Adam Faulkner

5 papers · 2018–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ACL (2) COLING (1) EACL (1) EMNLP (1)

Top co-authors

Sahil Badyal (2) Maury Courtland (2) Sara Rosenthal (1) David Chen (1) Alberto Purpura (1) Gene Beaufrand (1) Gayle McElvain (1) David Z. Chen (1) Li Wang (1) Aysu Ezen-Can (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Application Areas (2) Applications (2) Core Methods (2) Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Architectures (1) Clinical (1) Core AI (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

benchmark evaluation (1) semi-supervised learning (1) ordinal regression (1) domain adaptation (1) text classification (1) masked language model (1) automatic speech recognition (1) instruction following (1) cross-domain analysis (1) model interpretability (1) multi-class classification (1) sequence prediction (1) mean squared error (1) evaluation metric (1) clinical note (1) bidirectional transformer (1) aspect term extraction (1) aspect sentiment classification (1) consistency training (1) punctuation restoration (1)

Papers

Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities EACL 2026 Unsupervised Data Augmentation for Aspect Based Sentiment Analysis COLING 2022 Error-Sensitive Evaluation for Ordinal Target Variables EMNLP 2021 Efficient Automatic Punctuation Restoration Using Bidirectional Transformers with Robust Inference ACL 2020 Toward Cross-Domain Engagement Analysis in Medical Notes ACL 2018