Received Google India AI/ML Research Awards 2020 | Received INAE Young Engineer Award 2020. | Our paper, "Logic Constrained Pointer Networks for Interpretable Textual Similarity" got accepted in IJCAI 2020. | Our paper, "Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews" got accepted in SIGIR 2020 as a short paper | Our paper, "Hate begets Hate: A Temporal Study of Hate Speech" got accepted in ACM CSCW |

Responsibilities

Associate Dean, Strategy and Analytics
Co-Professor-in-Charge, Ranking and IOE
Academic Coordinator in the Centre for Artificial Intelligence

Research Areas

My research focuses mainly on text mining. Some of the research problems that I am tackling include developing effective dialog models. I am also actively working in the field of Sanskrit Computational Linguistics, where the focus is on developing a generic framework for solving a variety of NLP tasks such as word segmentation, morph analysis, dependency parsing, poetry to prose conversion, with a little task-specific annotated data.

All Publications

The role of citation context in predicting long-term citation profiles: an experimental study based on a massive bibliographic text dataset by Singh, Mayank, Patidar, Vikas, Kumar, Suhansanu, Chakraborty, Tanmoy, Mukherjee, Animesh and Goyal, Pawan 24th ACM Conference on Information and Knowledge Management (CIKM) - (2015)
Relay-Linking Models for Prominence and Obsolescence in Evolving Networks by Singh M., Sarkar R. , Goyal P. , Mukherjee A. , Chakrabarti S. KDD - (2017)
Extracting Situational Information from Microblogs during Disaster Events: A Classification-Summarization Approach by Rudra, Koustav, Ghosh, Shubham, Ganguly, Niloy, Goyal, Pawan and Ghosh, Saptarshi 24th ACM Conference on Information and Knowledge Management (CIKM) - (2015)
On the formation of circles in co-authorship networks by Chakraborty, Tanmoy, Patranabis, Sikhar, Goyal, Pawan and Mukherjee, Animesh 21st ACM SIGKDD - (2015)
Thats sick dude!: Automatic identification of word sense change across different timescales by Mitra, Sunny, Mitra, Ritwik, Riedl, Martin, Biemann, Chris, Mukherjee, Animesh and Goyal, Pawan 52nd Annual Meeting of the Association for Computational Linguistics (ACL) 1020-1029 (2014)
On the categorization of scientific citation profiles in computer sciences by Chakraborty, Tanmoy, Kumar, Suhansanu, Goyal, Pawan, Ganguly, Niloy and Mukherjee, Animesh Communications of the ACM Vol. 58, No. 9 82-90 (2015)
A Context based Word Indexing Model for Document Summarization by Goyal, Pawan, Behera, Laxmidhar and McGinnity, TM IEEE Transactions on Knowledge and Data Engineering Vol. 25 No. 8 1693-1705 (2013)
Query Representation through Lexical Association for Information Retrieval by Goyal, Pawan, Behera, Laxmidhar and McGinnity, TM IEEE Transactions on Knowledge and Data Engineering Vol. 24 No. 12 2260-2273 (2012)
Towards a Stratified Learning Approach to Predict Future Citation Counts by Chakraborty, Tanmoy, Kumar, Suhansanu, Goyal, Pawan, Ganguly, Niloy and Mukherjee, Animesh ACM/IEEE Joint Conference on Digital Libraries (JCDL) 351 - 360 (2014)
An automatic approach to identify word sense changes in text media across timescales by Mitra, Sunny, Mitra, Ritwik, Maity, Suman Kalyan, Riedl, Martin, Biemann, Chris, Goyal, Pawan and Mukherjee, Animesh JNLE special issue on Graph Methods for NLP Cambridge University Press - (2014)

Completed Projects

Principal Investigator

A Novel Framework to Compress Multimodal Dialogue Contexts and Identify User Satisfaction Index Merlyn Mind, Inc
Advancement of NLP Techniques for Indian Languages with Focus on Bangla and Hindi Science and Engineering Research Board (SERB)
IoE Seed Grant: AI for Accelerated Materials Development IIT KHARAGPUR
Large Language Model for Legal Assistance IIT Mandi iHUB and HCi Foundation
Ranking and Analytics for the Institution Sponsored Research and Industrial Consultancy (SRIC)
Sanskrit Knowledge Accessor Ministry of Electronics and Information Technology
Sanskrit Knowledge Accessor Ministry of Electronics and Information Technology
TCS IoN Elective Course - Social Media and Text Analytics TATA CONSULTANCY SERVICES LTD
Unrestricted Grant for Research in Sanskrit Computational Linguistics Svarupa Inc.
Unrestricted grant for research in social networks and user-generated content Dr. M Chelliah, Head, Academic Relations, Yahoo India R & D
Unrestricted Travel Grant Various Institutes/Organisations
Using Large Language Models to Enhance Learning Efficiency and Student Engagement in Indian Education System IIT KHARAGPUR AI4ICPS I HUB FOUNDATION

