoRR (2020)
Ieva Staliunaite, Ignacio Iacobacci
Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA. CoRR (2020)
Ignacio Iacobacci, Roberto Navigli
LSTMEmbed: Learning Word and Sense Representations from a Large Semantically Annotated Corpus with Long Short-Term Memories. ACL (1) (2019)
Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. CoNLL (2017)
Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli
Embeddings for Word Sense Disambiguation: An Evaluation Study. ACL (1) (2016)
José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli, Mohammad Taher Pilehvar
Semantic Representations of Word Senses and Concepts. CoRR (2016)
Massimiliano Mancini, José Camacho-Collados, Ignacio Iacobacci, Roberto Navigli
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. CoRR (2016)
Ignacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli
SensEmbed: Learning Sense Embeddings for Word and Relational Similarity. ACL (1) (2015)