conftrace_

Roman Kotov

3 papers · 2025–2026 · 2 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

ACL (2) NAACL (1)

Top co-authors

H. Andrew Schwartz (3) Whitney Ringwald (2) Adithya V Ganesan (2) Akshay Raghavan (2) Scott Feltman (2) Vasudha Varadarajan (2) Ryan L. Boyd (2) Camilo Ruggero (2) Oscar Kjell (2) Syeda Mahwish (1)

Research topics

Healthcare & Medicine (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Clinical (2) Learning Types (2) Artificial Intelligence (1) Interdisciplinary (1) Core AI (1) Core Methods (1) Social (1)

Keywords

contrastive learning (1) natural language processing (1) text classification (1) self-supervised learning (1) speech recognition (1) affective computing (1) semantic embedding (1) cognitive distortion detection (1) mental health outcome (1) clinical text analysis (1) co-occurrence analysis (1) behavioral sequence (1) time-aware evaluation (1) longitudinal nlp (1) within-person dynamics (1)

Papers

From Word Sequences to Behavioral Sequences: Adapting Modeling and Evaluation Paradigms for Longitudinal NLP ACL 2026 Linking Language-based Distortion Detection to Mental Health Outcomes NAACL 2025 WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning ACL 2025