Alexander Panchenko
40 publications
8 venues
H Index 19
Affiliation
TU Darmstadt, GermanyLinks
| Name | Venue | Year | citations |
|---|---|---|---|
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home.
|
ACL | 2025 | 17 |
| BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages.
|
ACL | 2025 | 76 |
| LLM-Independent Adaptive RAG: Let the Question Speak for Itself.
|
EMNLP | 2025 | 4 |
| Overview of PAN 2025: Generative AI Detection, Multilingual Text Detoxification, Multi-author Writing Style Analysis, and Generative Plagiarism Detection - Extended Abstract.
|
ECIR | 2025 | 7 |
| Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA.
|
EMNLP | 2025 | 1 |
| RURAGE: Robust Universal RAG Evaluator for Fast and Affordable QA Performance Testing.
|
ECIR | 2025 | 0 |
| Multilingual and Explainable Text Detoxification with Parallel Corpora.
|
COLING | 2025 | 0 |
| Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models.
|
EMNLP | 2025 | 0 |
| xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics.
|
EMNLP | 2024 | 10 |
| SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers.
|
EMNLP | 2024 | 1 |
| Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification - Extended Abstract.
|
ECIR | 2024 | 71 |
| MERA: A Comprehensive LLM Evaluation in Russian.
|
ACL | 2024 | 35 |
| TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks.
|
ACL | 2024 | 0 |
| Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification.
|
IJCNLP | 2023 | 26 |
| Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks.
|
ACL | 2023 | 40 |
| Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability?
|
IJCNLP | 2023 | 7 |
| Uncertainty Estimation of Transformer Predictions for Misclassification Detection.
|
ACL | 2022 | 58 |
| ParaDetox: Detoxification with Parallel Data.
|
ACL | 2022 | 89 |
| Overview of Touché 2022: Argument Retrieval - Extended Abstract.
|
ECIR | 2022 | 0 |
| Text Detoxification using Large Pre-trained Neural Models.
|
EMNLP | 2021 | 94 |
| Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates.
|
EACL | 2021 | 59 |
| How Certain is Your Transformer?
|
EACL | 2021 | 59 |
| Overview of Touché 2021: Argument Retrieval - Extended Abstract.
|
ECIR | 2021 | 0 |
| Studying Taxonomy Enrichment on Diachronic WordNet Versions.
|
COLING | 2020 | 15 |
| Comparative Web Search Questions.
|
WSDM | 2020 | 30 |
| Touché: First Shared Task on Argument Retrieval.
|
ECIR | 2020 | 17 |
| Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution.
|
COLING | 2020 | 37 |
| Making Fast Graph-based Algorithms with Graph Metric Embeddings.
|
ACL | 2019 | 7 |
| Improving Neural Entity Disambiguation with Graph Embeddings.
|
ACL | 2019 | 32 |
| TARGER: Neural Argument Mining at Your Fingertips.
|
ACL | 2019 | 88 |
| Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings.
|
ACL | 2019 | 55 |
| On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings.
|
ACL | 2019 | 8 |
| Unsupervised Semantic Frame Induction using Triclustering.
|
ACL | 2018 | 26 |
| Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation.
|
EACL | 2017 | 35 |
| The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links.
|
EACL | 2017 | 16 |
| Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.
|
EACL | 2017 | 26 |
| Automatic Induction of Synsets from a Graph of Synonyms.
|
ACL | 2017 | 0 |
| Linked Disambiguated Distributional Semantic Networks.
|
ISWC | 2016 | 23 |
| Towards Detection of Child Sexual Abuse Media: Categorization of the Associated Filenames.
|
ECIR | 2013 | 15 |
| Serelex: Search and Visualization of Semantically Related Words.
|
ECIR | 2013 | 19 |