Silvio Amir
19 papers · 2014–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Half
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
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large language model
(6)
prompt engineering
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social media
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few-shot learning
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knowledge distillation
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medical nlp
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model distillation
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teacher student
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named entity recognition
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information extraction
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knowledge transfer
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question answering
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transfer learning
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social media analysis
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claim verification
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text classification
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dense retrieval
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part-of-speech tagging
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instruction tuning
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information retrieval
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Papers
Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare
EMNLP 2025
Who Taught You That? Tracing Teachers in Model Distillation
ACL 2025
Investigating Mysteries of CoT-Augmented Distillation
EMNLP 2024
On-the-fly Definition Augmentation of LLMs for Biomedical NER
NAACL 2024
Open (Clinical) LLMs are Sensitive to Instruction Phrasings
ACL 2024
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs
MLHC 2023
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media
EACL 2023
Revisiting Relation Extraction in the era of Large Language Models
ACL 2023
SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts
SemEval 2023
On the Impact of Random Seeds on the Fairness of Clinical Classifiers
NAACL 2021
Mental Health Surveillance over Social Media with Digital Cohorts
NAACL 2019
INESC-ID at SemEval-2016 Task 4-A: Reducing the Problem of Out-of-Embedding Words
SemEval 2016
Modelling Context with User Embeddings for Sarcasm Detection in Social Media
CoNLL 2016
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation
EMNLP 2015
INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction
SemEval 2015
INESC-ID: Sentiment Analysis without Hand-Coded Features or Linguistic Resources using Embedding Subspaces
SemEval 2015
Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces
ACL 2015
Not All Contexts Are Created Equal: Better Word Representations with Variable Attention
EMNLP 2015
TUGAS: Exploiting unlabelled data for Twitter sentiment analysis
SemEval 2014