Pawan Goyal
Orcid: 0000-0002-9414-8166Affiliations:
- Indian Institute of Technology, Kharagpur, Department of Computer Science and Engineering, India
- INRIA Paris-Rocquencourt, France (2011 - 2013)
- University of Ulster, School of Computing and Intelligent Systems, UK (PhD 2011)
According to our database1,
Pawan Goyal
authored at least 196 papers
between 2008 and 2024.
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Bibliography
2024
***FastDoc***: Domain-Specific Fast Continual Pre-training Technique using Document-Level Metadata and Taxonomy.
Trans. Mach. Learn. Res., 2024
Expert Syst. Appl., 2024
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization.
CoRR, 2024
CoRR, 2024
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study.
CoRR, 2024
How Robust are the Tabular QA Models for Scientific Tables? A Study using Customized Dataset.
CoRR, 2024
MatSciRE: Leveraging Pointer Networks to Automate Entity and Relation Extraction for Material Science Knowledge-base Construction.
CoRR, 2024
Legal Statute Identification: A Case Study using State-of-the-Art Datasets and Methods.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
How Robust Are the QA Models for Hybrid Scientific Tabular Data? A Study Using Customized Dataset.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models.
Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024
2023
ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2023
Modeling interdisciplinary interactions among Physics, Mathematics & Computer Science.
CoRR, 2023
Aesthetics of Sanskrit Poetry from the Perspective of Computational Linguistics: A Case Study Analysis on Siksastaka.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the Nineteenth International Conference on Artificial Intelligence and Law, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Advances in Information Retrieval, 2023
Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023
CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Network embeddings from distributional thesauri for improving static word representations.
Expert Syst. Appl., 2022
Exploring Generative Models for Joint Attribute Value Extraction from Product Titles.
CoRR, 2022
CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models.
CoRR, 2022
A Study on Prompt-based Few-Shot Learning Methods for Belief State Tracking in Task-oriented Dialog Systems.
CoRR, 2022
Systematic Investigation of Strategies Tailored for Low-Resource Settings for Sanskrit Dependency Parsing.
CoRR, 2022
Augmenting Video Lectures: Identifying Off-topic Concepts and Linking to Relevant Video Lecture Segments.
Int. J. Artif. Intell. Educ., 2022
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
Effectiveness of Data Augmentation to Identify Relevant Reviews for Product Question Answering.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022
(Im)balance in the Representation of News? An Extensive Study on a Decade Long Dataset from India.
Proceedings of the Social Informatics - 13th International Conference, 2022
Representation Learning for Conversational Data using Discourse Mutual Information Maximization.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Using Sentence-level Classification Helps Entity Extraction from Material Science Literature.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022
ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation.
Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022
Proceedings of the From Born-Physical to Born-Virtual: Augmenting Intelligence in Digital Libraries, 2022
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages?
Proceedings of the 29th International Conference on Computational Linguistics, 2022
LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation.
CoRR, 2021
Cogn. Comput., 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2021
You too Brutus! Trapping Hateful Users in Social Media: Challenges, Solutions & Insights.
Proceedings of the HT '21: 32nd ACM Conference on Hypertext and Social Media, Virtual Event, Ireland, 30 August 2021, 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild.
Proceedings of the Advances in Information Retrieval, 2021
Proceedings of the Advances in Information Retrieval, 2021
A Little Pretraining Goes a Long Way: A Case Study on Dependency Parsing Task for Low-resource Morphologically Rich Languages.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 2021
Proceedings of the ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8, 2021
Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Proc. ACM Hum. Comput. Interact., 2020
J. Informetrics, 2020
Inf. Process. Manag., 2020
MatScIE: An automated tool for the generation of databases of methods and parameters used in the computational materials science literature.
CoRR, 2020
Using Large Pretrained Language Models for Answering User Queries from Product Specifications.
CoRR, 2020
Exploring Effects of Random Walk Based Minibatch Selection Policy on Knowledge Graph Completion.
CoRR, 2020
Comput. Linguistics, 2020
Proceedings of the 17th SIGMORPHON Workshop on Computational Research in Phonetics, 2020
Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 17th International Conference on Natural Language Processing, 2020
Keep it Surprisingly Simple: A Simple First Order Graph Based Parsing Model for Joint Morphosyntactic Parsing in Sanskrit.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Competing Topic Naming Conventions in Quora: Predicting Appropriate Topic Merges and Winning Topics from Millions of Topic Pairs.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020
Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
Summarizing Situational Tweets in Crisis Scenarios: An Extractive-Abstractive Approach.
IEEE Trans. Comput. Soc. Syst., 2019
Using Communities of Words Derived from Multilingual Word Vectors for Cross-Language Information Retrieval in Indian Languages.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019
The rise and rise of interdisciplinary research: Understanding the interaction dynamics of three major fields - Physics, Mathematics & Computer Science.
CoRR, 2019
Proceedings of the 11th ACM Conference on Web Science, 2019
Proceedings of the Social Informatics - 11th International Conference, 2019
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019
The Rise and Rise of Interdisciplinary Research: Understanding the Interaction Dynamics of Three Major Fields - Physics, Mathematics and Computer Science.
