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- ArticleDecember 2024
ICPR 2024 Competition on Multilingual Claim-Span Identification
Pattern Recognition. CompetitionsPages 134–144https://doi.org/10.1007/978-3-031-80139-6_10AbstractA lot of claims are made in social media posts, which may contain misinformation or fake news. Hence, it is crucial to identify claims as a first step towards claim verification. Given the huge number of social media posts, the task of identifying ...
- research-articleDecember 2024
Power Efficient Handoff Management in Hybrid V2X Communication: Game-Theoretic Approach to Resource Allocation With Load Reduction
IEEE Transactions on Mobile Computing (ITMV), Volume 23, Issue 12Pages 14638–14655https://doi.org/10.1109/TMC.2024.3449374In this study, we jointly investigate the connectivity probability and the number of required resource blocks (RBs) for load reduction during handoff (HO) decision for hybrid vehicle-to-everything (V2X) communication. Frequent HOs is a major issue in ...
- research-articleNovember 2024
Investigating Nudges toward Related Sellers on E-commerce Marketplaces: A Case Study on Amazon
Proceedings of the ACM on Human-Computer Interaction (PACMHCI), Volume 8, Issue CSCW2Article No.: 455, Pages 1–31https://doi.org/10.1145/3686994E-commerce marketplaces provide business opportunities to millions of sellers worldwide. Some of these sellers have special relationships with the marketplace by virtue of using their subsidiary services (e.g., fulfillment and/or shipping services ...
- short-paperJuly 2024
Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts
SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2477–2481https://doi.org/10.1145/3626772.3657948While automatic summarization techniques have made significant advancements, their primary focus has been on summarizing short news articles or documents that have clear structural patterns like scientific articles or government reports. There has not ...
- research-articleJuly 2024
Legal Statute Identification: A Case Study using State-of-the-Art Datasets and Methods
SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2231–2240https://doi.org/10.1145/3626772.3657879Legal Statute Identification (LSI) involves identifying the relevant statutes (articles of law) given the facts (evidence) of a legal case. There are several key challenges in LSI, such as (i)~usage of label (statute) semantics which can be complicated ...
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- research-articleMay 2024
MuLX-QA: Classifying Multi-Labels and Extracting Rationale Spans in Social Media Posts
ACM Transactions on the Web (TWEB), Volume 18, Issue 3Article No.: 35, Pages 1–26https://doi.org/10.1145/3653303While social media platforms play an important role in our daily lives in obtaining the latest news and trends from across the globe, they are known to be prone to widespread proliferation of harmful information in different forms leading to ...
- research-articleFebruary 2024
A Multiport Charger for Light Electric Vehicles With Function of Powering Domestic Appliances
IEEE Transactions on Consumer Electronics (ITOCE), Volume 70, Issue 1Pages 308–317https://doi.org/10.1109/TCE.2023.3327493Power transmission from electric vehicles (EVs) occurs through vehicle to grid (V2G), grid to vehicle (G2V) and vehicle to home (V2H). However, a new perspective of considering EV as power transport device to underpriviledged households is considered in ...
- extended-abstractFebruary 2024
Overview of the FIRE 2023 Track: Artificial Intelligence on Social Media (AISoMe)
FIRE '23: Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval EvaluationPages 1–3https://doi.org/10.1145/3632754.3633276The COVID-19 pandemic showed the importance of vaccination at a large scale. However, quite often people expressed different concerns they had towards vaccines which made them hesitant to take them. Some people were concerned about the potential side-...
- extended-abstractFebruary 2024
Helping Hands - An AI based Real Time System for Effective Flood Relief Operations in Indian Cities
- Abhay Banerjee,
- Soumokanti Bera,
- Faizan Ahmed,
- Sourav Manna,
- Mayur Mallav Saikia,
- Moumita Basu,
- Saptarshi Ghosh
FIRE '23: Proceedings of the 15th Annual Meeting of the Forum for Information Retrieval EvaluationPages 83–87https://doi.org/10.1145/3632754.3632762We introduce ‘Helping Hands’, an end-to-end information system utilizing Online Social Media (OSM) to aid disaster relief operations. More specifically, ‘Helping Hands’ is an AI-based system for real-time extraction of crucial information from OSM posts ...
- ArticleAugust 2023
TransDocAnalyser: A Framework for Semi-structured Offline Handwritten Documents Analysis with an Application to Legal Domain
Document Analysis and Recognition - ICDAR 2023Pages 45–62https://doi.org/10.1007/978-3-031-41676-7_3AbstractState-of-the-art offline Optical Character Recognition (OCR) frameworks perform poorly on semi-structured handwritten domain-specific documents due to their inability to localize and label form fields with domain-specific semantics. Existing ...
