← Authors

Silvio Amir

21 papers · 2014–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (35) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) ⚑ Prolific Year (5) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (69) πŸ’Ž Century Club (21)

Conferences

ACL (5) SEMEVAL (5) EMNLP (4) NAACL (3) CONLL (1) EACL (1) IJCNLP (1) MLHC (1)

Top co-authors

Somin Wadhwa (7) Wang Ling (7) Isabel Trancoso (7) Byron Wallace (6) Ramon F. Astudillo (5) MΓ‘rio J. Silva (5) Vivek Khetan (3) Byron C. Wallace (3) Bruno Martins (3) Byron C Wallace (3)

Keywords

large language model (6) named entity recognition (2) social media (2) medical nlp (2) prompt engineering (2) knowledge distillation (2) text classification (2) teacher student (2) model distillation (2) few-shot learning (2) information extraction (2) question answering (1) knowledge transfer (1) transfer learning (1) social media analysis (1) dense retrieval (1) claim verification (1) part-of-speech tagging (1) content moderation (1) information retrieval (1)

Papers

Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare EMNLP 2025
Who Taught You That? Tracing Teachers in Model Distillation ACL 2025
On-the-fly Definition Augmentation of LLMs for Biomedical NER NAACL 2024
Open (Clinical) LLMs are Sensitive to Instruction Phrasings ACL 2024
Investigating Mysteries of CoT-Augmented Distillation EMNLP 2024
SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts SEMEVAL 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 ACL 2023
RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media EACL 2023
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs MLHC 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
Modelling Context with User Embeddings for Sarcasm Detection in Social Media CONLL 2016
INESC-ID at SemEval-2016 Task 4-A: Reducing the Problem of Out-of-Embedding Words SEMEVAL 2016
INESC-ID: Sentiment Analysis without Hand-Coded Features or Linguistic Resources using Embedding Subspaces SEMEVAL 2015
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation EMNLP 2015
Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces IJCNLP 2015
Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces ACL 2015
INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction SEMEVAL 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