Johannes Bjerva

43 papers · 2014–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (10) 🏃 Academic Marathon (11) 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (8) 🗺️ Taxonomy Completionist (65) 🔬 Deep Specialist (17) 🏆 Keyword Champion 🤝 Dynamic Duo (16) 🔥 Unstoppable (10) 💎 Century Club (43) 🗃️ Keyword Collector (173) ❓ The Questioner (2) ⚡ Prolific Year (6)

Conferences

EMNLP (11) ACL (7) EACL (7) NAACL (7) SEMEVAL (4) AAAI (2) CONLL (2) COLING (1) IJCNLP (1) INTERSPEECH (1)

Top co-authors

Isabelle Augenstein (16) Yiyi Chen (6) Esther Ploeger (5) Heather Lent (5) Johan Bos (4) Robert Östling (4) Miryam de Lhoneux (4) Ryan Cotterell (3) Marcell Fekete (3) Yova Kementchedjhieva (3)

Research topics

Linguistics (3) Privacy (3)

Keywords

cross-lingual transfer (11) linguistic typology (6) low-resource language (5) multilingual nlp (5) typological feature (4) neural network (4) word embedding (3) multilingual model (3) multilingual embedding (3) multilingual language model (3) question answering (3) machine translation (3) language embedding (2) language model (2) auxiliary task (2) multilingual representation (2) knowledge base (2) representation learning (2) parameter sharing (2) cross-lingual representation (2)

Papers

Limited-Resource Adapters Are Regularizers, Not Linguists ACL 2025

Linguistically Grounded Analysis of Language Models using Shapley Head Values NAACL 2025

Large Language Models are Easily Confused: A Quantitative Metric, Security Implications and Typological Analysis NAACL 2025

Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks AAAI 2025

Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities EMNLP 2025

A Cross-Lingual Perspective on Neural Machine Translation Difficulty EMNLP 2025

On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation NAACL 2025

ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025

What is “Typological Diversity” in NLP? EMNLP 2024

Text Embedding Inversion Security for Multilingual Language Models ACL 2024

Multilingual Gradient Word-Order Typology from Universal Dependencies EACL 2024

Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classification EACL 2024

A Call for Consistency in Reporting Typological Diversity EACL 2024

Leveraging Adapters for Improved Cross-lingual Transfer for Low-Resource Creole MT EMNLP 2024

Colexifications for Bootstrapping Cross-lingual Datasets: The Case of Phonology, Concreteness, and Affectiveness ACL 2023

Gradual Language Model Adaptation Using Fine-Grained Typology EACL 2023

The Past, Present, and Future of Typological Databases in NLP EMNLP 2023

Quantifying Synthesis and Fusion and their Impact on Machine Translation NAACL 2022

Inducing Language-Agnostic Multilingual Representations IJCNLP 2021

Does Typological Blinding Impede Cross-Lingual Sharing? EACL 2021

Inducing Language-Agnostic Multilingual Representations ACL 2021

Back to the Future – Temporal Adaptation of Text Representations AAAI 2020

Zero-Shot Cross-Lingual Transfer with Meta Learning EMNLP 2020

SubjQA: A Dataset for Subjectivity and Review Comprehension EMNLP 2020

Unsupervised Evaluation for Question Answering with Transformers EMNLP 2020

SIGTYP 2020 Shared Task: Prediction of Typological Features EMNLP 2020

Transductive Auxiliary Task Self-Training for Neural Multi-Task Models EMNLP 2019

A Probabilistic Generative Model of Linguistic Typology NAACL 2019

Uncovering Probabilistic Implications in Typological Knowledge Bases ACL 2019

Parameter sharing between dependency parsers for related languages EMNLP 2018

Copenhagen at CoNLL–SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding CONLL 2018

From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings NAACL 2018

Cross-lingual complex word identification with multitask learning NAACL 2018

KU-MTL at SemEval-2018 Task 1: Multi-task Identification of Affect in Tweets SEMEVAL 2018

Character-level Supervision for Low-resource POS Tagging ACL 2018

Articulation Rate in Swedish Child-Directed Speech Increases as a Function of the Age of the Child Even When Surprisal is Controlled for INTERSPEECH 2017

SU-RUG at the CoNLL-SIGMORPHON 2017 shared task: Morphological Inflection with Attentional Sequence-to-Sequence Models CONLL 2017

The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations EACL 2017

ResSim at SemEval-2017 Task 1: Multilingual Word Representations for Semantic Textual Similarity SEMEVAL 2017

Semantic Tagging with Deep Residual Networks COLING 2016

The Meaning Factory at SemEval-2016 Task 8: Producing AMRs with Boxer SEMEVAL 2016

The Meaning Factory: Formal Semantics for Recognizing Textual Entailment and Determining Semantic Similarity SEMEVAL 2014

Multi-class Animacy Classification with Semantic Features EACL 2014