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researcher

M. Liakata

26 papers hereh-index 13531 citations56 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author9
  • last author15

Across the 24 of 26 papers where every author was matched, so the position is known.

fields
  • cs.CL19
  • cs.LG3
  • cs.CY2
  • cs.AI1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedAutomated clinical coding using off-the-shelf large language models

4 citations · 19 across the 26 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.CL2025

Automated Data Enrichment using Confidence-Aware Fine-Grained Debate among Open-Source LLMs for Mental Health and Online Safety

Junyu Mao, Anthony Hills, Talia Tseriotou +8

Real-world indicators play an important role in many Natural Language Processing (NLP) applications, such as life events for mental health analysis and risky behaviours for online…

cs.CL2025

Investigating LLM Capabilities on Long Context Comprehension for Medical Question Answering

Feras AlMannaa, Talia Tseriotou, Jenny Chim +1

This study is the first to investigate LLM comprehension capabilities over long-context (LC), clinically relevant medical Question Answering (QA) beyond MCQA. Our comprehensive app…

cs.CL2025

Temporal reasoning for timeline summarisation in social media

Jiayu Song, Mahmud Elahi Akhter, Dana Atzil Slonim +1

This paper explores whether enhancing temporal reasoning capabilities in Large Language Models (LLMs) can improve the quality of timeline summarisation, the task of summarising lon…

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