|
Pawan Goyal
Associate Professor
Department of Computer Science and
Engineering
Indian Institute of Technology, Kharagpur,
India -- 721302
Phone: +91-3222282370 (Office)
Email: pawang AT cse DOT iitkgp DOT
ac DOT in
My Google Scholar page
My CV
|
Brief Bio
I joined the Department of Computer Science and
Engineering, Indian Institute of Technology,
Kharagpur as an Assistant Professor on July
30th, 2013. Prior to that, I was working at INRIA
Paris-Rocquencourt as a post doctoral fellow with Prof. Gérard
Huet on The Sanskrit
Heritage Site.
I did my B. Tech. in Electrical Engineering from Indian Institute of
Technology, Kanpur. I received my Ph. D. from Intelligent
Systems Research Centre, Faculty of Computing and Engineering,
University of Ulster,
UK. My PhD advisors were Prof. Laxmidhar
Behera and Prof. T. M. McGinnity. The
topic of my PhD dissertation was "Analytic Knowledge Discovery
Techniques for Ad-Hoc information Retrieval and Text
Summarization".
My main research interests include Text Mining,
Natural Language Processing, Information Retrieval and
Sanskrit Computational Linguistics.
|
Professional Activities
Academic Co-ordinator for the ACM India Summer School on
Generative AI for Text at IIT Gandhinagar from June 24th -
July 5th, 2024.
Senior Area Chair: EMNLP 2024
PC Chair: BDA 2023, IndoML 2023
We organized sixth international conference on Sanskrit
Computational Linguistics from October 23-25, 2019 at IIT
Kharagpur. For more details, please visit this link.
Senior PC / Meta-Reviewer / Area Chair: ACL ARR 2024, EMNLP 2023, AAAI 2023, AAAI 2021
News
Sep 20th, 2024: 3 main papers and a
Finding paper got accepted in EMNLP'24.
June 11th, 2024: Abhilash Nandy received
the Microsoft Research India PhD Award.
June 11th, 2024: Our paper,
"FastDoc: Domain-Specific Fast Continual Pre-training Technique
using Document-Level Metadata and Taxonomy" got accepted in
TMLR.
May 16th, 2024: Our papers,
"IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning" (long
paper, main) and "On The Persona-based Summarization of Domain-Specific
Documents" (shot paper, Findings) got accepted in ACL'24.
March 26th, 2024: Our papers,
"Instruction-Guided Bullet Point
Summarization of Long Financial Earnings Call Transcripts" (short
paper) and "Legal
Statute Identification: A Case Study using State-of-the-Art Datasets
and Methods" (Resource and Reproducibility track) got accepted in SIGIR'24.
March 13th, 2024: Our papers,
"Parameter-Efficient Instruction Tuning of Large Language Models
For Extreme Financial Numeral Labelling" and "Order-Based Pre-training Strategies for Procedural Text Understanding" got accepted in NAACL'24
(main conference).
Februay 20th, 2024: Our paper, "How
Robust are the QA Models for Hybrid Scientific Tabular Data? A Study
using Customized Dataset" got accepted in LREC-Coling'24
(short).
October 8th, 2023: 4 long papers
accepted in EMNLP'23 (Findings).
September 25th, 2023: Our proposal,
"A Human-Aligned Automated Evaluation Framework for Natural
Language Generation via Large Language Models" got selected for the Microsoft Accelerate Foundation Models Research Program.
June 2023: I will be serving as an area chair
for EMNLP'23.
June 2023: I will be serving as PC co-chair
for IndoML'23 in IIT Bombay along with Prof. Abir De and Prof. Sunita
Sarawagi.
May, 2023: I will be serving as PC co-chair
for Big Data Analytics (BDA)'23 in IIIT Delhi along with Prof. Sourav
Bhowmick, NTU.
May 8th, 2023: Our paper,
"SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based
Interface for Pedagogical and Annotation Purposes" got accepted
in ACL'23 (System Demonstrations).
