The Task Matters: Comparing Image Captioning and Task-Based Dialogical Image Description. - Nikolai Ilinykh; Sina Zarrieß; David Schlangen (INLG, 2018)

Tell Me More: A Dataset of Visual Scene Description Sequences. - Nikolai Ilinykh; Sina Zarrieß; David Schlangen (INLG, 2019)

MeetUp! A Corpus of Joint Activity Dialogues in a Visual Environment. - Nikolai Ilinykh; Sina Zarrieß; David Schlangen (CoRR, 2019)

When an Image Tells a Story: The Role of Visual and Semantic Information for Generating Paragraph Descriptions. - Nikolai Ilinykh; Simon Dobnik (INLG, 2020)

We went to look for meaning and all we got were these lousy representations: aspects of meaning representation for computational semantics. - Simon Dobnik; Robin Cooper; Adam Ek; Bill Noble; Staffan Larsson; Nikolai Ilinykh; Vladislav Maraev; Vidya Somashekarappa (CoRR, 2021)

What Does a Language-And-Vision Transformer See: The Impact of Semantic Information on Visual Representations. - Nikolai Ilinykh; Simon Dobnik (Frontiers Artif. Intell., 2021)

Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer. - Nikolai Ilinykh; Simon Dobnik (ACL (Findings), 2022)

Describe Me an Auklet: Generating Grounded Perceptual Category Descriptions. - Bill Noble; Nikolai Ilinykh (EMNLP, 2023)

The VDG Challenge: Response Generation and Evaluation in Collaborative Visual Dialogue. - Nikolai Ilinykh; Simon Dobnik (INLG (Generation Challenges), 2023)

Describe me an Aucklet: Generating Grounded Perceptual Category Descriptions. - Bill Noble; Nikolai Ilinykh (CoRR, 2023)

Coreference as an indicator of context scope in multimodal narrative. - Nikolai Ilinykh; Shalom Lappin; Asad B. Sayeed; Sharid Loáiciga (CoRR, 2025)