Deb Roy
24 papers · 2005–2026 · 10 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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🗺️ Taxonomy Completionist (39) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
🧬
Topic Evolution
📈
Trend Setter
🗃️
Keyword Collector
(98)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Silver
❓
The Questioner
⚡
Prolific Year · Productive
🚀
Conference Pioneer
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(15)
Natural Language Processing
(12)
Artificial Intelligence
(9)
Core AI
(9)
Core Methods
(9)
Learning Types
(8)
Applications
(6)
Resources & Methods
(6)
Interdisciplinary
(4)
Generation
(4)
Application Areas
(3)
Understanding
(3)
Speech & Audio
(2)
Linguistics
(2)
Deep Learning
(1)
Keywords
large language model
(6)
text classification
(3)
representation learning
(2)
transfer learning
(2)
conversation analysis
(2)
social media analysis
(1)
multi-task learning
(1)
continual learning
(1)
self-supervised learning
(1)
narrative understanding
(1)
attention mechanism
(1)
speech recognition
(1)
link prediction
(1)
model evaluation
(1)
semantic analysis
(1)
natural language processing
(1)
multimodal learning
(1)
language model alignment
(1)
commonsense knowledge
(1)
domain adaptation
(1)
Papers
LLM Targeted Underperformance Disproportionately Impacts Vulnerable Users
AAAI 2026
Bridging Context Gaps: Enhancing Comprehension in Long-Form Social Conversations Through Contextualized Excerpts
COLING 2025
Computational Analysis of Conversation Dynamics through Participant Responsivity
EMNLP 2025
Just Put a Human in the Loop? Investigating LLM-Assisted Annotation for Subjective Tasks
ACL 2025
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings
ACL 2024
Fora: A corpus and framework for the study of facilitated dialogue
ACL 2024
Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling
ACL 2024
On the Relationship between Truth and Political Bias in Language Models
EMNLP 2024
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits
NAACL 2024
Prompting Large Language Models with Audio for General-Purpose Speech Summarization
Interspeech 2024
Topic Detection and Tracking with Time-Aware Document Embeddings
COLING 2024
End-to-End Zero-Shot Voice Conversion with Location-Variable Convolutions
Interspeech 2023
M-sense: Modeling Narrative Structure in Short Personal Narratives Using Protagonist’s Mental Representations
AAAI 2023
CommunityLM: Probing Partisan Worldviews from Language Models
COLING 2022
Lifelong Knowledge-Enriched Social Event Representation Learning
EACL 2021
DAPPER: Learning Domain-Adapted Persona Representation Using Pretrained BERT and External Memory
AACL 2020
Exploring aspects of similarity between spoken personal narratives by disentangling them into narrative clause types
ACL 2020
RadioTalk: A Large-Scale Corpus of Talk Radio Transcripts
Interspeech 2019
Learning Personas from Dialogue with Attentive Memory Networks
EMNLP 2018
Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning
ACL 2017
DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs
SemEval 2016
Grounded Language Modeling for Automatic Speech Recognition of Sports Video
ACL 2008
Situated Models of Meaning for Sports Video Retrieval
NAACL 2007
Intentional Context in Situated Natural Language Learning
CoNLL 2005