GBUniversity of CambridgeTheoretical and Applied Linguistics (Faculty of Modern and Medieval Languages and Linguistics)
Anna Korhonen
Professor of Natural Language Processing
Works on natural language processing and human-inspired AI, including multilingual language understanding, and directs the Centre for Human-Inspired Artificial Intelligence.
Anna Korhonen's lab at Cambridge works on multilingual, translation & linguistics and learning theory & optimization. 60 papers since 2023, 23 at top venues, mostly EMNLP and Findings of ACL. 6 PhD students. 22 alumni. Applications close .
At a glance
- papers, 2023–2026
- 16/ year
- at T1 venues
- 38%
- PhD students
- 6
- MS students
- 0
- alumni listed
- 22
Papers by yearfrom DBLP, 2023–2026
- 8 papers2026 · T1 2 · collecting
- 13 papers2025 · T1 6
- 19 papers2024 · T1 9
- 20 papers2023 · T1 6
T1 venuesOtherVenues: EMNLP, Findings of ACL, Findings of EMNLP, ACL, EACL
Research focuspaper titles that use each topic's words
- Multilingual, translation & linguistics15 papers
- Learning theory & optimization2 papers
- linguistics0 papers
- modern0 papers
- faculty0 papers
Paper list
From DBLP.
20268 papers
- Bioinform.BioTriplex : a full-text annotated corpus for fine-tuning language models in gene-disease relation extraction tasks (opens in a new tab)
- Findings of ACLCan VLMs Predict Future States? Bootstrapping World Models from Inverse Dynamics (opens in a new tab)
- Findings of ACLDecoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective (opens in a new tab)
- Findings of ACLDial HEALTHDIAL for Advice: A Multilingual and Multi-Parallel Spoken Dialogue Dataset for Knowledge-Grounded Information Seeking (opens in a new tab)
- LRECHow Far Can Bias Go? Tracing Bias from Pre-Training Data to Alignment (opens in a new tab)
- ICLR (T1)Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies (opens in a new tab)
- ICLR (T1)Visual Planning: Let's Think Only with Images (opens in a new tab)
- EACLWhen Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training (opens in a new tab)
202513 papers
- Findings of ACLA Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI (opens in a new tab)
- Trans. Assoc. Comput. LinguisticsAnalyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? (opens in a new tab)
- NoDaLiDa/Baltic-HLTAnalyzing the Effect of Linguistic Instructions on Paraphrase Generation (opens in a new tab)
- ACL (T1)Cultural Learning-Based Culture Adaptation of Language Models (opens in a new tab)
- Trans. Assoc. Comput. LinguisticsCulturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art (opens in a new tab)
- EMNLP (T1)Explainability and Interpretability of Multilingual Large Language Models: A Survey (opens in a new tab)
- ACL (T1)Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes (opens in a new tab)
- EMNLP (T1)Iterative Multilingual Spectral Attribute Erasure (opens in a new tab)
- Findings of ACLLarge Language Models are Miscalibrated In-Context Learners (opens in a new tab)
- Trans. Assoc. Comput. LinguisticsMURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions (opens in a new tab)
- Trans. Assoc. Comput. LinguisticsNavigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models (opens in a new tab)
- EMNLP (T1)Quantifying Language Disparities in Multilingual Large Language Models (opens in a new tab)
202419 papers
- Findings of EMNLP"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? (opens in a new tab)
- NAACL (T1)Are Large Language Model Temporally Grounded? (opens in a new tab)
- Trans. Assoc. Comput. LinguisticsAutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning (opens in a new tab)
- RecSys (T1)CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation (opens in a new tab)
- BioNLP@ACLCan Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology (opens in a new tab)
- NAACL (T1)DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models (opens in a new tab)
- EMNLP (T1)Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (opens in a new tab)
- EACLInvestigating the Potential of Task Arithmetic for Cross-Lingual Transfer (opens in a new tab)
- Findings of EMNLPLongForm: Effective Instruction Tuning with Reverse Instructions (opens in a new tab)
- LREC/COLINGLoSST-AD: A Longitudinal Corpus for Tracking Alzheimer's Disease Related Changes in Spontaneous Speech (opens in a new tab)
- LREC/COLINGReranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems (opens in a new tab)
- ACL (T1)Self-Augmented In-Context Learning for Unsupervised Word Translation (opens in a new tab)
202320 papers
- EMNLP (T1)A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems (opens in a new tab)
- EACLCan Pretrained Language Models (Yet) Reason Deductively? (opens in a new tab)
- Trans. Assoc. Comput. LinguisticsCross-Lingual Dialogue Dataset Creation via Outline-Based Generation (opens in a new tab)
- Findings of ACLCross-Lingual Transfer with Target Language-Ready Task Adapters (opens in a new tab)
- Findings of EACLDelving Deeper into Cross-lingual Visual Question Answering (opens in a new tab)
- EMNLP (T1)Detecting and Mitigating Hallucinations in Multilingual Summarisation (opens in a new tab)
- Findings of ACLDistilling Efficient Language-Specific Models for Cross-Lingual Transfer (opens in a new tab)
- FAccTEthical considerations in the early detection of Alzheimer's disease using speech and AI (opens in a new tab)
- Findings of EMNLPLanguage-Agnostic Bias Detection in Language Models with Bias Probing (opens in a new tab)
- Trans. Assoc. Comput. LinguisticsMulti 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems (opens in a new tab)
- Findings of ACLMulti3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue (opens in a new tab)
- Nat. Mac. Intell.Navigating the development challenges in creating complex data systems (opens in a new tab)
Where alumni went22 listed
Apply to CambridgeMichaelmas 2027
PhD in Computer Science
- Round
- Funding round (8 Dec 2026)
- Opens
- GRE
- See program page
- English
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- Fee
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Confirmed on the program page.
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