Arvind Neelakantan
10 papers · 2014–2021 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π£ Hot Topic Early Bird
π
Keyword Trendsetter Combo
(3)
π₯
Mega-Team Β· Squad
π§
Keyword Pioneer
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Generation
(3)
Machine Learning
(2)
Architectures
(2)
Core Methods
(2)
Learning Paradigms
(2)
Knowledge & Reasoning
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Reasoning
(1)
Representation
(1)
Keywords
knowledge base
(2)
few-shot learning
(1)
matrix factorization
(1)
embedding learning
(1)
logical reasoning
(1)
attention mechanism
(1)
relation extraction
(1)
response generation
(1)
text generation
(1)
task-oriented dialogue
(1)
relation prediction
(1)
knowledge graph
(1)
generative model
(1)
autoregressive model
(1)
recurrent neural network
(1)
language model
(1)
foundation model
(1)
language generation
(1)
multi-hop reasoning
(1)
goal-oriented dialogue
(1)
Papers
Trading Off Diversity and Quality in Natural Language Generation
EACL 2021
Language Models are Few-Shot Learners
NeurIPS 2020
On Task-Level Dialogue Composition of Generative Transformer Model
EMNLP 2020
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
EMNLP 2019
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks
EACL 2017
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
EACL 2017
Compositional Vector Space Models for Knowledge Base Completion
ACL 2015
Inferring Missing Entity Type Instances for Knowledge Base Completion: New Dataset and Methods
NAACL 2015
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space
EMNLP 2014
Learning Dictionaries for Named Entity Recognition using Minimal Supervision
EACL 2014