May 8th, 2023: Our paper, "CrysMMNet: Multimodal Representation for Crystal Property Prediction" got accepted in UAI'23.
May 2nd, 2023: Our paper, "Financial
Numeric Extreme Labelling: A dataset and benchmarking" got
accepted in Findings of ACL'23 (short).
January 22nd, 2023: Our papers,
"Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages" (Long paper, findings) and "Systematic Investigation of Strategies Tailored for Low-Resource Settings for Low-Resource Dependency Parsing" (Short paper, main) got accepted in EACL'23.
November 19th, 2022: Our paper,
"CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materials" got accepted in AAAI'23.
October 6th, 2022: Our papers,
"TransLIST: A Transformer-Based Linguistically Informed Sanskrit
Tokenizert" (Long paper, findings) and "ECTSum: A New
Benchmark Dataset for Bullet Point Summarization of Long Earnings Call
Transcripts" (Long paper, main) got accepted in EMNLP'22.
September 21st, 2022: Our papers,
"Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation" (Long paper, main) and "ArgGen:
Prompting Text Generation Models for Document-Level Event-Argument
Aggregation" (short paper, findings) got accepted in AACL'22.
August 17th, 2022: Our papers, "A Novel
Multi-Task Learning Approach for Context-Sensitive Compound Type
Identification in Sanskrit" (Long paper, Oral presentation) and
"Does Meta-learning Help mBERT for Few-shot Question Generation in
a Cross-lingual Transfer Setting for Indic Languages?" (Short
paper, poster presentation) got accepted in Coling'22.
August 16th, 2022: Received Faculty Excellence
Award (Associate Level) from IIT Kharagpur.
June 15th, 2022: Our paper,
"Linguistically Informed Post-processing for ASR Error correction in Sanskrit" got accepted in Interspeech.
May 30th, 2022: Our proposal, "
Adapting Dialog Systems to New Domains through Natural Language
Interactionst" got selected as part of Microsoft Academic
Partnership Grant (MAPG 2022) program.
April 8th, 2022: Our papers, "Representation Learning for Conversational Data using Discourse Mutual Information Maximization" and "A Framework to Generate High-quality Datapoints for
Multiple Novel Intent Detection" got
accepted in NAACL'22 (main and findings, respectively).
March 4th, 2022: Our paper,
"Using Data Augmentation to Identify Relevant Reviews for
Product Question Answering" got accepted in the Web Conference as
a poster.
January 27th, 2022: Our paper,
"CrysXPP: An Explainable Property Predictor for Crystalline
Materials" got accepted in npj Computational Materials.
December 1st, 2021: Our paper,
"LeSICiN: A Heterogeneous Graph-based Approach for Automatic Legal
Statute Identification from Indian Legal Documents" got accepted
in AAAI'22.
October 12th, 2021: Our paper,
"MTLVS: A Multi-Task Framework to Verify and Summarize
Crisis-Related Microblogs" got accepted in WSDM'22.
September 3rd, 2021: Our paper,
"Network Embeddings from Distributional Thesauri for Improving
Static Word Representations" got accepted in Expert Systems with Applications.
September 2nd, 2021: Our paper received Hypertext Ted Nelson Best Newcomer Paper Award.
August 26th, 2021: Our papers, "PASTE: A Tagging-free Decoding Framework using Pointer
Networks for Aspect Sentiment Triplet Extraction" and "Question Answering over Electronic Devices: A New
Benchmark Dataset and a Multi-Task Learning based QA" got
accepted in EMNLP'21 (main and findings, respectively).
June 23rd, 2021: Our proposal, "
Multilingual Dialogue as a Novel Framework for AutoSuggest" got
selected as part of Microsoft Academic Partnership Grant 2021 program.
May 6th, 2021: Our paper, "
Automatic Speech Recognition in Sanskrit: A New Speech Corpus and
Modelling Insights" got accepted in Findings of ACL'21.
