Preksha Nema

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 28

Top Topics

Attention Mechanism

Reading Comprehension

Structured Data

Top Venues

Publications

Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer
ReTAG: Reasoning Aware Table to Analytic Text Generation. EMNLP (2023)
Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer
STOAT: Structured Data to Analytical Text With Controls. CoRR (2023)
Anubhav Jangra, Preksha Nema, Aravindan Raghuveer
T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation. EMNLP (2022)
Anubhav Jangra, Preksha Nema, Aravindan Raghuveer
T-STAR: Truthful Style Transfer using AMR Graph as Intermediate Representation. CoRR (2022)
Preksha Nema, Pauline Anthonysamy, Nina Taft, Sai Teja Peddinti
Analyzing User Perspectives on Mobile App Privacy at Scale. ICSE (2022)
Preksha Nema, Alexandros Karatzoglou, Filip Radlinski
Disentangling Preference Representations for Recommendation Critiquing with ß-VAE. CIKM (2021)
Sahana Ramnath, Preksha Nema, Deep Sahni, Mitesh M. Khapra
A Framework for Rationale Extraction for Deep QA models. CoRR (2021)
Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra
The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT. AAAI (2021)
Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra
The heads hypothesis: A unifying statistical approach towards understanding multi-headed attention in BERT. CoRR (2021)
Sahana Ramnath, Preksha Nema, Deep Sahni, Mitesh M. Khapra
Towards Interpreting BERT for Reading Comprehension Based QA. EMNLP (1) (2020)
Sahana Ramnath, Preksha Nema, Deep Sahni, Mitesh M. Khapra
Towards Interpreting BERT for Reading Comprehension Based QA. CoRR (2020)
Madhura Pande, Aakriti Budhraja, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra
On the Importance of Local Information in Transformer Based Models. CoRR (2020)
Aakriti Budhraja, Madhura Pande, Preksha Nema, Pratyush Kumar, Mitesh M. Khapra
On the weak link between importance and prunability of attention heads. EMNLP (1) (2020)
Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran
Towards Transparent and Explainable Attention Models. CoRR (2020)
Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran
Towards Transparent and Explainable Attention Models. ACL (2020)
Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran
Let's Ask Again: Refine Network for Automatic Question Generation. CoRR (2019)
Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran
Let's Ask Again: Refine Network for Automatic Question Generation. EMNLP/IJCNLP (1) (2019)
Soham Parikh, Ananya B. Sai, Preksha Nema, Mitesh M. Khapra
ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions. CoRR (2019)
Soham Parikh, Ananya B. Sai, Preksha Nema, Mitesh M. Khapra
Frustratingly Poor Performance of Reading Comprehension Models on Non-adversarial Examples. CoRR (2019)
Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra, Shreyas Shetty
A Mixed Hierarchical Attention based Encoder-Decoder Approach for Standard Table Summarization. CoRR (2018)
Preksha Nema, Mitesh M. Khapra
Towards a Better Metric for Evaluating Question Generation Systems. EMNLP (2018)
Soham Parikh, Ananya Sai, Preksha Nema, Mitesh M. Khapra
ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions. IJCAI (2018)
Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization. NAACL-HLT (2018)
Preksha Nema, Mitesh M. Khapra
Towards a Better Metric for Evaluating Question Generation Systems. CoRR (2018)
Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization. CoRR (2018)
Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Preksha Nema, Mitesh M. Khapra, Shreyas Shetty
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization. NAACL-HLT (2) (2018)
Preksha Nema, Mitesh M. Khapra, Anirban Laha, Balaraman Ravindran
Diversity driven attention model for query-based abstractive summarization. ACL (1) (2017)
Preksha Nema, Mitesh M. Khapra, Anirban Laha, Balaraman Ravindran
Diversity driven Attention Model for Query-based Abstractive Summarization. CoRR (2017)