Co-Principal Investigator

Cognitive Stimuli : Detecting and Generating Exaggeration in Online and Social Media Content Adobe Systems Inc
CrysLDM: Latent Diffusion Model for Crystal Material Generation INDO KOREA SCIENCE AND TECHNOLOGY CENTER
Google Unrestricted Fund for Social Computing GOOGLE INDIA PRIVATE LIMTED
MSR India PhD Award Unrestricted Grant MICROSOFT RESEARCH LAB. INDIA PVT. LTD., BANGALORE
Targeted Blass in Indian Media Outlets FACEBOOK INDIA ONLINE SERVICES PRIVATE LIMITED

Alumni members

Ph. D. Students

Abhilash Nandy

Area of Research: Information Retrieval

Hari Kishore Kusumakar

Area of Research: AI Governance and Law Enforcement

J Manoj Balaji

Area of Research: Sanskrit Computational Linguistics

Kavin R V

Area of Research: Natural Language Processing

Mohit Agrawal

Area of Research: Natural Language Processing

Omprakash Sonie

Area of Research: Natural Language Processing

Rahul Mehta

Area of Research: Information Retrieval

Shivraj Anand

Area of Research: Natural Language Processing

Shounak Paul

Area of Research: Natural Language Processing on Legal Text

Sombit Bose

Area of Research: Natural Language Processing

Subha Mondal

Area of Research: Reasoning, NLP, Education and LLMs

Subhendu Khatuya

Area of Research: Natural Language Processing

Subhojyoti Khastagir

Area of Research: Machine Learning

Sujeet Kumar

Area of Research: Natural Language Processing

Sujoy Sarkar

Area of Research: Text Mining

MS Students

Aritra Dutta

Area of Research: Reasoning, Vision and Language

Kunal Kingkar Das

Area of Research: Vision and Language

Pretam Ray

Area of Research: Natural Language Processing

Sourjyadip Ray

Area of Research: Vision and Language

Journal

FastDoc: Domain-Specific Fast Continual Pre-training Technique using Document-Level Metadata and Taxonomy by Nandy A., Kapadnis M.N., Patnaik S., Butala Y.P., Goyal P., Ganguly N. Transactions on Machine Learning Research 2024 - (2024)
MatSciRE: Leveraging pointer networks to automate entity and relation extraction for material science knowledge-base construction by Mullick A., Ghosh A., Chaitanya G.S., Ghui S., Nayak T., Lee S.-C., Bhattacharjee S., Goyal P. Computational Materials Science 233 - (2024)
Exploring generative frameworks for product attribute value extraction by Roy K., Goyal P., Pandey M. Expert Systems with Applications 243 - (2024)
Meta-ED: Cross-lingual Event Detection using Meta-learning for Indian Languages by Roy A., Sharma I. , Sarkar S. , Goyal P. ACM Transactions on Asian and Low-Resource Language Information Processing - (2023)
Modeling interdisciplinary interactions among Physics, Mathematics & Computer Science by Hazra R., Singh M. , Goyal P. , Adhikari B. , Mukherjee A. Journal of Physics: Complexity 4 - (2023)
Network embeddings from distributional thesauri for improving static word representations by Jana A., Haldar S., Goyal P. Expert Systems with Applications 187 - (2022)
CrysXPP: An explainable property predictor for crystalline materials by Das K., Samanta B., Goyal P., Lee S.-C., Bhattacharjee S., Ganguly N. npj Computational Materials 8 - (2022)
Augmenting Video Lectures: Identifying Off-topic Concepts and Linking to Relevant Video Lecture Segments by Ghosh K., Nangi S.R., Kanchugantla Y., Rayapati P.G., Bhowmick P.K., Goyal P. International Journal of Artificial Intelligence in Education - (2021)
MatScIE: An automated tool for the generation of databases of methods and parameters used in the computational materials science literature by Guha S., Mullick A., Agrawal J., Ram S., Ghui S., Lee S.-C., Bhattacharjee S., Goyal P. Computational Materials Science 192 - (2021)
