Silvio Amir

According to our database, Silvio Amir authored at least 32 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Circuit Distillation.

Somin Wadhwa, Silvio Amir, Byron C. Wallace

CoRR, September, 2025

Elucidating Mechanisms of Demographic Bias in LLMs for Healthcare.

Hiba Ahsan, Arnab Sen Sharma, Silvio Amir, David Bau, Byron C. Wallace

CoRR, February, 2025

Who Taught You That? Tracing Teachers in Model Distillation.

Somin Wadhwa, Chantal Shaib, Silvio Amir, Byron C. Wallace

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

On-the-fly Definition Augmentation of LLMs for Biomedical NER.

Monica Munnangi, Sergey Feldman, Byron C. Wallace, Silvio Amir, Tom Hope, Aakanksha Naik

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Towards Preventing Intimate Partner Violence by Detecting Disagreements in SMS Communications.

Mahesh Babu Kommalapati, Xiao Gu, Harshit Pandey, Christie Rizzo, Charlene Collibee, Silvio Amir, Aarti Sathyanarayana

Proceedings of the Machine Learning for Health, 2024

Investigating Mysteries of CoT-Augmented Distillation.

Somin Wadhwa, Silvio Amir, Byron C. Wallace

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges.

Hiba Ahsan, Denis Jered McInerney, Jisoo Kim, Christopher Potter, Geoffrey S. Young, Silvio Amir, Byron C. Wallace

Proceedings of the Conference on Health, 2024

Open (Clinical) LLMs are Sensitive to Instruction Phrasings.

Alberto Mario Ceballos-Arroyo, Monica Munnangi, Jiuding Sun, Karen Y. C. Zhang, Denis Jered McInerney, Byron C. Wallace, Silvio Amir

Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024

2023

SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts.

Vivek Khetan, Somin Wadhwa, Byron C. Wallace, Silvio Amir

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs.

Somin Wadhwa, Jay DeYoung, Benjamin E. Nye, Silvio Amir, Byron C. Wallace

Proceedings of the Machine Learning for Healthcare Conference, 2023

An Example of (Too Much) Hyper-Parameter Tuning In Suicide Ideation Detection.

Annika Marie Schoene, John E. Ortega, Silvio Amir, Kenneth Church

Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023

RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media.

Somin Wadhwa, Vivek Khetan, Silvio Amir, Byron C. Wallace

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Revisiting Relation Extraction in the era of Large Language Models.

Somin Wadhwa, Silvio Amir, Byron C. Wallace

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing.

Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

2021

Demographic Representation and Collective Storytelling in the Me Too Twitter Hashtag Activism Movement.

Aaron Mueller, Zach Wood-Doughty, Silvio Amir, Mark Dredze, Alicia Lynn Nobles

Proc. ACM Hum. Comput. Interact., 2021

On the Impact of Random Seeds on the Fairness of Clinical Classifiers.

Silvio Amir, Jan-Willem van de Meent, Byron C. Wallace

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Early Detection of Online Hate Speech Spreaders with Learned User Representations.

Darius Irani, Avyakta Wrat, Silvio Amir

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

2020

Situational Irony in Farcical News Headlines.

Paula Carvalho, Bruno Martins, Hugo Rosa, Silvio Amir, Jorge Baptista, Mário J. Silva

Proceedings of the Computational Processing of the Portuguese Language, 2020

Aligning Public Feedback to Requests for Comments on Regulations.gov.

Manya Wadhwa, Silvio Amir, Mark Dredze

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020

2017

Expanding Subjective Lexicons for Social Media Mining with Embedding Subspaces.

Silvio Amir, Ramón Fernandez Astudillo, Wang Ling, Paula C. Carvalho, Mário J. Silva

CoRR, 2017

Quantifying Mental Health from Social Media with Neural User Embeddings.

Silvio Amir, Glen Coppersmith, Paula Carvalho, Mário J. Silva, Byron C. Wallace

Proceedings of the Machine Learning for Health Care Conference, 2017

2016

INESC-ID at SemEval-2016 Task 4-A: Reducing the Problem of Out-of-Embedding Words.

Silvio Amir, Ramón Fernandez Astudillo, Wang Ling, Mário J. Silva, Isabel Trancoso

Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Modelling Context with User Embeddings for Sarcasm Detection in Social Media.

Silvio Amir, Byron C. Wallace, Hao Lyu, Paula Carvalho, Mário J. Silva

Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016

2015

Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation.

Wang Ling, Tiago Luís, Luís Marujo, Ramón Fernandez Astudillo, Silvio Amir, Chris Dyer, Alan W. Black, Isabel Trancoso

CoRR, 2015

INESC-ID: Sentiment Analysis without Hand-Coded Features or Linguistic Resources using Embedding Subspaces.

Ramón Fernandez Astudillo, Silvio Amir, Wang Ling, Bruno Martins, Mário J. Silva, Isabel Trancoso

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction.

Silvio Amir, Wang Ling, Ramón Fernandez Astudillo, Bruno Martins, Mário J. Silva, Isabel Trancoso

Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Not All Contexts Are Created Equal: Better Word Representations with Variable Attention.

Wang Ling, Yulia Tsvetkov, Silvio Amir, Ramon Fermandez, Chris Dyer, Alan W. Black, Isabel Trancoso, Chu-Cheng Lin

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation.

Wang Ling, Chris Dyer, Alan W. Black, Isabel Trancoso, Ramon Fermandez, Silvio Amir, Luís Marujo, Tiago Luís

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces.

Ramón Fernandez Astudillo, Silvio Amir, Wang Ling, Mário J. Silva, Isabel Trancoso

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

POPmine: Tracking Political Opinion on the Web.

Pedro Saleiro, Silvio Amir, Mário J. Silva, Carlos Soares

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014

TUGAS: Exploiting unlabelled data for Twitter sentiment analysis.

Silvio Amir, Miguel B. Almeida, Bruno Martins, João Filgueiras, Mário J. Silva

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

2013

POPSTAR at RepLab 2013: Polarity for Reputation Classification.

João Filgueiras, Silvio Amir

Proceedings of the Working Notes for CLEF 2013 Conference , 2013