Proceedings of the Digital Libraries at the Crossroads of Digital Information for the Future, 2019
Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019
Proceedings of the Working Notes of FIRE 2019, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the Advances in Information Retrieval, 2019
Proceedings of the Advances in Information Retrieval, 2019
DeepTagRec: A Content-cum-User Based Tag Recommendation Framework for Stack Overflow.
Proceedings of the Advances in Information Retrieval, 2019
Proceedings of the Advances in Information Retrieval, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Poetry to Prose Conversion in Sanskrit as a Linearisation Task: A Case for Low-Resource Languages.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019
2018
Extracting and Summarizing Situational Information from the Twitter Social Media during Disasters.
ACM Trans. Web, 2018
IEEE Trans. Comput. Soc. Syst., 2018
Proc. ACM Hum. Comput. Interact., 2018
Ranking State-of-the-art Papers via Incomplete Tournaments Induced by Citations from Performance Tables.
CoRR, 2018
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics, 2018
Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation?
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018
Proceedings of the 2018 ACM Conference on Supporting Groupwork, 2018
Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Automated Assistance in E-commerce: An Approach Based on Category-Sensitive Retrieval.
Proceedings of the Advances in Information Retrieval, 2018
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018
WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages.
Proceedings of the 27th International Conference on Computational Linguistics, 2018
2017
A Generic Opinion-Fact Classifier with Application in Understanding Opinionatedness in Various News Section.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the International Conference on Web Intelligence, 2017
Adapting predominant and novel sense discovery algorithms for identifying corpus-specific sense differences.
Proceedings of TextGraphs@ACL 2017: the 11th Workshop on Graph-based Methods for Natural Language Processing, 2017
A Graph Based Semi-Supervised Approach for Analysis of Derivational Nouns in Sanskrit.
Proceedings of TextGraphs@ACL 2017: the 11th Workshop on Graph-based Methods for Natural Language Processing, 2017
Proceedings of the Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Citation Sentence Reuse Behavior of Scientists: A Case Study on Massive Bibliographic Text Dataset of Computer Science.
Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017
Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017
Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017
Proceedings of the 2017 ACM/IEEE Joint Conference on Digital Libraries, 2017
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017
2016
Is this conference a top-tier? ConfAssist: An assistive conflict resolution framework for conference categorization.
J. Informetrics, 2016
J. Lang. Model., 2016
Using Word Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval.
Computación y Sistemas, 2016
Which techniques does your application use?: An information extraction framework for scientific articles.
CoRR, 2016
UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval.
CoRR, 2016
A Novel Framework to Expedite Systematic Reviews by Automatically Building Information Extraction Training Corpora.
CoRR, 2016
Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, 2016
Query Translation for Cross-Language Information Retrieval using Multilingual Word Clusters.
Proceedings of the 6th Workshop on South and Southeast Asian Natural Language Processing, 2016
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
Proceedings of the 27th ACM Conference on Hypertext and Social Media, 2016
Towards Evidence-Based Precision Medicine: Extracting Population Information from Biomedical Text using Binary Classifiers and Syntactic Patterns.
Proceedings of the Summit on Clinical Research Informatics, 2016
Proceedings of the COLING 2016, 2016
Proceedings of the Workshop on Computational Modeling of People's Opinions, 2016
Proceedings of the COLING 2016, 2016
PEQ: An Explainable, Specification-based, Aspect-oriented Product Comparator for E-commerce.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016
Proceedings of the 3rd Workshop on Natural Language Processing Techniques for Educational Applications, 2016
2015
An automatic approach to identify word sense changes in text media across timescales.
Nat. Lang. Eng., 2015
CoRR, 2015
Towards automating the generation of derivative nouns in Sanskrit by simulating Panini.
CoRR, 2015
CoRR, 2015
Commun. ACM, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
ConfAssist: A Conflict Resolution Framework for Assisting the Categorization of Computer Science Conferences.
Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015
Proceedings of the Ninth International Conference on Web and Social Media, 2015
The Role Of Citation Context In Predicting Long-Term Citation Profiles: An Experimental Study Based On A Massive Bibliographic Text Dataset.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
Extracting Situational Information from Microblogs during Disaster Events: a Classification-Summarization Approach.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015
2014
Proceedings of TextGraphs@EMNLP 2014: the 9th Workshop on Graph-based Methods for Natural Language Processing, 2014
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014
Proceedings of the COLING 2014, 2014
That's sick dude!: Automatic identification of word sense change across different timescales.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
IEEE Trans. Knowl. Data Eng., 2013
Inf. Retr., 2013
2012
IEEE Trans. Knowl. Data Eng., 2012
2011
Analytic knowledge discovery techniques for ad-hoc information retrieval and automatic text summarization.
PhD thesis, 2011
2009
Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009
Proceedings of the Sanskrit Computational Linguistics, 2009
Entailment of Causal Queries in Narratives using Action Language.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009
2008
Proceedings of the Sanskrit Computational Linguistics, 2008
Proceedings of the Sanskrit Computational Linguistics, 2008
Proceedings of the Sanskrit Computational Linguistics, 2008