POPSTAR at RepLab 2013: Polarity for Reputation Classification. - João Filgueiras; Silvio Amir (CLEF (Working Notes), 2013)

TUGAS: Exploiting unlabelled data for Twitter sentiment analysis. - Silvio Amir; Miguel B. Almeida; Bruno Martins 001; João Filgueiras; Mário J. Silva (SemEval@COLING, 2014)

POPmine: Tracking Political Opinion on the Web. - Pedro Saleiro; Silvio Amir; Mário J. Silva; Carlos Soares (CIT/IUCC/DASC/PICom, 2015)

Learning Word Representations from Scarce and Noisy Data with Embedding Subspaces. - Ramón Fernandez Astudillo; Silvio Amir; Wang Ling; Mário J. Silva; Isabel Trancoso (ACL (1), 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 (EMNLP, 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 (EMNLP, 2015)

INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction. - Silvio Amir; Wang Ling; Ramón Fernandez Astudillo; Bruno Martins 001; Mário J. Silva; Isabel Trancoso (SemEval@NAACL-HLT, 2015)

INESC-ID: Sentiment Analysis without Hand-Coded Features or Linguistic Resources using Embedding Subspaces. - Ramón Fernandez Astudillo; Silvio Amir; Wang Ling; Bruno Martins 001; Mário J. Silva; Isabel Trancoso (SemEval@NAACL-HLT, 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)

Modelling Context with User Embeddings for Sarcasm Detection in Social Media. - Silvio Amir; Byron C. Wallace; Hao Lyu; Paula Carvalho 001; Mário J. Silva (CoNLL, 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 (SemEval@NAACL-HLT, 2016)

Quantifying Mental Health from Social Media with Neural User Embeddings. - Silvio Amir; Glen Coppersmith; Paula Carvalho 001; Mário J. Silva; Byron C. Wallace (MLHC, 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)

Aligning Public Feedback to Requests for Comments on Regulations.gov. - Manya Wadhwa; Silvio Amir; Mark Dredze (ICWSM, 2020)

Situational Irony in Farcical News Headlines. - Paula Carvalho 001; Bruno Martins 001; Hugo Rosa; Silvio Amir; Jorge Baptista; Mário J. Silva (PROPOR, 2020)

Early Detection of Online Hate Speech Spreaders with Learned User Representations. - Darius Irani; Avyakta Wrat; Silvio Amir (CLEF (Working Notes), 2021)

On the Impact of Random Seeds on the Fairness of Clinical Classifiers. - Silvio Amir; Jan-Willem van de Meent; Byron C. Wallace (NAACL-HLT, 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)

UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing. - Xiaolei Huang 002; Lucie Flek; Franck Dernoncourt; Charles Welch; Silvio Amir; Ramit Sawhney; Diyi Yang (WWW (Companion Volume), 2022)

Revisiting Relation Extraction in the era of Large Language Models. - Somin Wadhwa; Silvio Amir; Byron C. Wallace (ACL (1), 2023)

RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media. - Somin Wadhwa; Vivek Khetan; Silvio Amir; Byron C. Wallace (EACL (Findings), 2023)

An Example of (Too Much) Hyper-Parameter Tuning In Suicide Ideation Detection. - Annika Marie Schoene; John E. Ortega; Silvio Amir; Kenneth Church 001 (ICWSM, 2023)

Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs. - Somin Wadhwa; Jay DeYoung; Benjamin E. Nye; Silvio Amir; Byron C. Wallace (MLHC, 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 (SemEval@ACL, 2023)

Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges. - Hiba Ahsan; Denis Jered McInerney; Jisoo Kim; Christopher Potter; Geoffrey Young; Silvio Amir; Byron C. Wallace (CoRR, 2023)

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 (BioNLP@ACL, 2024)

Investigating Mysteries of CoT-Augmented Distillation. - Somin Wadhwa; Silvio Amir; Byron C. Wallace (EMNLP, 2024)

On-the-fly Definition Augmentation of LLMs for Biomedical NER. - Monica Munnangi; Sergey Feldman; Byron C. Wallace; Silvio Amir; Tom Hope; Aakanksha Naik (NAACL-HLT, 2024)

Who Taught You That? Tracing Teachers in Model Distillation. - Somin Wadhwa; Chantal Shaib; Silvio Amir; Byron C. Wallace (CoRR, 2025)