Anusha Balakrishnan
8 papers · 2014–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Renaissance Researcher
(5)
π
Trend Setter
Top co-authors
Research topics
Natural Language Processing
(7)
Generation
(7)
Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Deep Learning
(3)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Reinforcement Learning
(2)
Learning Types Β· Machine Learning
(2)
Methods
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Learning Paradigms
(1)
Keywords
dialogue system
(3)
reinforcement learning
(2)
neural model
(2)
constrained decoding
(2)
goal-oriented dialogue
(2)
dialog system
(2)
task-oriented dialogue
(1)
language modeling
(1)
natural language generation
(1)
cooperative game
(1)
recommendation system
(1)
convolutional neural network
(1)
sequence-to-sequence model
(1)
modular architecture
(1)
text generation
(1)
strategy generation
(1)
sequence to sequence
(1)
knowledge graph embedding
(1)
morphological inflection
(1)
semantic representation
(1)
Papers
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding
ACL 2023
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue
ACL 2019
Generate, Filter, and Rank: Grammaticality Classification for Production-Ready NLG Systems
NAACL 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
EMNLP 2019
The OSU/Facebook Realizer for SRST 2019: Seq2Seq Inflection and Serialized Tree2Tree Linearization
EMNLP 2019
Decoupling Strategy and Generation in Negotiation Dialogues
EMNLP 2018
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings
ACL 2017
WELT: Using Graphics Generation in Linguistic Fieldwork
ACL 2014