Monica Sunkara
13 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (41)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(77)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Learning Types Β· Machine Learning
(7)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(5)
Generation
(5)
Deep Learning
(4)
Application Areas
(4)
Speech & Audio
(3)
Applications
(3)
Recognition
(3)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Keywords
automatic speech recognition
(3)
semi-supervised learning
(2)
punctuation prediction
(2)
domain adaptation
(2)
speech recognition
(2)
masked language model
(2)
llm agent
(2)
memory augmentation
(2)
transfer learning
(1)
domain generalization
(1)
continual learning
(1)
question answering
(1)
speech processing
(1)
text generation
(1)
temporal reasoning
(1)
attention mechanism
(1)
code generation
(1)
multimodal learning
(1)
uncertainty quantification
(1)
language modeling
(1)
Papers
Explicit Trait Inference for Multi-Agent Coordination
ACL 2026
A Study on Leveraging Search and Self-Feedback for Agent Reasoning
ACL 2025
CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions
ACL 2025
MemInsight: Autonomous Memory Augmentation for LLM Agents
EMNLP 2025
SAMULE: Self-Learning Agents Enhanced by Multi-level Reflection
EMNLP 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
ACL 2025
CERET: Cost-Effective Extrinsic Refinement for Text Generation
NAACL 2024
Adaptation Approaches for Nearest Neighbor Language Models
ACL 2023
Masked Audio Text Encoders are Effective Multi-Modal Rescorers
ACL 2023
Adapting Long Context NLM for ASR Rescoring in Conversational Agents
Interspeech 2021
Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning
Interspeech 2021
Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech
Interspeech 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR
ACL 2020