Tapas Nayak

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 32

Top Topics

Named Entity Recognizer

Generative Model

Relation Extraction

Dependency Tree

Top Venues

WWW (Companion Volume)

Publications

Ankan Mullick, Akash Ghosh, G. Sai Chaitanya, Samir Ghui, Tapas Nayak, Seung-Cheol Lee, Satadeep Bhattacharjee, Pawan Goyal
MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction. CoRR (2024)
Pratik Saini, Tapas Nayak, Samiran Pal, Indrajit Bhattacharya
A Two-step Approach for Handling Zero-Cardinality in Relation Extraction. CoRR (2023)
Chayan Sarkar, Avik Mitra, Pradip Pramanick, Tapas Nayak
tagE: Enabling an Embodied Agent to Understand Human Instructions. EMNLP (Findings) (2023)
Soumya Sharma, Tapas Nayak, Arusarka Bose, Ajay Kumar Meena, Koustuv Dasgupta, Niloy Ganguly, Pawan Goyal
FinRED: A Dataset for Relation Extraction in Financial Domain. CoRR (2023)
Chayan Sarkar, Avik Mitra, Pradip Pramanick, Tapas Nayak
tagE: Enabling an Embodied Agent to Understand Human Instructions. CoRR (2023)
Pratik Saini, Tapas Nayak, Indrajit Bhattacharya
Do the Benefits of Joint Models for Relation Extraction Extend to Document-level Tasks? IJCNLP (2) (2023)
Pratik Saini, Tapas Nayak, Indrajit Bhattacharya
Do the Benefits of Joint Models for Relation Extraction Extend to Document-level Tasks? CoRR (2023)
Prabir Mallick, Tapas Nayak, Indrajit Bhattacharya
Adapting Pre-trained Generative Models for Extractive Question Answering. CoRR (2023)
Ankan Mullick, Shubhraneel Pal, Tapas Nayak, Seung-Cheol Lee, Satadeep Bhattacharjee, Pawan Goyal
Using Sentence-level Classification Helps Entity Extraction from Material Science Literature. LREC (2022)
Soumya Sharma, Tapas Nayak, Arusarka Bose, Ajay Kumar Meena, Koustuv Dasgupta, Niloy Ganguly, Pawan Goyal
FinRED: A Dataset for Relation Extraction in Financial Domain. WWW (Companion Volume) (2022)
Tapas Nayak, Soumya Sharma, Yash Butala, Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly
A Generative Approach for Financial Causality Extraction. CoRR (2022)
Tapas Nayak, Soumya Sharma, Yash Butala, Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly
A Generative Approach for Financial Causality Extraction. WWW (Companion Volume) (2022)
Arpita Kundu, Subhasish Ghosh, Pratik Saini, Tapas Nayak, Indrajit Bhattacharya
A Weak Supervision Approach for Predicting Difficulty of Technical Interview Questions. COLING (2022)
Kalyani Roy, Tapas Nayak, Pawan Goyal
Exploring Generative Models for Joint Attribute Value Extraction from Product Titles. CoRR (2022)
Ankan Mullick, Animesh Bera, Tapas Nayak
RTE: A Tool for Annotating Relation Triplets from Text. CoRR (2021)
Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria
Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CoRR (2021)
Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey. CoRR (2021)
Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey. Cogn. Comput. 13 (5) (2021)
Tapas Nayak
Deep Neural Networks for Relation Extraction. CoRR (2021)
Tapas Nayak, Navonil Majumder, Soujanya Poria
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. RANLP (2021)
Tapas Nayak, Hwee Tou Ng
A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents. CoRR (2021)
Rajdeep Mukherjee, Tapas Nayak, Yash Butala, Sourangshu Bhattacharya, Pawan Goyal
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction. CoRR (2021)
Rajdeep Mukherjee, Tapas Nayak, Yash Butala, Sourangshu Bhattacharya, Pawan Goyal
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction. EMNLP (1) (2021)
Tapas Nayak, Navonil Majumder, Soujanya Poria
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. CoRR (2021)
Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria
Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CIKM (2021)
Tapas Nayak, Hwee Tou Ng
A Hierarchical Entity Graph Convolutional Network for Relation Extraction across Documents. RANLP (2021)
Tapas Nayak, Hwee Tou Ng
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction. AAAI (2020)
Tapas Nayak, Hwee Tou Ng
Effective Attention Modeling for Neural Relation Extraction. CoRR (2019)
Tapas Nayak, Hwee Tou Ng
Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction. CoRR (2019)
Tapas Nayak, Hwee Tou Ng
Effective Attention Modeling for Neural Relation Extraction. CoNLL (2019)
Santanu Pal, Marcos Zampieri, Sudip Kumar Naskar, Tapas Nayak, Mihaela Vela, Josef van Genabith
CATaLog Online: Porting a Post-editing Tool to the Web. LREC (2016)
Santanu Pal, Sudip Kumar Naskar, Marcos Zampieri, Tapas Nayak, Josef van Genabith
CATaLog Online: A Web-based CAT Tool for Distributed Translation with Data Capture for APE and Translation Process Research. COLING (Demos) (2016)