346 citations
- Georgia Institute of TechnologyUS34 papers
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- Yale UniversityUS8 papers
- M.N. Mikheev Institute of Metal PhysicsRU7 papers
- Bar-Ilan UniversityIL6 papers
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- Emerson (United States)US5 papers
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12 papers · 2 filters
Blind signal decomposition of various word embeddings based on join and individual variance explained
Yikai Wang, Weijian Li
In recent years, natural language processing (NLP) has become one of the most important areas with various applications in human's life. As the most fundamental task, the field of…
Competence-Level Prediction and Resume & Job Description Matching Using Context-Aware Transformer Models
Changmao Li, Elaine Fisher, Rebecca Thomas +3
This paper presents a comprehensive study on resume classification to reduce the time and labor needed to screen an overwhelming number of applications significantly, while improvi…
Revealing the Myth of Higher-Order Inference in Coreference Resolution
Liyan Xu, Jinho D. Choi
This paper analyzes the impact of higher-order inference (HOI) on the task of coreference resolution. HOI has been adapted by almost all recent coreference resolution models withou…
Emora: An Inquisitive Social Chatbot Who Cares For You
Sarah E. Finch, James D. Finch, Ali Ahmadvand +9
Inspired by studies on the overwhelming presence of experience-sharing in human-human conversations, Emora, the social chatbot developed by Emory University, aims to bring such exp…
Contextual Dialogue Act Classification for Open-Domain Conversational Agents
Ali Ahmadvand, Jason Ingyu Choi, Eugene Agichtein
Classifying the general intent of the user utterance in a conversation, also known as Dialogue Act (DA), e.g., open-ended question, statement of opinion, or request for an opinion,…
Would you Like to Talk about Sports Now? Towards Contextual Topic Suggestion for Open-Domain Conversational Agents
Ali Ahmadvand, Harshita Sahijwani, Eugene Agichtein
To hold a true conversation, an intelligent agent should be able to occasionally take initiative and recommend the next natural conversation topic. This is a challenging task. A to…