NLPExplorer

Anna Korhonen

Number of Papers:- 176

Number of Citations:- 865

First ACL Paper:- 1998

Latest ACL Paper:- 2024

Venues:-

NAACL

BioNLP

CoNLL

PACLIC

COLING

SIGTYP

EMNLP

Findings

SemEval

RepEval

LREC

CogACLL

CMCL

TACL

ACL

EACL

RepL4NLP

WMT

*SEMEVAL

IJCNLP

LSDSem

Co-Authors:-

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DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models NAACL

AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning TACL

Han Zhou | Xingchen Wan | Ivan Vulić | Anna Korhonen |

Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer EACL

Marinela Parović | Ivan Vulić | Anna Korhonen |

Are Large Language Model Temporally Grounded? NAACL

Self-Augmented In-Context Learning for Unsupervised Word Translation ACL

Yaoyiran Li | Anna Korhonen | Ivan Vulić |

SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU NAACL

Evgeniia Razumovskaia | Goran Glavaš | Anna Korhonen | Ivan Vulić |

Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. BioNLP WS

SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic Evaluation F i n d i n g s - E M N L P

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP

LongForm: Effective Instruction Tuning with Reverse Instructions F i n d i n g s - E M N L P

Abdullatif Köksal | Timo Schick | Anna Korhonen | Hinrich Schuetze |

TopViewRS: Vision-Language Models as Top-View Spatial Reasoners EMNLP

TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish F i n d i n g s - E M N L P

“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? F i n d i n g s - E M N L P

Can Pretrained Language Models (Yet) Reason Deductively? EACL

Delving Deeper into Cross-lingual Visual Question Answering F i n d i n g s - E A C L

Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders EACL

Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems EMNLP

Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning F i n d i n g s - E M N L P

Han Zhou | Xingchen Wan | Ivan Vulić | Anna Korhonen |

Cross-Lingual Transfer with Target Language-Ready Task Adapters F i n d i n g s - A C L

Marinela Parovic | Alan Ansell | Ivan Vulić | Anna Korhonen |

Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems TACL

On Bilingual Lexicon Induction with Large Language Models EMNLP

Yaoyiran Li | Anna Korhonen | Ivan Vulić |

Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue F i n d i n g s - A C L

Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity EMNLP

Transfer-Free Data-Efficient Multilingual Slot Labeling EMNLP

Evgeniia Razumovskaia | Ivan Vulić | Anna Korhonen |

Quantifying the Dialect Gap and its Correlates Across Languages F i n d i n g s - E M N L P

Anjali Kantharuban | Ivan Vulić | Anna Korhonen |

Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation TACL

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer F i n d i n g s - A C L

Alan Ansell | Edoardo Maria Ponti | Anna Korhonen | Ivan Vulić |

Language-Agnostic Bias Detection in Language Models with Bias Probing F i n d i n g s - E M N L P

Translation-Enhanced Multilingual Text-to-Image Generation ACL

Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL

Alan Ansell | Edoardo Ponti | Anna Korhonen | Ivan Vulić |

Improving Word Translation via Two-Stage Contrastive Learning ACL

Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL Findings

Evgeniia Razumovskaia | Ivan Vulić | Anna Korhonen |

BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer NAACL

Marinela Parović | Goran Glavaš | Ivan Vulić | Anna Korhonen |

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking F i n d i n g s - E M N L P

Yaoyiran Li | Fangyu Liu | Ivan Vulić | Anna Korhonen |

Measuring Context-Word Biases in Lexical Semantic Datasets EMNLP

Qianchu Liu | Diana McCarthy | Anna Korhonen |

Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification EACL

Proceedings of the Third Workshop on Computational Typology and Multilingual NLP NAACL SIGTYP

Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages TACL

Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL IJCNLP

Fangyu Liu | Ivan Vulić | Anna Korhonen | Nigel Collier |

Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders EMNLP

Fangyu Liu | Ivan Vulić | Anna Korhonen | Nigel Collier |

MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models CoNLL EMNLP

Improving Machine Translation of Rare and Unseen Word Senses EMNLP WMT

AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples EMNLP

MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP Findings

A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL IJCNLP

Semantic Data Set Construction from Human Clustering and Spatial Arrangement CL

Verb Knowledge Injection for Multilingual Event Processing ACL IJCNLP

LexFit: Lexical Fine-Tuning of Pretrained Language Models ACL IJCNLP

Ivan Vulić | Edoardo Maria Ponti | Anna Korhonen | Goran Glavaš |

Multidirectional Associative Optimization of Function-Specific Word Representations ACL

Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction ACL

Mladen Karan | Ivan Vulić | Anna Korhonen | Goran Glavaš |

Investigating Word-Class Distributions in Word Vector Spaces ACL

Ryohei Sasano | Anna Korhonen |

Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces ACL RepL4NLP WS

Ivan Vulić | Anna Korhonen | Goran Glavaš |

Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents TACL

Yufan Guo | Roi Reichart | Anna Korhonen |

Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents COLING

Roi Reichart | Anna Korhonen |

Using fMRI activation to conceptual stimuli to evaluate methods for extracting conceptual representations from corpora WS

Barry Devereux | Colin Kelly | Anna Korhonen |