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The effective training and evaluation of retrieval systems require a substantial amount of relevance judgments, which are traditionally collected from human assessors -- a process that is both costly and time-consuming. Large Language…

Information Retrieval · Computer Science 2024-12-19 Hossein A. Rahmani , Emine Yilmaz , Nick Craswell , Bhaskar Mitra

The judiciary, as one of democracy's three pillars, is dealing with a rising amount of legal issues, needing careful use of judicial resources. This research presents a complex framework that leverages Data Science methodologies, notably…

Information Retrieval · Computer Science 2025-07-03 Puspendu Banerjee , Aritra Mazumdar , Wazib Ansar , Saptarsi Goswami , Amlan Chakrabarti

Every day, 800 women and 6,700 newborns die from complications related to pregnancy or childbirth. A well-trained midwife can prevent most of these maternal and newborn deaths. Data science models together with logs generated by users of…

Machine Learning · Statistics 2023-03-06 Anna Guitart , Ana Fernández del Río , África Periáñez , Lauren Bellhouse

Most legal text in the Indian judiciary is written in complex English due to historical reasons. However, only a small fraction of the Indian population is comfortable in reading English. Hence legal text needs to be made available in…

Computation and Language · Computer Science 2024-11-08 Sayan Mahapatra , Debtanu Datta , Shubham Soni , Adrijit Goswami , Saptarshi Ghosh

In formal procedure of civil cases, the textual materials provided by different parties describe the development process of the cases. It is a difficult but necessary task to extract the key information for the cases from these textual…

Computation and Language · Computer Science 2023-03-30 Yuan Zhang , Chuanyi Li , Yu Sheng , Jidong Ge , Bin Luo

Today's distributed tracing frameworks are ill-equipped to troubleshoot rare edge-case requests. The crux of the problem is a trade-off between specificity and overhead. On the one hand, frameworks can indiscriminately select requests to…

Distributed, Parallel, and Cluster Computing · Computer Science 2022-04-28 Lei Zhang , Vaastav Anand , Zhiqiang Xie , Ymir Vigfusson , Jonathan Mace

This paper presents a study of the Internet infrastructure in India from the point of view of censorship. First, we show that the current state of affairs---where each ISP implements its own content filters (nominally as per a governmental…

Cryptography and Security · Computer Science 2018-06-19 Devashish Gosain , Anshika Agarwal , Sahil Shekhawat , H. B. Acharya , S. Chakravarty

Existing benchmarks for legal AI focus primarily on tasks where LLMs must produce legal arguments or documents, yet the capacity to \emph{judge} such arguments -- weighing competing claims, applying doctrine to facts, and rendering reasoned…

Computing similarity between two legal case documents is an important and challenging task in Legal IR, for which text-based and network-based measures have been proposed in literature. All prior network-based similarity methods considered…

Information Retrieval · Computer Science 2020-07-08 Paheli Bhattacharya , Kripabandhu Ghosh , Arindam Pal , Saptarshi Ghosh

Charts are ubiquitous as they help people understand and reason with data. Recently, various downstream tasks, such as chart question answering, chart2text, and fact-checking, have emerged. Large Vision-Language Models (LVLMs) show promise…

Scientometric analysis of 146 and 59 research articles published in Indian journal of Information Sources and Services (IJISS) and Pakistan Journal of Library and Information Science has been carried out. Seven Volumes of the IJISS…

Digital Libraries · Computer Science 2021-02-26 M Sadik Batcha , Muneer Ahmad

Large Language Models (LLMs) have significantly advanced the state-of-the-art in various coding tasks. Beyond directly answering user queries, LLMs can also serve as judges, assessing and comparing the quality of responses generated by…

Computation and Language · Computer Science 2025-08-15 Hongchao Jiang , Yiming Chen , Yushi Cao , Hung-yi Lee , Robby T. Tan

Social media has become one of the main channels for peo- ple to communicate and share their views with the society. We can often detect from these views whether the person is in favor, against or neu- tral towards a given topic. These…

Computation and Language · Computer Science 2018-05-31 Sahil Swami , Ankush Khandelwal , Vinay Singh , Syed Sarfaraz Akhtar , Manish Shrivastava

The subjective evaluation of early stage engineering designs, such as conceptual sketches, traditionally relies on human experts. However, expert evaluations are time-consuming, expensive, and sometimes inconsistent. Recent advances in…

Artificial Intelligence · Computer Science 2025-04-02 Kristen M. Edwards , Farnaz Tehranchi , Scarlett R. Miller , Faez Ahmed

Legal Judgment Prediction (LJP) is the task of automatically predicting a law case's judgment results given a text describing its facts, which has excellent prospects in judicial assistance systems and convenient services for the public. In…

Computation and Language · Computer Science 2020-04-24 Nuo Xu , Pinghui Wang , Long Chen , Li Pan , Xiaoyan Wang , Junzhou Zhao

This study is a survey of digital library initiatives in India collecting secondary information from about fifty digital libraries from their respective websites. The findings show that in most cases the actual conception of the digital…

Digital Libraries · Computer Science 2023-03-27 Sankhayan Mukherjee , Swapan Kumar Patra

This paper attempts to create a first comprehensive analysis of the integrated characteristics of contemporary Indian cities, using scaling and geographic analysis over a set of diverse indicators. We use data at the level of Urban…

Physics and Society · Physics 2019-09-11 Anand Sahasranaman , Luís M. A. Bettencourt

Automatic legal judgment prediction and its explanation suffer from the problem of long case documents exceeding tens of thousands of words, in general, and having a non-uniform structure. Predicting judgments from such documents and…

Information Retrieval · Computer Science 2024-07-01 Nishchal Prasad , Mohand Boughanem , Taoufik Dkaki

Legal case retrieval, which aims to retrieve relevant cases to a given query case, benefits judgment justice and attracts increasing attention. Unlike generic retrieval queries, legal case queries are typically long and the definition of…

Information Retrieval · Computer Science 2023-12-07 Youchao Zhou , Heyan Huang , Zhijing Wu

The research field of Legal Natural Language Processing (NLP) has been very active recently, with Legal Judgment Prediction (LJP) becoming one of the most extensively studied tasks. To date, most publicly released LJP datasets originate…

Computation and Language · Computer Science 2022-11-02 Gil Semo , Dor Bernsohn , Ben Hagag , Gila Hayat , Joel Niklaus