← Authors

Sonal Gupta

28 papers · 2011–2024 · 12 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (52) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ’Ž Century Club (28) ⚑ Prolific Year (8) πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (81) ❓ The Questioner

Conferences

EMNLP (8) NAACL (5) ICLR (3) IJCNLP (3) EACL (2) AAAI (1) ACL (1) CONLL (1) CVPR (1) ECCV (1) ICCV (1) ICML (1)

Top co-authors

Yashar Mehdad (8) Luke Zettlemoyer (8) Xilun Chen (7) Armen Aghajanyan (6) Anchit Gupta (6) Mike Lewis (5) Arash Einolghozati (4) Barlas Oguz (4) Rushin Shah (4) Devi Parikh (3)

Keywords

semantic parsing (7) task-oriented dialog (4) representation learning (4) slot filling (4) language model (3) multilingual nlp (2) sequence-to-sequence model (2) span-based parsing (2) diffusion model (2) domain adaptation (2) zero-shot learning (2) language model fine-tuning (2) generalization bound (2) dialogue system (2) text generation (2) intent classification (2) question answering (2) task-oriented dialogue (2) dense retrieval (2) parameter efficiency (2)

Papers

Text-to-Sticker: Style Tailoring Latent Diffusion Models for Human Expression ECCV 2024
Make-A-Video: Text-to-Video Generation without Text-Video Data ICLR 2023
Make-An-Animation: Large-Scale Text-conditional 3D Human Motion Generation ICCV 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
Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One? EMNLP 2022
Domain-matched Pre-training Tasks for Dense Retrieval NAACL 2022
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering NAACL 2022
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning IJCNLP 2021
Learning Better Structured Representations Using Low-rank Adaptive Label Smoothing ICLR 2021
Better Fine-Tuning by Reducing Representational Collapse ICLR 2021
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning ACL 2021
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark EACL 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 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
Conversational Semantic Parsing EMNLP 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020
Sound Natural: Content Rephrasing in Dialog Systems EMNLP 2020
Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog AAAI 2020
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog EMNLP 2019
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog IJCNLP 2019
Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog NAACL 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