March 11th, 2021: Our paper, "
Hierarchical Transformer for Task Oriented Dialog Systems" got
accepted in NAACL-HLT'21.
January 19th, 2021: Our paper, "
MatScIE: An automated tool for the generation of databases of methods
and parameters used in the computational materials science
literature" got accepted in Computational Materials Science, Elsevier.
December 31st, 2020: Abhilash Nandy and Ankan
Mullick receive Prime Ministers Research Fellowship (PMRF).
December 15th, 2020: One Full paper and One
Reproducibility Track paper got accepted in ECIR'21.
December 2nd, 2020: Our paper, "HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection" got accepted in AAAI'21.
October 3rd, 2020: Our paper, "A
Graph Based Framework for Structured Prediction Tasks in
Sanskrit" got accepted in Computational Linguistics Journal.
September 30th, 2020: Our paper, "Automatic Crime Identification from Facts: A Few Sentence-Level Crime Annotations is All You Need" got accepted in COLING.
September 15th, 2020: Our paper, "Keep it Surprisingly Simple: A Simple First Order Graph Based Parsing Model for Joint Morphosyntactic Parsing in Sanskrit" got accepted in EMNLP as a short paper.
September 10th, 2020, 2020: Received INAE
Young Engineer Awards 2020.
July 24th, 2020: Our paper, "Hate begets Hate: A
Temporal Study of Hate Speech" got accepted in ACM CSCW.
June 10th, 2020: Received Google India AI/ML Research
Awards 2020.
April 22nd, 2020: Our paper, "Read what you need:
Controllable Aspect-based Opinion Summarization of Tourist
Reviews" got accepted in SIGIR 2020 as a short paper.
April 20th, 2020: Our paper, "Logic Constrained Pointer Networks for Interpretable
Textual Similarity" got accepted in IJCAI 2020.
March 7th, 2020: Our paper, "Aspect-based Sentiment Analysis of Scientific Reviews" got accepted in JCDL 2020.
February 11th, 2020: Two papers got accepted in LREC 2020.
August 13th, 2019: Our paper, "Incorporating Domain Knowledge into Medical NLI
using Knowledge Graphs" got accepted in EMNLP 2019 as a short
paper.
July 3rd, 2019: Our paper, "Spread of hate
speech in online social media" get the best paper award
(honorable mention) at WebSci 2019.
May 14th, 2019: Our long paper, "On the
Compositionality Prediction of Noun Phrases using Poincaré
embeddings" and a short paper, "Poetry to Prose Conversion in
Sanskrit as a Linearisation Task: A case for Low-Resource
Languages" got accepted in ACL 2019.
April 14th, 2019: Our paper, "Addressing
Vocabulary Gap in E-commerce Search" got accepted in SIGIR 2019
as a short paper.
April 6th, 2019: Our paper, "Spread of hate
speech in online social media" got accepted in WebSci 2019.
March 16th, 2019: Our paper, "Thou shalt not
hate: Countering online hate speech" got accepted in ICWSM 2019.
December 5th, 2018: One long paper, "Automated Early Leaderboard Generation From Comparative Tables" and
three short papers got accepted in ECIR 2019.
August 11th, 2018: Our paper, "Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit" got
accepted in EMNLP.
August 9th, 2018: Our paper, "Opinion Conflicts: An Effective Route to Detect Incivility in Twitter" got
accepted in CSCW.
July 27th, 2018: Our paper, "Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit" got
accepted in CoNLL.
May 16th, 2018: Our paper, "WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages" got
accepted in Coling.
April 12th, 2018: Our paper, "Identifying
Sub-events and Summarizing Information during Disasters" got
accepted in SIGIR.
February 15th, 2018: Our paper, "Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation?" got
accepted in NAACL-HLT.
