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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 2026Show all

3 papers · 1 filter

cs.IR2026

ClinQueryAgent: A Conversational Agent for Population Health Management

Joseph S. Boyle, Anthony Dranfield, Mike O'Neil +2

In this paper we introduce ClinQueryAgent, a system for translating natural language population health questions into executable database queries using agents with access to both l…

cs.CL2026

LiFT: How to Enable In-Context Learning for Longitudinal Modelling

Iqra Ali, Talia Tseriotou, Mahmud Elahi Akhter +2

Longitudinal NLP tasks such as mental health monitoring and stance evolution require modeling temporally ordered text to track persistence and detect change. Such tasks also suffer…

cs.CY2026★ 1 cited

Responsible Evaluation of AI for Mental Health

Hiba Arnaout, Anmol Goel, H. Andrew Schwartz +13

Although artificial intelligence (AI) shows growing promise for mental health care, current approaches to evaluating AI tools in this domain remain fragmented and poorly aligned wi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.