Search Results for author:
Found 48 papers, 5 papers with code
Challenges in the development of annotated corpora of computer-mediated communication in Indian Languages: A Case of Hindi
The present paper describes an ongoing effort to compile and annotate a large corpus of computer-mediated communication (CMC) in Hindi.
Developing Politeness Annotated Corpus of Hindi Blogs
In this paper I discuss the creation and annotation of a corpus of Hindi blogs.
Automatic Identification of Closely-related Indian Languages: Resources and Experiments
In this paper, we discuss an attempt to develop an automatic language identification system for 5 closely-related Indo-Aryan languages of India, Awadhi, Bhojpuri, Braj, Hindi and Magahi.
Aggression-annotated Corpus of Hindi-English Code-mixed Data
As the interaction over the web has increased, incidents of aggression and related events like trolling, cyberbullying, flaming, hate speech, etc.
Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign
We present the results and the findings of the Second VarDial Evaluation Campaign on Natural Language Processing (NLP) for Similar Languages, Varieties and Dialects.
Benchmarking Aggression Identification in Social Media
For this task, the participants were provided with a dataset of 15, 000 aggression-annotated Facebook Posts and Comments each in Hindi (in both Roman and Devanagari script) and English for training and validation.
Part-of-Speech Annotation of English-Assamese code-mixed texts: Two Approaches
In this paper, we discuss the development of a part-of-speech tagger for English-Assamese code-mixed texts.
TRAC-1 Shared Task on Aggression Identification: IIT(ISM)@COLING'18
This paper describes the work that our team bhanodaig did at Indian Institute of Technology (ISM) towards TRAC-1 Shared Task on Aggression Identification in Social Media for COLING 2018.
Predicting the Type and Target of Offensive Posts in Social Media
In particular, we model the task hierarchically, identifying the type and the target of offensive messages in social media.
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)
We present the results and the main findings of SemEval-2019 Task 6 on Identifying and Categorizing Offensive Language in Social Media (OffensEval).
A Comprehensive Study of Alzheimer's Disease Classification Using Convolutional Neural Networks
A plethora of deep learning models have been developed for the task of Alzheimer's disease classification from brain MRI scans.
bhanodaig at SemEval-2019 Task 6: Categorizing Offensive Language in social media
This paper describes the work that our team bhanodaig did at Indian Institute of Technology (ISM) towards OffensEval i. e. identifying and categorizing offensive language in social media.
Alzheimer's Disease Brain MRI Classification: Challenges and Insights
In recent years, many papers have reported state-of-the-art performance on Alzheimer's Disease classification with MRI scans from the Alzheimer's Disease Neuroimaging Initiative (ADNI) dataset using convolutional neural networks.
Panlingua-KMI MT System for Similar Language Translation Task at WMT 2019
The present paper enumerates the development of Panlingua-KMI Machine Translation (MT) systems for Hindi ↔ Nepali language pair, designed as part of the Similar Language Translation Task at the WMT 2019 Shared Task.
Tale of tails using rule augmented sequence labeling for event extraction
The problem of event extraction is a relatively difficult task for low resource languages due to the non-availability of sufficient annotated data.
Developing a Multilingual Annotated Corpus of Misogyny and Aggression
In this paper, we discuss the development of a multilingual annotated corpus of misogyny and aggression in Indian English, Hindi, and Indian Bangla as part of a project on studying and automatically identifying misogyny and communalism on social media (the ComMA Project).
Evaluating Aggression Identification in Social Media
The task consisted of two sub-tasks - aggression identification (sub-task A) and gendered identification (sub-task B) - in three languages - Bangla, Hindi and English.
MSTREAM: Fast Anomaly Detection in Multi-Aspect Streams
Given a stream of entries in a multi-aspect data setting i. e., entries having multiple dimensions, how can we detect anomalous activities in an unsupervised manner?
Ranked #1 on
Intrusion Detection
on CIC-DDoS
Unsupervised Learning of Explainable Parse Trees for Improved Generalisation
In this work, we propose an attention mechanism over Tree-LSTMs to learn more meaningful and explainable parse tree structures.
SIGTYP 2021 Shared Task: Robust Spoken Language Identification
While language identification is a fundamental speech and language processing task, for many languages and language families it remains a challenging task.
What a million Indian farmers say?: A crowdsourcing-based method for pest surveillance
Many different technologies are used to detect pests in the crops, such as manual sampling, sensors, and radar.
Diagnosing Data from ICTs to Provide Focused Assistance in Agricultural Adoptions
Our classifier achieves accuracies ranging from 79% to 90% across the five states, demonstrating its potential for assisting future ethnographic investigations.
