Siddhant Garg

发表

Paragraph-based Transformer Pre-training for Multi-Sentence Inference

Luca Di Liello, Alessandro Moschitti, Luca Soldaini, 2022, ArXiv.

BAE: BERT-based Adversarial Examples for Text Classification

Siddhant Garg, Goutham Ramakrishnan, 2020, EMNLP.

Attentive Walk-Aggregating Graph Neural Networks

Mehmet F. Demirel, Shengchao Liu, Yingyu Liang, 2021, Trans. Mach. Learn. Res..

Structured Pruning for Multi-Task Deep Neural Networks

Hui Guan, Siddhant Garg, Lijun Zhang, 2023, ArXiv.

Data Ordering Patterns for Neural Machine Translation: An Empirical Study pdf

Siddhant Garg, Siddhant Garg, 2019, ArXiv.

TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection pdf

Alessandro Moschitti, Siddhant Garg, Thuy Vu, 2019, AAAI.

Can Adversarial Weight Perturbations Inject Neural Backdoors

Yingyu Liang, Adarsh Kumar, Siddhant Garg, 2020, CIKM.

SeRP: Self-Supervised Representation Learning Using Perturbed Point Clouds

Siddhant Garg, Mudit Chaudhary, 2022, ArXiv.

Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection

Luca Di Liello, Alessandro Moschitti, Luca Soldaini, 2022, EMNLP.

Efficient Algorithm for Web Search Query Reformulation Using Genetic Algorithm

Vikram Singh, Siddhant Garg, Pradeep Kaur, 2016 .

Stochastic Bandits with Delayed Composite Anonymous Feedback pdf

Aditya Kumar Akash, Siddhant Garg, A. K. Akash, 2019, ArXiv.

Introducing non-conjugated ionic spacer in metallo-supramolecular polymer: Generation of nanofibers for high-performance electrochromic supercapacitor

C. Chakraborty, Siddhant Garg, Sayani Halder, 2023, Chemical Engineering Journal.

Learning Answer Generation using Supervision from Automatic Question Answering Evaluators

Rik Koncel-Kedziorski, Alessandro Moschitti, Siddhant Garg, 2023, ACL.

Knowledge Transfer from Answer Ranking to Answer Generation

Rik Koncel-Kedziorski, Alessandro Moschitti, Luca Soldaini, 2022, Conference on Empirical Methods in Natural Language Processing.

Self-Labeling Refinement for Robust Representation Learning with Bootstrap Your Own Latent

Siddhant Garg, Dhruval Jain, 2022, ArXiv.

Functional Regularization for Representation Learning: A Unified Theoretical Perspective pdf

Yingyu Liang, Siddhant Garg, Yingyu Liang, 2020, NeurIPS.

Paragraph-based Transformer Pre-training for Multi-Sentence Inference

Luca Di Liello, Alessandro Moschitti, Luca Soldaini, 2022, NAACL.

Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering

Alessandro Moschitti, Siddhant Garg, Alessandro Moschitti, 2021, EMNLP.

Context-Aware Transformer Pre-Training for Answer Sentence Selection

Luca Di Liello, Alessandro Moschitti, Siddhant Garg, 2023, ACL.

Surprisingly Easy Hard-Attention for Sequence to Sequence Learning

Sunita Sarawagi, Shiv Shankar, Siddhant Garg, 2018, EMNLP.

Advances in Quantum Deep Learning: An Overview pdf

Siddhant Garg, Goutham Ramakrishnan, Siddhant Garg, 2020, ArXiv.

Towards Robustness to Label Noise in Text Classification via Noise Modeling

Siddhant Garg, Goutham Ramakrishnan, Varun Thumbe, 2021, CIKM.

Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer

Yingyu Liang, Siddhant Garg, Rohit Kumar Sharma, 2020, AACL.

SimpleTran: Transferring Pre-Trained Sentence Embeddings for Low Resource Text Classification pdf

Yingyu Liang, Siddhant Garg, Rohit Kumar Sharma, 2020, ArXiv.