Tapas Nayak

According to our database, Tapas Nayak authored at least 21 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction.

Ankan Mullick, Akash Ghosh, G. Sai Chaitanya, Samir Ghui, Tapas Nayak, Seung-Cheol Lee, Satadeep Bhattacharjee, Pawan Goyal

CoRR, 2024

2023

Adapting Pre-trained Generative Models for Extractive Question Answering.

Prabir Mallick, Tapas Nayak, Indrajit Bhattacharya

CoRR, 2023

A Two-step Approach for Handling Zero-Cardinality in Relation Extraction.

Pratik Saini, Tapas Nayak, Samiran Pal, Indrajit Bhattacharya

CoRR, 2023

Do the Benefits of Joint Models for Relation Extraction Extend to Document-level Tasks?

Pratik Saini, Tapas Nayak, Indrajit Bhattacharya

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

tagE: Enabling an Embodied Agent to Understand Human Instructions.

Chayan Sarkar, Avik Mitra, Pradip Pramanick, Tapas Nayak

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Exploring Generative Models for Joint Attribute Value Extraction from Product Titles.

Kalyani Roy, Tapas Nayak, Pawan Goyal

CoRR, 2022

FinRED: A Dataset for Relation Extraction in Financial Domain.

Soumya Sharma, Tapas Nayak, Arusarka Bose, Ajay Kumar Meena, Koustuv Dasgupta, Niloy Ganguly, Pawan Goyal

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

A Generative Approach for Financial Causality Extraction.

Tapas Nayak, Soumya Sharma, Yash Butala, Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Using Sentence-level Classification Helps Entity Extraction from Material Science Literature.

Ankan Mullick, Shubhraneel Pal, Tapas Nayak, Seung-Cheol Lee, Satadeep Bhattacharjee, Pawan Goyal

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

A Weak Supervision Approach for Predicting Difficulty of Technical Interview Questions.

Arpita Kundu, Subhasish Ghosh, Pratik Saini, Tapas Nayak, Indrajit Bhattacharya

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

RTE: A Tool for Annotating Relation Triplets from Text.

Ankan Mullick, Animesh Bera, Tapas Nayak

CoRR, 2021

Deep Neural Networks for Relation Extraction.

Tapas Nayak

CoRR, 2021

Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey.

Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria

Cogn. Comput., 2021

A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents.

Tapas Nayak, Hwee Tou Ng

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering.

Tapas Nayak, Navonil Majumder, Soujanya Poria

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction.

Rajdeep Mukherjee, Tapas Nayak, Yash Butala, Sourangshu Bhattacharya, Pawan Goyal

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Aspect Sentiment Triplet Extraction Using Reinforcement Learning.

Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction.

Tapas Nayak, Hwee Tou Ng

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Effective Attention Modeling for Neural Relation Extraction.

Tapas Nayak, Hwee Tou Ng

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2016

CATaLog Online: Porting a Post-editing Tool to the Web.

Santanu Pal, Marcos Zampieri, Sudip Kumar Naskar, Tapas Nayak, Mihaela Vela, Josef van Genabith

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

CATaLog Online: A Web-based CAT Tool for Distributed Translation with Data Capture for APE and Translation Process Research.

Santanu Pal, Sudip Kumar Naskar, Marcos Zampieri, Tapas Nayak, Josef van Genabith

Proceedings of the COLING 2016, 2016