- short-paperJuly 2023
Fairness for both Readers and Authors: Evaluating Summaries of User Generated Content
SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 1996–2000https://doi.org/10.1145/3539618.3591986Summarization of textual content has many applications, ranging from summarizing long documents to recent efforts towards summarizing user generated text (e.g., tweets, Facebook or Reddit posts). Traditionally, the focus of summarization has been to ...
- research-articleSeptember 2023
Pre-trained Language Models for the Legal Domain: A Case Study on Indian Law
ICAIL '23: Proceedings of the Nineteenth International Conference on Artificial Intelligence and LawPages 187–196https://doi.org/10.1145/3594536.3595165NLP in the legal domain has seen increasing success with the emergence of Transformer-based Pre-trained Language Models (PLMs) pre-trained on legal text. PLMs trained over European and US legal text are available publicly; however, legal text from other ...
- ArticleApril 2023
Legal IR and NLP: The History, Challenges, and State-of-the-Art
- Debasis Ganguly,
- Jack G. Conrad,
- Kripabandhu Ghosh,
- Saptarshi Ghosh,
- Pawan Goyal,
- Paheli Bhattacharya,
- Shubham Kumar Nigam,
- Shounak Paul
Advances in Information RetrievalPages 331–340https://doi.org/10.1007/978-3-031-28241-6_34AbstractArtificial Intelligence (AI), Machine Learning (ML), Information Retrieval (IR) and Natural Language Processing (NLP) are transforming the way legal professionals and law firms approach their work. The significant potential for the application of ...
- research-articleMarch 2023
Ensemble methods for improving extractive summarization of legal case judgements
Artificial Intelligence and Law (AIAL), Volume 32, Issue 1Pages 231–289https://doi.org/10.1007/s10506-023-09349-8AbstractSummarization of legal case judgement documents is a practical and challenging problem, for which many summarization algorithms of different varieties have been tried. In this work, rather than developing yet another summarization algorithm, we ...
- research-articleJanuary 2023
Report on the 2nd Symposium on Artificial Intelligence and Law (SAIL) 2022
- Saptarshi Ghosh,
- Kripabandhu Ghosh,
- Debasis Ganguly,
- Arnab Bhattacharya,
- Partha Pratim Chakrabarti,
- Shouvik Guha,
- Arindam Pal,
- Koustav Rudra,
- Prasenjit Majumder,
- Dwaipayan Roy,
- Ayan Bandopadhyay,
- Procheta Sen,
- Paheli Bhattacharya,
- Aniket Deroy,
- Upal Bhattacharya,
- Subinay Adhikary,
- Subham Kumar Nigam
ACM SIGIR Forum (SIGIR), Volume 56, Issue 1Article No.: 11, Pages 1–7https://doi.org/10.1145/3582524.3582538This report describes the 2nd edition of the Symposium on Artificial Intelligence and Law (SAIL) organized as a virtual event during June 6--9, 2022. The aim of SAIL is to bring together experts from the industry and the academia to discuss the scope ...
- tutorialJanuary 2023
AI & Law: Formative Developments, State-of-the-Art Approaches, Challenges & Opportunities
CODS-COMAD '23: Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD)Pages 320–323https://doi.org/10.1145/3570991.3571050Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP) are transforming the way legal professionals and law firms approach their work. The significant potential for the application of AI to Law, for instance, by ...
- abstractJanuary 2023
Overview of the FIRE 2022 track: Information Retrieval from Microblogs during Disasters (IRMiDis)
FIRE '22: Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval EvaluationPages 12–14https://doi.org/10.1145/3574318.3574319Microblogging sites such as Twitter play an important role in dealing with various mass emergencies including natural disasters and pandemics. Over the last several years, the track on Information Retrieval from Microblogs during Disasters (IRMiDis), ...
- research-articleNovember 2022
Legal case document similarity: You need both network and text
Information Processing and Management: an International Journal (IPRM), Volume 59, Issue 6https://doi.org/10.1016/j.ipm.2022.103069AbstractEstimating the similarity between two legal case documents is an important and challenging problem, having various downstream applications such as prior-case retrieval and citation recommendation. There are two broad approaches for the ...
Highlights- Estimating the similarity between legal case documents is a practically useful task.
- research-articleSeptember 2022
A sequence labeling model for catchphrase identification from legal case documents
Artificial Intelligence and Law (AIAL), Volume 30, Issue 3Pages 325–358https://doi.org/10.1007/s10506-021-09296-2AbstractIn a Common Law system, legal practitioners need frequent access to prior case documents that discuss relevant legal issues. Case documents are generally very lengthy, containing complex sentence structures, and reading them fully is a strenuous ...
- research-articleJuly 2022
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines
SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 3154–3164https://doi.org/10.1145/3477495.3531745Convincing people to get vaccinated against COVID-19 is a key societal challenge in the present times. As a first step towards this goal, many prior works have relied on social media analysis to understand the specific concerns that people have towards ...