Pawan Goyal

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 236

Top Venues

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)
Akash Ghosh, B. Venkata Sahith, Niloy Ganguly, Pawan Goyal, Mayank Singh
How Robust are the Tabular QA Models for Scientific Tables? A Study using Customized Dataset. CoRR (2024)
Ankan Mullick, Ayan Kumar Bhowmick, R. Raghav, Ravi Kokku, Prasenjit Dey, Pawan Goyal, Niloy Ganguly
Long Dialog Summarization: An Analysis. CoRR (2024)
Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Pawan Goyal, Niloy Ganguly, Prasenjit Dey, Ravi Kokku
On The Persona-based Summarization of Domain-Specific Documents. ACL (Findings) (2024)
Subhendu Khatuya, Rajdeep Mukherjee, Akash Ghosh, Manjunath Hegde, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling. NAACL-HLT (2024)
Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Pawan Goyal, Niloy Ganguly, Prasenjit Dey, Ravi Kokku
On The Persona-based Summarization of Domain-Specific Documents. CoRR (2024)
Abhilash Nandy, Yash Kulkarni, Pawan Goyal, Niloy Ganguly
Order-Based Pre-training Strategies for Procedural Text Understanding. CoRR (2024)
Subhendu Khatuya, Koushiki Sinha, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal
Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts. CoRR (2024)
Ankan Mullick, Mukur Gupta, Pawan Goyal
Intent Detection and Entity Extraction from BioMedical Literature. CoRR (2024)
Subhendu Khatuya, Rajdeep Mukherjee, Akash Ghosh, Manjunath Hegde, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling. CoRR (2024)
Abhinav Joshi, Shounak Paul, Akshat Sharma, Pawan Goyal, Saptarshi Ghosh, Ashutosh Modi
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning. ACL (1) (2024)
Subhendu Khatuya, Koushiki Sinha, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal
Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts. SIGIR (2024)
Shounak Paul, Rajas Bhatt, Pawan Goyal, Saptarshi Ghosh
Legal Statute Identification: A Case Study using State-of-the-Art Datasets and Methods. SIGIR (2024)
Yaswanth Narsupalli, Abhranil Chandra, Sreevatsa Muppirala, Manish Gupta, Pawan Goyal
Review-Feedback-Reason (ReFeR): A Novel Framework for NLG Evaluation and Reasoning. CoRR (2024)
Manav Nitin Kapadnis, Sohan Patnaik, Abhilash Nandy, Sourjyadip Ray, Pawan Goyal, Debdoot Sheet
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models. CoRR (2024)
Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, Yash Parag Butala, Pawan Goyal, Niloy Ganguly
***FastDoc***: Domain-Specific Fast Continual Pre-training Technique using Document-Level Metadata and Taxonomy. Trans. Mach. Learn. Res. 2024 (2024)
Kalyani Roy, Pawan Goyal, Manish Pandey
Exploring generative frameworks for product attribute value extraction. Expert Syst. Appl. 243 (2024)
Akash Ghosh, Venkata Sahith Bathini, Niloy Ganguly, Pawan Goyal, Mayank Singh
How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset. LREC/COLING (2024)
Aniruddha Roy, Pretam Ray, Ayush Maheshwari, Sudeshna Sarkar, Pawan Goyal
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study. CoRR (2024)
Abhinav Joshi, Shounak Paul, Akshat Sharma, Pawan Goyal, Saptarshi Ghosh, Ashutosh Modi
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning. CoRR (2024)
Soumya Sharma, Subhendu Khatuya, Manjunath Hegde, Afreen Shaikh, Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly
Financial Numeric Extreme Labelling: A dataset and benchmarking. ACL (Findings) (2023)
Bishal Santra, Sakya Basak, Abhinandan De, Manish Gupta, Pawan Goyal
Frugal Prompting for Dialog Models. EMNLP (Findings) (2023)
Soumya Sharma, Subhendu Khatuya, Manjunath Hegde, Afreen Shaikh, Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly
Financial Numeric Extreme Labelling: A Dataset and Benchmarking for XBRL Tagging. CoRR (2023)
Jatin Arora, Sumit Agrawal, Pawan Goyal, Sayan Pathak
