Ben Hachey
14 papers · 2003–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🏃 Academic Marathon (22) 🐝 Cross-Pollinator (12)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
🌈
Renaissance Researcher
(5)
🗃️
Keyword Collector
(54)
💎
Century Club
(14)
📈
Trend Setter
❓
The Questioner
Conferences
ACL (7)
NAACL (3)
EMNLP (2)
CONLL (1)
EACL (1)
Top co-authors
Keywords
named entity recognition
(4)
medical coding
(2)
pretraining datum
(2)
sequence labeling
(1)
model interpretability
(1)
text generation
(1)
attention mechanism
(1)
fine-grained classification
(1)
sequence tagging
(1)
corpus linguistics
(1)
data selection
(1)
event detection
(1)
linear regression
(1)
recurrent neural network
(1)
language model
(1)
text annotation
(1)
feature engineering
(1)
electronic health record
(1)
biomedical text
(1)
neural encoding
(1)
Papers
Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review
ACL 2025
Less is More: Explainable and Efficient ICD Code Prediction with Clinical Entities
ACL 2025
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media
EMNLP 2020
An Effective Transition-based Model for Discontinuous NER
ACL 2020
Using Similarity Measures to Select Pretraining Data for NER
NAACL 2019
NNE: A Dataset for Nested Named Entity Recognition in English Newswire
ACL 2019
Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task
NAACL 2018
English Event Detection With Translated Language Features
ACL 2017
Learning to generate one-sentence biographies from Wikidata
EACL 2017
Cheap and easy entity evaluation
ACL 2014
Event Linking: Grounding Event Reference in a News Archive
ACL 2012
Multi-Document Summarisation Using Generic Relation Extraction
EMNLP 2009
Investigating the Effects of Selective Sampling on the Annotation Task
CONLL 2005
Demonstration of the CROSSMARC System
NAACL 2003