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey by Nayak T., Majumder N., Goyal P., Poria S. Cognitive Computation 13 1215-1232 (2021)
Hatespeech in online social media by Das M., Saha P. , Mathew B. , Goyal P. , Mukherjee A. ACM Sigweb Letters 4 1-8 (2021)
A graph-based framework for structured prediction tasks in sanskrit by Krishna A., Santra B., Gupta A., Satuluri P., Goyal P. Computational Linguistics 46 785-845 (2020)
Hate begets Hate: A Temporal Study of Hate Speech by Mathew B., Illendula A., Saha P., Sarkar S., Goyal P., Mukherjee A. Proceedings of the ACM on Human-Computer Interaction 4 - (2020)
Network Measures: A New Paradigm Towards Reliable Novel Word Sense Detection by Jana A., Mukherjee A. , Goyal P. Information Processing and Management 57 1-20 (2020)
Summarizing Situational Tweets in Crisis Scenarios: An Extractive-Abstractive Approach by Rudra K., Goyal P. , Ganguly N. , Imran M. , Mitra P. IEEE Transactions on Computational Social Systems 6 981-993 (2019)
Analysis of Reference and Citation Copying in Evolving Bibliographic Networks by Pandey P. K., Singh M. , Goyal P. , Mukherjee A. , Chakrabarti S. Journal of Informetics 14 1-14 (2019)
Using Communities of Words Derived from Multilingual Word Vectors for Cross-Language Information Retrieval in Indian Languages by Bhattacharya P., Goyal P. , Sarkar S. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) 18 1-27 (2018)
Harnessing Twitter for Answering Opinion List Queries by Mullick A., Goyal P. , Ganguly N. , Gupta M. IEEE Transactions on Computational Social Systems 5 1083-1095 (2018)
Extracting and Summarizing Situational Information from the Twitter Social Media during Disasters by Rudra K., Ganguly N. , Goyal P. , Ghosh S. ACM Transactions on the Web 12 1-35 (2018)
Design and analysis of a lean interface for Sanskrit corpus annotation by Goyal P., Huet G. Journal of Language Modeling 145-182 (2016)
Automating Data Extraction in Systematic Reviews: A Systematic Review by Jonnalagadda S. R., Goyal P. , Huffman M. D. Systematic Reviews 4 1-16 (2015)
On the categorization of scientific citation profiles in computer sciences by Chakraborty, Tanmoy, Kumar, Suhansanu, Goyal, Pawan, Ganguly, Niloy and Mukherjee, Animesh Communications of the ACM Vol. 58, No. 9 82-90 (2015)
Is this conference a top-tier? ConfAssist: An assistive conflict resolution framework for conference categorization by Singh M., Chakraborty T. , Mukherjee A. , Goyal P. Journal of Informetrics 10 1005-1022 (2015)
An automatic approach to identify word sense changes in text media across timescales by Mitra, Sunny, Mitra, Ritwik, Maity, Suman Kalyan, Riedl, Martin, Biemann, Chris, Goyal, Pawan and Mukherjee, Animesh JNLE special issue on Graph Methods for NLP Cambridge University Press - (2014)
A Context based Word Indexing Model for Document Summarization by Goyal, Pawan, Behera, Laxmidhar and McGinnity, TM IEEE Transactions on Knowledge and Data Engineering Vol. 25 No. 8 1693-1705 (2013)
Novel Neighborhood Based Document Smoothing Model for Information Retrieval by Goyal P., Behera L. , Mcginnity T. M. Information Retrieval 16 391-425 (2013)
Query Representation through Lexical Association for Information Retrieval by Goyal, Pawan, Behera, Laxmidhar and McGinnity, TM IEEE Transactions on Knowledge and Data Engineering Vol. 24 No. 12 2260-2273 (2012)
Application of Bayesian Framework In Natural Language Understanding by Goyal P., Behera L. , Mcginnity T. M. IETE Technical Review 25 251-269 (2008)