Extracting Entities of Interest from Comparative Product Reviews. CoRR (2023)
Kishalay Das, Bidisha Samanta, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly
CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials. AAAI (2023)
Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, Yash Parag Butala, Pawan Goyal, Niloy Ganguly
FPDM: Domain-Specific Fast Pre-training Technique using Document-Level Metadata. CoRR (2023)
Kishalay Das, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly
CrysMMNet: Multimodal Representation for Crystal Property Prediction. CoRR (2023)
Kishalay Das, Bidisha Samanta, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly
CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materials. CoRR (2023)
Bishal Santra, Sakya Basak, Abhinandan De, Manish Gupta, Pawan Goyal
Frugal Prompting for Dialog Models. CoRR (2023)
Aniruddha Roy, Isha Sharma, Sudeshna Sarkar, Pawan Goyal
Meta-ED: Cross-lingual Event Detection Using Meta-learning for Indian Languages. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (1) (2023)
Jivnesh Sandhan, Amruta Barbadikar, Malay Maity, Pavankumar Satuluri, Tushar Sandhan, Ravi M. Gupta, Pawan Goyal, Laxmidhar Behera
Aesthetics of Sanskrit Poetry from the Perspective of Computational Linguistics: A Case Study Analysis on Siksastaka. CoRR (2023)
Kishalay Das, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly
CrysMMNet: Multimodal Representation for Crystal Property Prediction. UAI (2023)
Ankan Mullick, Ishani Mondal, Sourjyadip Ray, R. Raghav, G. Sai Chaitanya, Pawan Goyal
Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages. EACL (Findings) (2023)
Jivnesh Sandhan, Anshul Agarwal, Laxmidhar Behera, Tushar Sandhan, Pawan Goyal
SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes. CoRR (2023)
Jivnesh Sandhan, Yaswanth Narsupalli, Sreevatsa Muppirala, Sriram Krishnan, Pavankumar Satuluri, Amba P. Kulkarni, Pawan Goyal
DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit. CoRR (2023)
Rajdeep Mukherjee, Nithish Kannen, Saurabh Kumar Pandey, Pawan Goyal
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction. EMNLP (Findings) (2023)
Debasis Ganguly, Jack G. Conrad, Kripabandhu Ghosh, Saptarshi Ghosh, Pawan Goyal, Paheli Bhattacharya, Shubham Kumar Nigam, Shounak Paul
Legal IR and NLP: The History, Challenges, and State-of-the-Art. ECIR (3) (2023)
Abhilash Nandy, Manav Nitin Kapadnis, Pawan Goyal, Niloy Ganguly
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text. 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)
Ankan Mullick, Ishani Mondal, Sourjyadip Ray, R. Raghav, G. Sai Chaitanya, Pawan Goyal
Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages. CoRR (2023)
Rajdeep Mukherjee, Nithish Kannen, Saurabh Kumar Pandey, Pawan Goyal
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction. CoRR (2023)
Shounak Paul, Arpan Mandal, Pawan Goyal, Saptarshi Ghosh
Pre-trained Language Models for the Legal Domain: A Case Study on Indian Law. ICAIL (2023)
Jivnesh Sandhan, Laxmidhar Behera, Pawan Goyal
Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing. EACL (2023)
Rima Hazra, Mayank Singh, Pawan Goyal, Bibhas Adhikari, Animesh Mukherjee
Modeling interdisciplinary interactions among Physics, Mathematics & Computer Science. CoRR (2023)
Abhilash Nandy, Manav Nitin Kapadnis, Pawan Goyal, Niloy Ganguly
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text. CoRR (2023)
Jivnesh Sandhan, Anshul Agarwal, Laxmidhar Behera, Tushar Sandhan, Pawan Goyal
SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes. ACL (demo) (2023)
Jivnesh Sandhan, Yaswanth Narsupalli, Sreevatsa Muppirala, Sriram Krishnan, Pavankumar Satuluri, Amba P. Kulkarni, Pawan Goyal
DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit. EMNLP (Findings) (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)
Souvic Chakraborty, Pawan Goyal, Animesh Mukherjee
