Ilia Kuznetsov

20 papers · 2017–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (42) 🏆 Keyword Champion (3) 🤝 Dynamic Duo (19) 🔥 Unstoppable (5) ❓ The Questioner (2) 🗃️ Keyword Collector (94) 💎 Century Club (19) ⚡ Prolific Year (5)

Conferences

EMNLP (7) ACL (6) EACL (3) COLING (1) CONLL (1) NAACL (1) SEMEVAL (1)

Top co-authors

Iryna Gurevych (20) Nils Dycke (5) Jan Buchmann (2) Qian Ruan (2) Yufang Hou (2) Steffen Eger (2) Silvana Hartmann (1) Yang Gao (1) Tom Hope (1) Jan-Micha Bodensohn (1)

Keywords

peer review (5) large language model (4) natural language processing (4) question answering (3) peer review analysis (3) text classification (3) citation text generation (2) domain adaptation (2) corpus linguistics (2) word embedding (2) semantic role (2) prompt engineering (1) weakly supervised learning (1) topic modeling (1) natural language generation (1) text mining (1) cross-lingual transfer (1) semantic role labeling (1) information extraction (1) computational linguistics (1)

Papers

ABCD-LINK: Annotation Bootstrapping for Cross-Document Fine-Grained Links EACL 2026

STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond ACL 2025

Identifying Aspects in Peer Reviews EMNLP 2025

Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision ACL 2024

M2QA: Multi-domain Multilingual Question Answering EMNLP 2024

Systematic Task Exploration with LLMs: A Study in Citation Text Generation ACL 2024

Document Structure in Long Document Transformers EACL 2024

Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions EMNLP 2024

NLPeer: A Unified Resource for the Computational Study of Peer Review ACL 2023

An Inclusive Notion of Text ACL 2023

CARE: Collaborative AI-Assisted Reading Environment ACL 2023

CiteBench: A Benchmark for Scientific Citation Text Generation EMNLP 2023

Overview of PragTag-2023: Low-Resource Multi-Domain Pragmatic Tagging of Peer Reviews EMNLP 2023

Yes-Yes-Yes: Proactive Data Collection for ACL Rolling Review and Beyond EMNLP 2022

A matter of framing: The impact of linguistic formalism on probing results EMNLP 2020

Does My Rebuttal Matter? Insights from a Major NLP Conference NAACL 2019

Corpus-Driven Thematic Hierarchy Induction CONLL 2018

From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources COLING 2018

Out-of-domain FrameNet Semantic Role Labeling EACL 2017

EELECTION at SemEval-2017 Task 10: Ensemble of nEural Learners for kEyphrase ClassificaTION SEMEVAL 2017