Conferences

How Robust are the Tabular QA Models for Scientific Tables? A Study using Customized Dataset by Ghosh A., Sahith B.V., Ganguly N., Goyal P., Singh M. 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings 8258-8264 (2024)
On The Persona-based Summarization of Domain-Specific Documents by Mullick A., Bose S., Saha R., Bhowmick A.K., Goyal P., Ganguly N., Dey P., Kokku R. Proceedings of the Annual Meeting of the Association for Computational Linguistics 14291-14307 (2024)
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning by Joshi A., Paul S., Sharma A., Goyal P., Ghosh S., Modi A. Proceedings of the Annual Meeting of the Association for Computational Linguistics 1 11460-11499 (2024)
Order-Based Pre-training Strategies for Procedural Text Understanding by Nandy A., Kulkarni Y., Goyal P., Ganguly N. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024 2 821-828 (2024)
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling by Khatuya S., Mukherjee R., Ghosh A., Hegde M., Dasgupta K., Ganguly N., Ghosh S., Goyal P. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2024 1 7384-7396 (2024)
Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts by Khatuya S., Sinha K., Ganguly N., Ghosh S., Goyal P. SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval 2477-2481 (2024)
Intent Detection and Entity Extraction from Biomedical Literature by Mullick A., Gupta M., Goyal P. 1st Workshop on Patient-Oriented Language Processing, CL4Health 2024 at LREC-COLING 2024 - Workshop Proceedings 271-278 (2024)
Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study by Roy A., Ray P., Maheshwari A., Sarkar S., Goyal P. LoResMT 2024 - 7th Workshop on Technologies for Machine Translation of Low-Resource Languages, Proceedings of the Workshop 146-158 (2024)
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments by Ray S., Gupta K., Kundu S., Kasat P.A., Aditya S., Goyal P. EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference 15594-15608 (2024)
Legal Statute Identification: A Case Study using State-of-the-Art Datasets and Methods by Paul S., Bhatt R., Goyal P., Ghosh S. SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval 2231-2240 (2024)
YesBut: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models by Nandy A., Agarwal Y., Patwa A., Das M.M., Bansal A., Raj A., Goyal P., Ganguly N. EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference 16878-16895 (2024)
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free-Word-Ordered and Morphologically-Rich Low-Resource Languages by Ray P., Sandhan J., Krishna A., Goyal P. EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference 8458-8466 (2024)
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents by Mullick A., Bose S., Nandy A., Chaitanya G.S., Goyal P. EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024 15664-15680 (2024)
Financial Numeric Extreme Labelling: A Dataset and Benchmarking for XBRL Tagging by Sharma S., Khatuya S., Hegde M., Shaikh A., Dasgupta K., Goyal P., Ganguly N. Proceedings of the Annual Meeting of the Association for Computational Linguistics 3550-3561 (2023)
DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit by Sandhan J., Narsupalli Y., Muppirala S., Krishnan S., Satuluri P., Kulkarni A., Goyal P. Findings of the Association for Computational Linguistics: EMNLP 2023 13679-13692 (2023)
Frugal Prompting for Dialog Models by Santra B., Basak S., De A., Gupta M., Goyal P. Findings of the Association for Computational Linguistics: EMNLP 2023 4383-4407 (2023)
Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing by Sandhan J., Behera L., Goyal P. EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference 2156-2163 (2023)
Pre-trained Language Models for the Legal Domain: A Case Study on Indian Law by Paul S., Goyal P., Mandal A., Ghosh S. 19th International Conference on Artificial Intelligence and Law, ICAIL 2023 - Proceedings of the Conference 187-196 (2023)
Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages by Mullick A., Mondal I., Ray S., Raghav R., Chaitanya G.S., Goyal P. EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023 1825-1836 (2023)
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text by Nandy A., Kapadnis M.N., Goyal P., Ganguly N. Findings of the Association for Computational Linguistics: EMNLP 2023 8793-8806 (2023)
Legal IR and NLP: The History, Challenges, and State-of-the-Art by Ganguly D., Conrad J.G., Ghosh K., Ghosh S., Goyal P., Bhattacharya P., Nigam S.K., Paul S. European Conference on Information Retrieval (ECIR) 13982 LNCS 331-340 (2023)
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction by Mukherjee R., Kannen N., Kumar Pandey S., Goyal P. Findings of the Association for Computational Linguistics: EMNLP 2023 12065-12080 (2023)
Sanskrit shala: A neural sanskrit NLP toolkit with web-based interface for pedagogical and annotation purposes by Sandhan J., Agarwal A., Behera L., Sandhan T., Goyal P. Proceedings of the Annual Meeting of the Association for Computational Linguistics 3 103-112 (2023)
