David Konopnicki
14 papers · 2014–2022 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π§
Keyword Pioneer
π₯
Mega-Team Β· Squad
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(73)
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Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(10)
Machine Learning
(8)
Applications Β· Natural Language Processing
(8)
Generation
(7)
Artificial Intelligence
(5)
Core AI
(5)
Application Areas
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Computer Science
(2)
Deep Learning
(2)
Applications Β· Computer Science
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Keywords
information retrieval
(3)
customer service
(3)
dialogue system
(2)
information need
(2)
text summarization
(2)
extractive summarization
(2)
document summarization
(2)
document retrieval
(2)
deep learning
(2)
conversation analysis
(2)
text classification
(2)
abstractive summarization
(2)
question generation
(1)
bert model
(1)
question answering
(1)
passage retrieval
(1)
natural language generation
(1)
weakly supervised learning
(1)
document understanding
(1)
conversational ai
(1)
Papers
Conversational Search with Mixed-Initiative - Asking Good Clarification Questions backed-up by Passage Retrieval
ACL 2022
KAAPA: Knowledge Aware Answers from PDF Analysis
AAAI 2021
Summary Grounded Conversation Generation
ACL 2021
TWEETSUMM - A Dialog Summarization Dataset for Customer Service
EMNLP 2021
Agent Assist through Conversation Analysis
EMNLP 2020
Conversational Document Prediction to Assist Customer Care Agents
EMNLP 2020
Unsupervised FAQ Retrieval with Question Generation and BERT
ACL 2020
An Editorial Network for Enhanced Document Summarization
EMNLP 2019
A Summarization System for Scientific Documents
EMNLP 2019
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks
ACL 2019
Detecting Egregious Conversations between Customers and Virtual Agents
NAACL 2018
Learning Concept Abstractness Using Weak Supervision
EMNLP 2018
Word Emphasis Prediction for Expressive Text to Speech
Interspeech 2018
Claims on demand β an initial demonstration of a system for automatic detection and polarity identification of context dependent claims in massive corpora
COLING 2014