| 2026 | ACL | MATCHA: Matching Text via Contrastive Semantic Alignment. | Siran Li, Ece Sena Etoglu, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2026 | ACL | PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation. | Federico Ravenda, Seyed Ali Bahrainian, Daniele Montagnani, Antonietta Mira, Andrea Raballo |
| 2026 | EACL | Beyond Multiple Choice: Evaluating Steering Vectors for Summarization. | Joschka Braun, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2026 | SAC | Navigating through the hidden embedding space: steering LLMs to improve mental health assessment. | Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira |
| 2025 | ACL | Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice. | Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira, Noriko Kando |
| 2025 | COLING | Enhancing Retrieval-Augmented Generation: A Study of Best Practices. | Siran Li, Linus Stenzel, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2025 | EMNLP | Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models. | Gregory Polyakov, Christian Hepting, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2025 | SAC | Tailoring Adaptive-Zero-Shot Retrieval and Probabilistic Modelling for Psychometric Data. | Federico Ravenda, Seyed Ali Bahrainian, Noriko Kando, Antonietta Mira, Andrea Raballo, Fabio Crestani |
| 2024 | ACL | Text Simplification via Adaptive Teaching. | Seyed Ali Bahrainian, Jonathan Dou, Carsten Eickhoff |
| 2023 | ACL | SIMSUM: Document-level Text Simplification via Simultaneous Summarization. | Sofia Blinova, Xinyu Zhou, Martin Jaggi, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2022 | ACL | NEWTS: A Corpus for News Topic-Focused Summarization. | Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff |
| 2021 | EMNLP | Self-Supervised Neural Topic Modeling. | Seyed Ali Bahrainian, Martin Jaggi, Carsten Eickhoff |
| 2019 | ECIR | Predicting the Topic of Your Next Query for Just-In-Time IR. | Seyed Ali Bahrainian, Fattane Zarrinkalam, Ida Mele, Fabio Crestani |
| 2019 | FQAS | Anticipating Depression Based on Online Social Media Behaviour. | Esteban A. Rssola, Seyed Ali Bahrainian, Fabio Crestani |
| 2018 | CHIIR | Augmentation of Human Memory: Anticipating Topics that Continue in the Next Meeting. | Seyed Ali Bahrainian, Fabio Crestani |
| 2018 | ECIR | Predicting Topics in Scholarly Papers. | Seyed Ali Bahrainian, Ida Mele, Fabio Crestani |
| 2017 | CIKM | Linking News across Multiple Streams for Timeliness Analysis. | Ida Mele, Seyed Ali Bahrainian, Fabio Crestani |
| 2017 | ICTIR | Towards the Next Generation of Personal Assistants: Systems that Know When You Forget. | Seyed Ali Bahrainian, Fabio Crestani |
| 2017 | SAC | Modeling discrete dynamic topics. | Seyed Ali Bahrainian, Ida Mele, Fabio Crestani |