Fast Few Shot Self-attentive Semi-supervised Political Inclination Prediction. ICADL (2022)
Jivnesh Sandhan, Rathin Singha, Narein Rao, Suvendu Samanta, Laxmidhar Behera, Pawan Goyal
TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer. CoRR (2022)
Rishabh Kumar, Devaraja Adiga, Rishav Ranjan, Amrith Krishna, Ganesh Ramakrishnan, Pawan Goyal, Preethi Jyothi
Linguistically Informed Post-processing for ASR Error correction in Sanskrit. INTERSPEECH (2022)
Debanjana Kar, Sudeshna Sarkar, Pawan Goyal
ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation. AACL/IJCNLP (Findings) (2022)
Debjoy Saha, Bishal Santra, Pawan Goyal
A Study on Prompt-based Few-Shot Learning Methods for Belief State Tracking in Task-oriented Dialog Systems. CoRR (2022)
Shounak Paul, Pawan Goyal, Saptarshi Ghosh
LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents. AAAI (2022)
Ankan Mullick, Sukannya Purkayastha, Pawan Goyal, Niloy Ganguly
A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection. CoRR (2022)
Souvic Chakraborty, Pawan Goyal, Animesh Mukherjee
Fast Few shot Self-attentive Semi-supervised Political Inclination Prediction. CoRR (2022)
Jivnesh Sandhan, Ashish Gupta, Hrishikesh Terdalkar, Tushar Sandhan, Suvendu Samanta, Laxmidhar Behera, Pawan Goyal
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit. CoRR (2022)
Krishnendu Ghosh, Sharmila Reddy Nangi, Yashasvi Kanchugantla, Pavan Gopal Rayapati, Plaban Kumar Bhowmick, Pawan Goyal
Augmenting Video Lectures: Identifying Off-topic Concepts and Linking to Relevant Video Lecture Segments. Int. J. Artif. Intell. Educ. 32 (2) (2022)
Abhay Shukla, Paheli Bhattacharya, Soham Poddar, Rajdeep Mukherjee, Kripabandhu Ghosh, Pawan Goyal, Saptarshi Ghosh
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation. CoRR (2022)
Shounak Paul, Arpan Mandal, Pawan Goyal, Saptarshi Ghosh
Pre-training Transformers on Indian Legal Text. CoRR (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)
Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts. CoRR (2022)
Bishal Santra, Sumegh Roychowdhury, Aishik Mandal, Vasu Gurram, Atharva Naik, Manish Gupta, Pawan Goyal
Representation Learning for Conversational Data using Discourse Mutual Information Maximization. NAACL-HLT (2022)
Tapas Nayak, Soumya Sharma, Yash Butala, Koustuv Dasgupta, Pawan Goyal, Niloy Ganguly
A Generative Approach for Financial Causality Extraction. WWW (Companion Volume) (2022)
Kalyani Roy, Tapas Nayak, Pawan Goyal
Exploring Generative Models for Joint Attribute Value Extraction from Product Titles. CoRR (2022)
Abhay Shukla, Paheli Bhattacharya, Soham Poddar, Rajdeep Mukherjee, Kripabandhu Ghosh, Pawan Goyal, Saptarshi Ghosh
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation. AACL/IJCNLP (1) (2022)
Jivnesh Sandhan, Rathin Singha, Narein Rao, Suvendu Samanta, Laxmidhar Behera, Pawan Goyal
TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer. EMNLP (Findings) (2022)
Abhik Jana, Siddhant Haldar, Pawan Goyal
Network embeddings from distributional thesauri for improving static word representations. Expert Syst. Appl. 187 (2022)
Souvic Chakraborty, Pawan Goyal, Animesh Mukherjee
(Im)balance in the Representation of News? An Extensive Study on a Decade Long Dataset from India. SocInfo (2022)
Aniruddha Roy, Rupak Kumar Thakur, Isha Sharma, Ashim Gupta, Amrith Krishna, Sudeshna Sarkar, Pawan Goyal
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? COLING (2022)
Jivnesh Sandhan, Ayush Daksh, Om Adideva Paranjay, Laxmidhar Behera, Pawan Goyal
Prabhupadavani: A Code-mixed Speech Translation Data for 25 Languages. CoRR (2022)
Bishal Santra, Ravi Ghadia, Arpit Dwivedi, Manish Gupta, Pawan Goyal
CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models. CoRR (2022)
Rajdeep Mukherjee, Uppada Vishnu, Hari Chandana Peruri, Sourangshu Bhattacharya, Koustav Rudra, Pawan Goyal, Niloy Ganguly
MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs. WSDM (2022)
Ankan Mullick, Sukannya Purkayastha, Pawan Goyal, Niloy Ganguly
A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection. NAACL-HLT (Findings) (2022)
Kalyani Roy, Avani Goel, Pawan Goyal
Effectiveness of Data Augmentation to Identify Relevant Reviews for Product Question Answering. WWW (Companion Volume) (2022)
Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts. EMNLP (2022)
Jivnesh Sandhan, Laxmidhar Behera, Pawan Goyal
Systematic Investigation of Strategies Tailored for Low-Resource Settings for Sanskrit Dependency Parsing. CoRR (2022)
Jivnesh Sandhan, Ashish Gupta, Hrishikesh Terdalkar, Tushar Sandhan, Suvendu Samanta, Laxmidhar Behera, Pawan Goyal
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit. COLING (2022)
Rajdeep Mukherjee, Shreyas Shetty, Subrata Chattopadhyay, Subhadeep Maji, Samik Datta, Pawan Goyal
Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild. CoRR (2021)
Debanjana Kar, Sudeshna Sarkar, Pawan Goyal
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation. CoRR (2021)
Debanjana Kar, Sudeshna Sarkar, Pawan Goyal
Event Argument Extraction using Causal Knowledge Structures. CoRR (2021)
Mithun Das, Punyajoy Saha, Ritam Dutt, Pawan Goyal, Animesh Mukherjee, Binny Mathew
You too Brutus! Trapping Hateful Users in Social Media: Challenges, Solutions & Insights. CoRR (2021)
Binny Mathew, Punyajoy Saha, Seid Muhie Yimam, Chris Biemann, Pawan Goyal, Animesh Mukherjee
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection. AAAI (2021)
Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey. CoRR (2021)
Jivnesh Sandhan, Amrith Krishna, Ashim Gupta, Laxmidhar Behera, Pawan Goyal
A Little Pretraining Goes a Long Way: A Case Study on Dependency Parsing Task for Low-resource Morphologically Rich Languages. CoRR (2021)
Devaraja Adiga, Rishabh Kumar, Amrith Krishna, Preethi Jyothi, Ganesh Ramakrishnan, Pawan Goyal
Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights. ACL/IJCNLP (Findings) (2021)
Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
Joint Autoregressive and Graph Models for Software and Developer Social Networks. ECIR (1) (2021)
Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey. Cogn. Comput. 13 (5) (2021)
Abhilash Nandy, Soumya Sharma, Shubham Maddhashiya, Kapil Sachdeva, Pawan Goyal, Niloy Ganguly
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework. EMNLP (Findings) (2021)
Rima Hazra, Hardik Aggarwal, Pawan Goyal, Animesh Mukherjee, Soumen Chakrabarti
Joint Autoregressive and Graph Models for Software and Developer Social Networks. CoRR (2021)
Souvic Chakraborty, Pawan Goyal, Animesh Mukherjee
(Im)balance in the Representation of News? An Extensive Study on a Decade Long Dataset from India. CoRR (2021)
Jivnesh Sandhan, Om Adideva, Digumarthi Komal, Laxmidhar Behera, Pawan Goyal
Evaluating Neural Word Embeddings for Sanskrit. CoRR (2021)
Mithun Das, Punyajoy Saha, Ritam Dutt, Pawan Goyal, Animesh Mukherjee, Binny Mathew
You too Brutus! Trapping Hateful Users in Social Media: Challenges, Solutions & Insights. HT (2021)
Shruti Singh, Mayank Singh, Pawan Goyal
COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews. CoRR (2021)
Rajdeep Mukherjee, Shreyas Shetty, Subrata Chattopadhyay, Subhadeep Maji, Samik Datta, Pawan Goyal
Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild. ECIR (2) (2021)
Rajkumar Pujari, Swara Desai, Niloy Ganguly, Pawan Goyal
A Novel Two-stage Framework for Extracting Opinionated Sentences from News Articles. 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)
Shounak Paul, Pawan Goyal, Saptarshi Ghosh
LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents. CoRR (2021)
Mayank Bhasin, Harshit, Pawan Goyal
Which acts model happiness?: an exploratory analysis on Twitter and Goodreads. ASONAM (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pawan Goyal