← Authors

Siddhant Garg

17 papers · 2018–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (41) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution 🀝 Dynamic Duo (10) πŸš€ Conference Pioneer πŸ’Ž Century Club (17) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (73) ❓ The Questioner

Conferences

EMNLP (6) ACL (3) AACL (2) NAACL (2) AAAI (1) EACL (1) IJCNLP (1) NIPS (1)

Top co-authors

Alessandro Moschitti (10) Matteo Gabburo (5) Rik Koncel-Kedziorski (4) Luca Soldaini (3) Luca Di Liello (3) Pratyay Banerjee (2) Yingyu Liang (2) Amita Misra (2) Hongda Jiang (1) Goutham Ramakrishnan (1)

Research topics

Techniques (1)

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