CrysGNN: Distilling Pre-trained Knowledge to Enhance Property Prediction for Crystalline Materials by Das K., Samanta B., Goyal P., Lee S.-C., Bhattacharjee S., Ganguly N. Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023 37 7323-7331 (2023)
CrysMMNet: Multimodal Representation for Crystal Property Prediction by Das K., Goyal P., Lee S.-C., Bhattacharjee S., Ganguly N. Proceedings of Machine Learning Research 216 507-517 (2023)
Using Sentence-level Classification Helps Entity Extraction from Material Science Literature by Mullick A., Pal S., Nayak T., Lee S.-C., Bhattacharjee S., Goyal P. 2022 Language Resources and Evaluation Conference, LREC 2022 4540-4545 (2022)
Investigating the Generative Approach for Question Answering in E-Commerce by Roy K., Balapanuru V.K., Nayak T., Goyal P. ECNLP 2022 - 5th Workshop on e-Commerce and NLP, Proceedings of the Workshop 210-216 (2022)
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit by Sandhan J., Gupta A. , Terdalkar H. , Sandhan T. , Samanta S. , Behera L. , Goyal P. Coling - (2022)
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation by Shukla A., Bhattacharya P. , Poddar S. , Mukherjee R. , Ghosh K. , Goyal P. , Ghosh S. AACL - (2022)
LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal Statute Identification from Indian Legal Documents by Paul S., Goyal P. , Ghosh S. AAAI - (2022)
Does Meta-learning Help mBERT for Few-shot Question Generation in a Cross-lingual Transfer Setting for Indic Languages? by Roy A., Thakur R. K., Sharma I. , Gupta A. , Krishna A. , Sarkar S. , Goyal P. Coling - (2022)
Linguistically Informed Post-processing for ASR Error correction in Sanskrit by Kumar R., Adiga D., Ranjan R., Krishna A., Ramakrishnan G., Goyal P., Jyothi P. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2022-September 2293-2297 (2022)
Linguistically Informed Post-processing for ASR Error correction in Sanskrit by Kumar R., Adiga D. , Ranjan R. , Krishna A. , Ramakrishnan G. , Goyal P. , Jyothi P. Interspeech 2293-2297 (2022)
Representation Learning for Conversational Data using Discourse Mutual Information Maximization by Santra B., Roychowdhury S., Mandal A., Gurram V., Naik A., Gupta M., Goyal P. NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference 1718-1734 (2022)
ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation by Kar D., Sarkar S. , Goyal P. AACL Findings - (2022)
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts by Mukherjee R., Bohra A. , Banerjee A. , Sharma S. , Hegde M. , Shaikh A. , Shrivastava S. , Dasgupta K. , Ganguly N. , Ghosh S. , Goyal P. EMNLP - (2022)
Effectiveness of Data Augmentation to Identify Relevant Reviews for Product Question Answering by Roy K., Goel A., Goyal P. WWW 2022 - Companion Proceedings of the Web Conference 2022 298-301 (2022)
MTLTS: A multi-task framework to obtain trustworthy summaries from crisis-related microblogs by Mukherjee R., Vishnu U., Peruri H.C., Bhattacharya S., Rudra K., Goyal P., Ganguly N. WSDM 2022 - Proceedings of the 15th ACM International Conference on Web Search and Data Mining 755-763 (2022)
Fast Few Shot Self-attentive Semi-supervised Political Inclination Prediction by Chakraborty S., Goyal P., Mukherjee A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13636 LNCS 3-20 (2022)
FinRED: A Dataset for Relation Extraction in Financial Domain by Sharma S., Nayak T., Bose A., Meena A.K., Dasgupta K., Ganguly N., Goyal P. WWW 2022 - Companion Proceedings of the Web Conference 2022 595-597 (2022)
A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection by Mullick A., Purkayastha S., Goyal P., Ganguly N. Findings of the Association for Computational Linguistics: NAACL 2022 - Findings 282-292 (2022)
A Framework to Generate High-Quality Datapoints for Multiple Novel Intent Detection by Mullick A., Purkayastha S., Goyal P., Ganguly N. NAACL 2022 - 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference 521-531 (2022)
A Generative Approach for Financial Causality Extraction by Nayak T., Sharma S., Butala Y., Dasgupta K., Goyal P., Ganguly N. WWW 2022 - Companion Proceedings of the Web Conference 2022 576-578 (2022)
(Im)balance in the Representation of News? An Extensive Study on a Decade Long Dataset from India by Chakraborty S., Goyal P., Mukherjee A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 13618 LNCS 347-369 (2022)
TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer by Sandhan J., Singla R. , Rao N. , Samanta S. , Behera L. , Goyal P. EMNLP Findings - (2022)
Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild by Mukherjee R., Shetty S., Chattopadhyay S., Maji S., Datta S., Goyal P. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12657 LNCS 92-106 (2021)
COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews by Singh S., Singh M., Goyal P. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries 2021-September 238-241 (2021)
Joint Autoregressive and Graph Models for Software and Developer Social Networks by Hazra R., Aggarwal H. , Goyal P. , Mukherjee A. , Chakrabarti S. ECIR 224-237 (2021)
Joint Autoregressive and Graph Models for Software and Developer Social Networks by Hazra R., Aggarwal H., Goyal P., Mukherjee A., Chakrabarti S. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 12656 LNCS 224-237 (2021)
