← Authors

Anitha Kannan

16 papers · 2006–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (10) πŸ—ΊοΈ Taxonomy Completionist (41) πŸƒ Academic Marathon (19) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🌟 Keyword Trendsetter Combo (6) 🧬 Topic Evolution πŸ† Keyword Champion πŸ”₯ Unstoppable (5) πŸ“ˆ Trend Setter πŸ’Ž Century Club (16) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (86)

Conferences

MLHC (6) NAACL (3) ACL (2) NIPS (2) COLING (1) EMNLP (1) ICML (1)

Top co-authors

Xavier Amatriain (7) Elliot Schumacher (4) Ilya Valmianski (3) Varun Nair (3) Namit Katariya (3) Bharath Chintagunta (2) Dhruv Batra (2) Murali Ravuri (2) Dhruv Naik (1) Geoffrey Tso (1)

Keywords

few-shot learning (4) dialogue system (4) large language model (4) dialogue summarization (2) medical conversation summarization (2) transfer learning (2) medical dialogue summarization (2) data augmentation (2) knowledge distillation (2) object detection (1) appearance modeling (1) shape analysis (1) feature learning (1) knowledge transfer (1) sequence generation (1) unsupervised clustering (1) named entity recognition (1) clustering (1) image segmentation (1) extractive summarization (1)

Papers

Rare Disease Differential Diagnosis with Large Language Models at Scale: From Abdominal Actinomycosis to Wilson’s Disease MLHC 2025
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants NAACL 2024
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents NAACL 2024
Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach MLHC 2023
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models ACL 2023
Dialogue-Contextualized Re-ranking for Medical History-Taking MLHC 2023
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue ACL 2023
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization MLHC 2021
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization NAACL 2021
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. EMNLP 2020
Few-Shot Learning for Dermatological Disease Diagnosis MLHC 2019
Learning from the experts: From expert systems to machine-learned diagnosis models MLHC 2018
Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations ICML 2018
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NIPS 2017
Discovering Topical Aspects in Microblogs COLING 2014
Clustering appearance and shape by learning jigsaws NIPS 2006