Sonal Gupta
26 papers · 2011–2024 · 12 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (53) π Academic Marathon Β· Half π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π§¬
Topic Evolution
ποΈ
Keyword Collector
(91)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
π
Trend Setter
Venues
Top co-authors
Research topics
Natural Language Processing
(16)
Artificial Intelligence
(15)
Deep Learning
(13)
Machine Learning
(11)
Applications
(9)
Core AI
(9)
Learning Types Β· Deep Learning
(9)
Learning Paradigms
(8)
Core Methods
(7)
Generation Β· Natural Language Processing
(7)
Learning Types Β· Machine Learning
(4)
Resources & Methods
(4)
Understanding
(4)
Computer Vision
(3)
Generation Β· Computer Vision
(3)
Keywords
semantic parsing
(7)
slot filling
(4)
task-oriented dialog
(3)
language model
(3)
representation learning
(3)
multilingual nlp
(2)
zero-shot learning
(2)
dialogue system
(2)
diffusion model
(2)
domain adaptation
(2)
intent classification
(2)
sequence-to-sequence model
(2)
text-to-image generation
(2)
dense retrieval
(2)
pre-trained model
(2)
question answering
(2)
task-oriented dialogue
(2)
text generation
(2)
model calibration
(1)
few-shot learning
(1)
Papers
Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression
ECCV 2024
Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation
ICCV 2023
Make-A-Video: Text-to-Video Generation without Text-Video Data
ICLR 2023
SpaText: Spatio-Textual Representation for Controllable Image Generation
CVPR 2023
CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training
NAACL 2022
Domain-matched Pre-training Tasks for Dense Retrieval
NAACL 2022
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
EMNLP 2022
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
NAACL 2022
Better Fine-Tuning by Reducing Representational Collapse
ICLR 2021
EASE: Extractive-Abstractive Summarization End-to-End using the Information Bottleneck Principle
EMNLP 2021
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing
EACL 2021
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning
ACL 2021
Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing
ICLR 2021
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark
EACL 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning
EMNLP 2021
Conversational Semantic Parsing
EMNLP 2020
Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog
AAAI 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing
EMNLP 2020
Sound Natural: Content Rephrasing in Dialog Systems
EMNLP 2020
Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog
NAACL 2019
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog
EMNLP 2019
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations
EMNLP 2018
Distributed Representations of Words to Guide Bootstrapped Entity Classifiers
NAACL 2015
Improved Pattern Learning for Bootstrapped Entity Extraction
CoNLL 2014
Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment
ICML 2013
Analyzing the Dynamics of Research by Extracting Key Aspects of Scientific Papers
IJCNLP 2011