A little pretraining goes a long way: A case study on dependency parsing task for low-resource morphologically rich languages by Sandhan J., Krishna A., Gupta A., Behera L., Goyal P. EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop 111-120 (2021)
A Little Pretraining Goes a Long Way: A Case Study on Dependency Parsing Task for Low-resource Morphologically Rich Languages by Sandhan J., Gupta A. , Krishna A. , Behera L. , Goyal P. EACL SRW - (2021)
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction by Mukherjee R., Nayak T., Butala Y., Bhattacharya S., Goyal P. EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings 9279-9291 (2021)
Which acts model happiness?: An exploratory analysis on Twitter and Goodreads by Bhasin M., Harshit, Goyal P. Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2021 577-584 (2021)
ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation by Kar D., Sarkar S., Goyal P. 4th Workshop on Challenges and Applications of Automated Extraction of Socio-Political Events from Text, CASE 2021 - Proceedings 20-30 (2021)
You too Brutus! Trapping Hateful Users in Social Media: Challenges, Solutions & Insights by Das M., Saha P., Dutt R., Goyal P., Mukherjee A., Mathew B. HT 2021 - Proceedings of the 32nd ACM Conference on Hypertext and Social Media 79-89 (2021)
Attribute Value Generation from Product Title using Language Models by Roy K., Goyal P., Pandey M. ECNLP 2021 - 4th Workshop on e-Commerce and NLP, Proceedings 13-17 (2021)
Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights by Adiga D., Kumar R., Krishna A., Jyothi P., Ramakrishnan G., Goyal P. Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 5039-5050 (2021)
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection by Mathew B., Saha P. , Yimam S. M., Biemann C. , Goyal P. , Mukherjee A. AAAI - (2021)
Hierarchical Transformer for Task Oriented Dialog Systems by Santra B., Anusha P. , Goyal P. NAACL-HLT 5649-5658 (2021)
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework by Nandy A., Sharma S. , Maddhashiya S. , Sachdeva K. , Goyal P. , Ganguly N. Findings of EMNLP - (2021)
Reproducibility, Replicability and Beyond: Assessing Production Readiness of Aspect Based Sentiment Analysis in the Wild by Mukherjee R., Shetty S. , Chattopadhyay S. , Maji S. , Datta S. , Goyal P. ECIR (Reproducibility Track) 92-106 (2021)
Aspect-based sentiment analysis of scientific reviews by Chakraborty S., Goyal P., Mukherjee A. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries 207-216 (2020)
Using Distributional Thesaurus Embedding for Co-hyponymy Detection by Jana A., Varimala N. , Goyal P. LREC - (2020)
Automatic Crime Identification from Facts: A Few Sentence-Level Crime Annotations is All You Need by Paul S., Goyal P. , Ghosh S. International Conference on Computational Linguistics (COLING) 1011-1022 (2020)
Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification by Kayal P., Singh M. , Goyal P. CODS-COMAD - (2020)
Read what you need: Controllable Aspect-based Opinion Summarization of Tourist Reviews by Mukherjee R., Peruri H. C., Vishnu U. , Goyal P. , Bhattacharya S. , Ganguly N. SIGIR 1825-1828 (2020)
Competing Topic Naming Conventions in Quora: Predicting Appropriate Topic Merges and Winning Topics from Millions of Topic Pairs by Mathew B., Maity S. K., Goyal P. , Mukherjee A. CODS-COMAD - (2020)
Incorporating domain knowledge into medical NLI using knowledge graphs by Sharma S., Santosh T.Y.S.S., Santra B., Ganguly N., Jana A., Goyal P. EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference 6092-6097 (2020)
Interaction dynamics between hate and counter users on Twitter by Mathew B., Kumar N. , Goyal P. , Mukherjee A. CODS-COMAD - (2020)
Keep it Surprisingly Simple: A Simple First Order Graph Based Parsing Model for Joint Morphosyntactic Parsing in Sanskrit by Krishna A., Gupta A. , Garasangi D. , Satuluri P. , Goyal P. EMNLP 4791-4797 (2020)
SHR++: An interface for morpho-syntactic annotation of sanskrit corpora by Krishna A., Vidhyut S., Chawla D., Sambhavi S., Goyal P. LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings 7069-7076 (2020)
Logic Constrained Pointer Networks for Interpretable Textual Similarity by Maji S., Kumar R. , Bansal M. , Roy K. , Goyal P. IJCAI - (2020)
Misleading Metadata Detection on YouTube by Palod P., Patwari A. , Bahety S. , Bagchi S. , Goyal P. ECIR - (2019)
Detecting Reliable Novel Word Senses: A Network-Centric Approach by Jana A., Mukherjee A. , Goyal P. Symposium On Applied Computing (SAC) - (2019)
Drug-Drug Interactions Prediction Based on Drug Embedding and Graph Auto-Encoder by Purkayastha S., Mondal I. , Sarkar S. , Goyal P. , Pillai J. Proceedings - 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering, BIBE 2019 547-552 (2019)
Automated Early Leaderboard Generation From Comparative Tables by Singh M., Sarkar R. , Vyas A. , Goyal P. , Mukherjee A. , Chakrabarti S. ECIR - (2019)
Spread of hate speech in online social media by Mathew B., Dutt R. , Goyal P. , Mukherjee A. WebSci - (2019)
On the Compositionality Prediction of Noun Phrases using Poincaré embeddings by Jana A., Puzyrev D. , Panchenko A. , Goyal P. , Biemann C. , Mukherjee A. ACL - (2019)
