Siddhant Garg
17 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (5) π Academic Marathon (7) π Conference Polyglot (8) πΊοΈ Taxonomy Completionist (41)
πΊοΈ
Taxonomy Completionist
(41)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(10)
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Conference Pioneer
π
Century Club
(17)
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Trend Setter
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(73)
β
The Questioner
Conferences
EMNLP (6)
ACL (3)
AACL (2)
NAACL (2)
AAAI (1)
EACL (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
question answering
(9)
answer sentence selection
(5)
knowledge distillation
(3)
transformer model
(3)
transfer learning
(3)
text generation
(2)
paragraph-level semantics
(2)
answer generation
(2)
retrieval augmented generation
(2)
sentence embedding
(2)
transformer pre-training
(2)
conversational ai
(1)
visual question answering
(1)
natural language generation
(1)
machine translation
(1)
text classification
(1)
unsupervised learning
(1)
fact verification
(1)
masked language model
(1)
knowledge transfer
(1)
Papers
Memory-QA: Answering Recall Questions Based on Multimodal Memories
EMNLP 2025
Towards Improved Multi-Source Attribution for Long-Form Answer Generation
NAACL 2024
Measuring Retrieval Complexity in Question Answering Systems
ACL 2024
ProMISe: A Proactive Multi-turn Dialogue Dataset for Information-seeking Intent Resolution
EACL 2024
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators
ACL 2023
Context-Aware Transformer Pre-Training for Answer Sentence Selection
ACL 2023
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References
IJCNLP 2023
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References
AACL 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
Functional Regularization for Representation Learning: A Unified Theoretical Perspective
NIPS 2020
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection
AAAI 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer
AACL 2020
BAE: BERT-based Adversarial Examples for Text Classification
EMNLP 2020
Surprisingly Easy Hard-Attention for Sequence to Sequence Learning
EMNLP 2018