Siddhant Garg
16 papers · 2018–2025 · 8 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(13)
Applications
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Deep Learning
(9)
Machine Learning
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Learning Types Β· Deep Learning
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Artificial Intelligence
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Resources & Methods
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Keywords
question answering
(9)
answer sentence selection
(5)
transfer learning
(3)
knowledge distillation
(3)
transformer model
(3)
sentence embedding
(2)
paragraph-level semantics
(2)
answer generation
(2)
text generation
(2)
retrieval-augmented generation
(2)
transformer pre-training
(2)
natural language generation
(1)
self-supervised learning
(1)
conversational ai
(1)
machine translation
(1)
visual question answering
(1)
representation learning
(1)
multimodal learning
(1)
fact verification
(1)
text classification
(1)
Papers
Memory-QA: Answering Recall Questions Based on Multimodal Memories
EMNLP 2025
Measuring Retrieval Complexity in Question Answering Systems
ACL 2024
ProMISe: A Proactive Multi-turn Dialogue Dataset for Information-seeking Intent Resolution
EACL 2024
Towards Improved Multi-Source Attribution for Long-Form Answer Generation
NAACL 2024
Context-Aware Transformer Pre-Training for Answer Sentence Selection
ACL 2023
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators
ACL 2023
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References
IJCNLP 2023
Knowledge Transfer from Answer Ranking to Answer Generation
EMNLP 2022
Paragraph-based Transformer Pre-training for Multi-Sentence Inference
NAACL 2022
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection
EMNLP 2022
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering
EMNLP 2021
BAE: BERT-based Adversarial Examples for Text Classification
EMNLP 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer
AACL 2020
Functional Regularization for Representation Learning: A Unified Theoretical Perspective
NeurIPS 2020
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection
AAAI 2020
Surprisingly Easy Hard-Attention for Sequence to Sequence Learning
EMNLP 2018