Characterizing the spread of exaggerated health news content over social media by Patro J., Baruah S. , Gupta V. , Choudhury M. , Goyal P. , Mukherjee A. HyperText - (2019)
Addressing Vocabulary Gap in E-commerce Search by Maji S., Roy K. , Kumar R. , Bansal M. , Kumar M. , Goyal P. SIGIR - (2019)
Poetry to Prose Conversion in Sanskrit as a Linearisation Task: A case for Low-Resource Languages by Krishna A., Sharma V. D., Santra B. , Satuluri P. K., Goyal P. ACL - (2019)
The rise and rise of interdisciplinary research: Understanding the interaction dynamics of three major fields -- Physics, Mathematics & Computer Science by Hazra R., Singh M. , Goyal P. , Adhikari B. , Mukherjee A. 21st International Conference on Asia-Pacific Digital Libraries - (2019)
Thou shalt not hate: Countering online hate speech by Mathew B., Saha P. , Tharad H. , Rajgaria S. , Singhania P. , Maity S. K., Goyal P. , Mukherjee A. ICWSM - (2019)
Deep Dive into Anonymity: Large Scale Analysis of Quora Questions by Mathew B., Dutt R. , Maity S. K., Goyal P. , Mukherjee A. Social Informatics - (2019)
DeepTagRec: A Content-cum-User based Tag Recommendation Framework for Stack Overflow by Maity S. K., Panigrahi A. , Ghosh S. , Banerjee A. , Goyal P. , Mukherjee A. ECIR - (2019)
Learning to Extract Comparison Points of Entity Pairs from Wikipedia Articles by Pani S. K., R N. , Goyal P. , Bhowmick P. K. JCDL - (2018)
Automated Assistance in E-commerce: An Approach based on Category-Sensitive Retrieval by Majumder A., Pande A. , Vonteru K. , Gangwar A. , Maji S. , Bhatia P. , Goyal P. ECIR - (2018)
Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit by Krishna A., Santra B. , Bandaru S. P., Sahu G. , Sharma V. D., Satuluri P. K., Goyal P. EMNLP - (2018)
Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit by Krishna A., Majumder B. P., Bhat R. , Goyal P. CoNLL - (2018)
Building a Word Segmenter for Sanskrit Overnight by Reddy V., Krishna A. , Sharma V. D., Gupta P. , R V. M., Goyal P. LREC - (2018)
WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages by Jana A., Kanojia P. , Goyal P. , Mukherjee A. Coling - (2018)
Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation? by Jana A., Goyal P. NAACL-HLT - (2018)
Network Features Based Co-hyponymy Detection by Jana A., Goyal P. LREC - (2018)
Identifying Opinion and Fact Subcategories from the Social Web by Mullick A., Dastider S. G., Maheshwari S. , Sahoo S. , Maity S. K., C S. , Goyal P. ACM International Conference on Supporting Group Work (Group) - (2018)
Identifying Sub-events and Summarizing Information during Disasters by Rudra K., Goyal P. , Ganguly N. , Mitra P. , Imran M. SIGIR - (2018)
An `Ekalavya' Approach to Learning Context Free Grammar Rules for Sanskrit Using Adaptor Grammar by Krishna A., Majumder B. P., Goyal P. 17th World Sanskrit Conference (WSC), section on Computational Sanskrit & Digital Humanities - (2018)
Opinion Conflicts: An Effective Route to Detect Incivility in Twitter by Maity S. K., Chakraborty A. , Goyal P. , Mukherjee A. CSCW - (2018)
Relay-Linking Models for Prominence and Obsolescence in Evolving Networks by Singh M., Sarkar R. , Goyal P. , Mukherjee A. , Chakrabarti S. KDD - (2017)
Extracting Entities of Interest from Comparative Product Reviews by Arora J., Agrawal S. , Goyal P. , Pathak S. CIKM - (2017)
Citation sentence reuse behavior of scientists: A case study on massive bibliographic text dataset of computer science by Singh M., Niranjan A. , Gupta D. , Bakshi N. A., Mukherjee A. , Goyal P. Joint Conference on Digital Libraries (JCDL) - (2017)
Understanding the Impact of Early Citers on Long-Term Scientific Impact by Singh M., Jaiswal A. , Shree P. , Pal A. , Mukherjee A. , Goyal P. Joint Conference on Digital Libraries (JCDL) - (2017)
Using re-ranking to boost deep learning based community question retrieval by Ghosh K., Bhowmick P. K., Goyal P. International Conference on Web Intelligence 807-814 (2017)
Detection of Sockpuppets in Social Media by Maity S. K., Chakraborty A. , Goyal P. , Mukherjee A. CSCW - (2017)
WikiM: Metapaths based Wikification of Scientific Abstracts by Jana A., Mooriyath S. , Mukherjee A. , Goyal P. Joint Conference on Digital Libraries (JCDL) - (2017)
Using Word Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval by Bhattacharya P., Goyal P. , Sarkar S. 7th International Conference on Intelligent Text Processing and Computational Linguistics - (2016)
Word Segmentation in Sanskrit Using Path Constrained Random Walk. 26th International Conference on Computational Linguistics by Krishna A., Santra B. , Satuluri P. K., Bandaru S. P., Faldu B. , Singh Y. , Goyal P. Coling - (2016)
OCR++: A Robust Framework For Information Extraction from Scholarly Articles by Singh M., Barua B. , Palod P. , Garg M. , Satapathy S. , Bushi S. , Ayush K. , Rohith K. S., Gamidi T. , Goyal P. , Mukherjee A. Coling - (2016)
peq : An explainable, specification-based, aspect-oriented product comparator for e-commerce by Sikchi A., Goyal P. , Datta S. Conference on Information and Knowledge Management (CIKM) - (2016)

