Anchit Gupta
15 papers · 2017–2023 · 8 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (47) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
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Keyword Collector
(78)
Top co-authors
Research topics
Machine Learning
(10)
Deep Learning
(9)
Natural Language Processing
(8)
Artificial Intelligence
(6)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Learning Types Β· Deep Learning
(5)
Applications Β· Natural Language Processing
(4)
Core Methods
(4)
Resources & Methods
(4)
Reinforcement Learning
(3)
Application Areas
(3)
Applications Β· Reinforcement Learning
(3)
Generation
(3)
Models
(3)
Keywords
dense retrieval
(3)
transfer learning
(2)
sparse retrieval
(2)
imitation learning
(2)
representation learning
(2)
task-oriented dialogue
(2)
semantic parsing
(2)
language model
(2)
question answering
(2)
multi-task learning
(1)
unsupervised clustering
(1)
domain adaptation
(1)
video generation
(1)
video synthesis
(1)
sample efficiency
(1)
robotic manipulation
(1)
zero-shot learning
(1)
knowledge distillation
(1)
text generation
(1)
attention mechanism
(1)
Papers
Adapting Pretrained Text-to-Text Models for Long Text Sequences
EMNLP 2023
A Study on the Efficiency and Generalization of Light Hybrid Retrievers
ACL 2023
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing
EACL 2023
Towards Generating Ultra-High Resolution Talking-Face Videos With Lip Synchronization
WACV 2023
Unsupervised Audio-Visual Lecture Segmentation
WACV 2023
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
Simple Local Attentions Remain Competitive for Long-Context Tasks
NAACL 2022
Better Fine-Tuning by Reducing Representational Collapse
ICLR 2021
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark
EACL 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning
EMNLP 2021
Sound Natural: Content Rephrasing in Dialog Systems
EMNLP 2020
ROBOTURK: A Crowdsourcing Platform for Robotic Skill Learning through Imitation
CoRL 2018
SURREAL: Open-Source Reinforcement Learning Framework and Robot Manipulation Benchmark
CoRL 2018
Improved Strong Worst-case Upper Bounds for MDP Planning
IJCAI 2017