Amrita Saha
15 papers · 2014–2025 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Conference Polyglot Β· Gold π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Grand Slam
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Keyword Pioneer
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Keyword Trendsetter Combo
(6)
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Keyword Collector
(82)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(11)
Artificial Intelligence
(9)
Natural Language Processing
(8)
Learning Types Β· Machine Learning
(8)
Core AI
(7)
Deep Learning
(5)
Applications
(5)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Generation
(3)
Resources & Methods
(3)
Architectures
(2)
Core Methods
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Keywords
text classification
(3)
large language model
(2)
language understanding
(2)
code generation
(2)
prompt tuning
(2)
curriculum learning
(1)
opinion mining
(1)
reinforcement learning
(1)
knowledge distillation
(1)
natural language understanding
(1)
cross-lingual transfer
(1)
question answering
(1)
neural machine translation
(1)
sentiment classification
(1)
weakly supervised learning
(1)
reading comprehension
(1)
adaptive learning
(1)
preference learning
(1)
word alignment
(1)
logical reasoning
(1)
Papers
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
ICML 2025
Automatic Curriculum Expert Iteration for Reliable LLM Reasoning
ICLR 2025
ThinK: Thinner Key Cache by Query-Driven Pruning
ICLR 2025
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
ICLR 2024
Merlion: End-to-End Machine Learning for Time Series
JMLR 2023
Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation
EMNLP 2023
Learning Label Modular Prompts for Text Classification in the Wild
EMNLP 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding
EMNLP 2022
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text
AAAI 2022
Neural Program Induction for KBQA Without Gold Programs or Query Annotations
IJCAI 2019
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension
ACL 2018
Stance Classification of Context-Dependent Claims
EACL 2017
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation
COLING 2016
An Autoencoder Approach to Learning Bilingual Word Representations
NeurIPS 2014
Claims on demand β an initial demonstration of a system for automatic detection and polarity identification of context dependent claims in massive corpora
COLING 2014