December 30th, 2017: Our paper, "Extracting and Summarizing Situational Information from
the Twitter Social Media during Disasters" got
accepted in ACM Transactions on the Web.
December 13th, 2017: Two full papers, "Building a
Word Segmenter for Sanskrit Overnight" and "Network Features Based Co-hyponymy Detection" got
accepted in LREC 2018 for oral presentations.
December 11th, 2017: Our Paper, "Automated Assistance in E-commerce: An Approach based on Category-Sensitive Retrieval" got
accepted in ECIR 2018 as a short paper.
August 21st, 2017: I will be chairing the Young
Researchers' Symposium at CODS-COMAD 2018 along with Dr. Amit Awekar
from IIT Guwahati. Please consider submitting. You can find more
details here.
August 5th, 2017: Our Paper, "Extracting Entities of Interest from Comparative Product Reviews" got
accepted in CIKM 2017 as a short paper.
May 29th, 2017:We are organizing ACM summer school
on NLP and Machine Learning from June 1st to June 21st, 2017. More
details acan be found here.
May 16th, 2017: Our Paper, "Relay-Linking Models
for Prominence and Obsolescence in Evolving Networks" got
accepted in KDD 2017 for a poster presentation.
March 21st, 2017: Two full papers, "Understanding the Impact of Early Citers on
Long-Term Scientific Impact",
"WikiM: Metapaths based Wikification of Scientific
Abstracts" and one short paper, "Citation sentence reuse
behavior of scientists: A case study on massive bibliographic text
dataset of computer science" accepted in JCDL 2017.
February 25th, 2017: We are organizing workshop on
Complex and Social Networks on March 15th, 2017 in Gargi
Auditorium. Prof. Frank Schweitzer (ETH, Zurich), Prof. Laxmidhar
Behera (IIT Kanpur) and Dr. Manish Gupta (Microsoft Bing) are the
speakers. There will also be a panel discussion on "How to sell your
thesis to industry". For more details, visit the website here.
February 23rd, 2017: OCR++ got selected for the
Gandhian Young Technological Innovation (GYTI) Award/Appreciation
2017.
February 11th, 2017: Our paper, "A Generic
Opinion-Fact Classifier with Application in Understanding
Opinionatedness in Various News Section" got accepted as a poster
in WWW 2017.
September 21st, 2016: Our papers, "Word
Segmentation in Sanskrit Using Path Constrained Random
Walks" and "OCR++: A Robust Framework For Information
Extraction from Scholarly Articles" got accepted in Coling 2016.
July 19th, 2016: Our paper, "peq : An explainable, specification-based, aspect-oriented product comparator for e-commerce" got
accepted in ACM CIKM, 2016 as a short paper.
April 1st, 2016: Our paper, "Summarizing Situational Tweets in Crisis Scenario" got
accepted in ACM HyperText, 2016.
December 11th, 2015: Our paper, "FeRoSA: A
Faceted Recommendation System for Scientific Articles" got
accepted in PAKDD, 2016.
July 4th, 2015: Our papers, "Extracting
Situational Information from Microblogs during Disaster Events: A
Classification-Summarization Approach" and "The role of citation context in predicting long-term citation profiles: an experimental study based on a massive bibliographic text dataset" got accepted in ACM CIKM, 2015.
May 13th, 2015: Our paper, "On the formation of circles in co-authorship
networks" got accepted in ACM SIGKDD, 2015.
January 12th, 2015: Our paper, "An automatic
approach to identify word sense changes in text media across
timescales" got accepted in JNLE special issue on Graph Methods
for NLP.
December 21st, 2014: Our paper, "On the categorization of scientific citation
profiles in computer sciences" got accepted in Communications of
the ACM.
October 1st, 2014: Our proposal, "IndicView: because language is no more a barrier" has
been accepted as part of the Google - IIT Pilot program.
September 8th, 2014: Received a grant of USD 1000 from Yahoo! Labs towards encouraging
student participation in the SNLP course projects this semester.