Symposium

SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models by Kapadnis M. N., Pratik S. , Nandy A. , Ray S. , Goyal P. , Sheet D. 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics - 6th Clinical Natural Language Processing Workshop 1-9 (2024)
Revisiting the Role of Feature Engineering for Compound Type Identification in Sanskrit by Sandhan J., Krishna A. , Goyal P. , Behera L. 6th International Sanskrit Computational Linguistics Symposium - (2019)

Edited Volume

Big Data and Artificial Intelligence by Goyal V., Kumar N. , Bhowmick S. S., Goyal P. , Goyal N. , Kumar D. Proceedings of the 11th International Conference on Big Data and Artificial Intelligence - (2023)

Workshop

AppTechMiner: Mining Applications and Techniques from Scientific Articles by Singh M., Dan S. , Agarwal S. , Goyal P. , Mukherjee A. 6th International Workshop on Mining Scientific Publications, workshop at JCDL 2017 - (2017)
Adapting predominant and novel sense discovery algorithms for identifying corpus-specific sense differences by Mathew B., Maity S. K., Sarkar P. , Mukherjee A. , Goyal P. TextGraphs - (2017)
A Dataset for Sanskrit Word Segmentation by Krishna A., Satuluri P. , Goyal P. LaTeCH-CLfL, workshop at ACL 2017 - (2017)
A Graph Based Semi-Supervised Approach for Analysis of Derivational Nouns in Sanskrit by Krishna A., Satuluri P. , Ponnada H. , Ahmed, M. , Arora G. , Hiware K. , Goyal P. TextGraphs - (2017)
A Two-Phase Approach Towards Identifying Argument Structure in Natural Language by Pathak A., Goyal P. , Bhowmick P. K. Natural Language Processing Techniques for Educational Applications (NLP-TEA) - (2016)
Summarizing Situational and Topical Information During Crises by Rudra K., Banerjee S. , Ganguly N. , Goyal P. , Imran M. , Mitra P. Social Web for Disaster Management - (2016)
Compound Type Identi cation in Sanskrit: What Roles do the Corpus and Grammar Play? by Krishna A., Satuluri P. , Sharma S. , Kumar A. , Goyal P. WSSANLP - (2016)

FeRoSA: A Faceted Recommendation System for Scientific Articles by Chakraborty, Tanmoy, Krishna, Amrith, Singh, Mayank, Ganguly, Niloy, Goyal, Pawan and Mukherjee, Animesh 20th Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD) - (2016)
On the formation of circles in co-authorship networks by Chakraborty, Tanmoy, Patranabis, Sikhar, Goyal, Pawan and Mukherjee, Animesh 21st ACM SIGKDD - (2015)
The role of citation context in predicting long-term citation profiles: an experimental study based on a massive bibliographic text dataset by Singh, Mayank, Patidar, Vikas, Kumar, Suhansanu, Chakraborty, Tanmoy, Mukherjee, Animesh and Goyal, Pawan 24th ACM Conference on Information and Knowledge Management (CIKM) - (2015)
Extracting Situational Information from Microblogs during Disaster Events: A Classification-Summarization Approach by Rudra, Koustav, Ghosh, Shubham, Ganguly, Niloy, Goyal, Pawan and Ghosh, Saptarshi 24th ACM Conference on Information and Knowledge Management (CIKM) - (2015)
Thats sick dude!: Automatic identification of word sense change across different timescales by Mitra, Sunny, Mitra, Ritwik, Riedl, Martin, Biemann, Chris, Mukherjee, Animesh and Goyal, Pawan 52nd Annual Meeting of the Association for Computational Linguistics (ACL) 1020-1029 (2014)
Towards a Stratified Learning Approach to Predict Future Citation Counts by Chakraborty, Tanmoy, Kumar, Suhansanu, Goyal, Pawan, Ganguly, Niloy and Mukherjee, Animesh ACM/IEEE Joint Conference on Digital Libraries (JCDL) 351 - 360 (2014)