The ComMA Dataset V0.2: Annotating Aggression and Bias in Multilingual Social Media Discourse
In this paper, we discuss the development of a multilingual dataset annotated with a hierarchical, fine-grained tagset marking different types of aggression and the "context" in which they occur.
Challenges in Developing LRs for Non-Scheduled Languages: A Case of Magahi
Magahi is an Indo-Aryan Language, spoken mainly in the Eastern parts of India.
Towards automatic identification of linguistic politeness in Hindi texts
In this paper I present a classifier for automatic identification of linguistic politeness in Hindi texts.
Creating and Managing a large annotated parallel corpora of Indian languages
This paper presents the challenges in creating and managing large parallel corpora of 12 major Indian languages (which is soon to be extended to 23 languages) as part of a major consortium project funded by the Department of Information Technology (DIT), Govt.
Translating Politeness Across Cultures: Case of Hindi and English
In this paper, we present a corpus based study of politeness across two languages-English and Hindi.
Demo of the Linguistic Field Data Management and Analysis System -- LiFE
The interface allows creation of multiple projects that could be shared with the other users.
Language Resources and Technologies for Non-Scheduled and Endangered Indian Languages
In this paper, we give a summary of the resources and technologies for those Indian languages which are not included in the 8th schedule of the Indian Constitution and/or which are endangered.
Aggression in Hindi and English Speech: Acoustic Correlates and Automatic Identification
The study is based on a corpus of slightly over 10 hours of political discourse and includes debates on news channel and political speeches.
Developing Universal Dependency Treebanks for Magahi and Braj
In this paper, we discuss the development of treebanks for two low-resourced Indian languages - Magahi and Braj based on the Universal Dependencies framework.
UniMorph 4.0: Universal Morphology
The project comprises two major thrusts: a language-independent feature schema for rich morphological annotation and a type-level resource of annotated data in diverse languages realizing that schema.
Annotated Speech Corpus for Low Resource Indian Languages: Awadhi, Bhojpuri, Braj and Magahi
In this paper we discuss an in-progress work on the development of a speech corpus for four low-resource Indo-Aryan languages -- Awadhi, Bhojpuri, Braj and Magahi using the field methods of linguistic data collection.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks
\\ We present \textbf{ProtoNER}: Prototypical Network based end-to-end KVP extraction model that allows addition of new classes to an existing model while requiring minimal number of newly annotated training samples.
HarmPot: An Annotation Framework for Evaluating Offline Harm Potential of Social Media Text
In this paper, we discuss the development of an annotation schema to build datasets for evaluating the offline harm potential of social media texts.
FaceFilterSense: A Filter-Resistant Face Recognition and Facial Attribute Analysis Framework
To mitigate these limitations, we aim to perform a holistic impact analysis of the latest filters and propose an user recognition model with the filtered images.
IIT DHANBAD CODECHAMPS at SemEval-2022 Task 5: MAMI - Multimedia Automatic Misogyny Identification
However, with this much contribution, it also increases systematic inequality and discrimination offline is replicated in online spaces in the form of MEMEs.
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
This year's iteration of the SIGMORPHON Shared Task on morphological reinflection focuses on typological diversity and cross-lingual variation of morphosyntactic features.
ComMA@ICON: Multilingual Gender Biased and Communal Language Identification Task at ICON-2021
If approached as three separate classification tasks, the task includes three sub-tasks: aggression identification (sub-task A), gender bias identification (sub-task B), and communal bias identification (sub-task C).
Developing Universal Dependencies Treebanks for Magahi and Braj
In this paper, we discuss the development of treebanks for two low-resourced Indian languages - Magahi and Braj - based on the Universal Dependencies framework.
Demo of the Linguistic Field Data Management and Analysis System - LiFE
Since its a web-based application, it also allows for seamless collaboration among multiple persons and sharing the data, models, etc with each other.
Anlirika: An LSTM–CNN Flow Twister for Spoken Language Identification
The paper presents Anlirika’s submission to SIGTYP 2021 Shared Task on Robust Spoken Language Identification.
Towards a Unified Tool for the Management of Data and Technologies in Field Linguistics and Computational Linguistics - LiFE
The tool provides a one-click interface to train NLP models for various tasks using the data stored in the system and then use it for assistance in further storage of the data (especially for the field linguists).
Multilingual Protest News Detection - Shared Task 1, CASE 2021
Task 1, which is the focus of this report, is on multilingual protest news detection and comprises four subtasks that are document classification (subtask 1), sentence classification (subtask 2), event sentence coreference identification (subtask 3), and event extraction (subtask 4).
NUIG-Panlingua-KMI Hindi-Marathi MT Systems for Similar Language Translation Task @ WMT 2020
NUIG-Panlingua-KMI submission to WMT 2020 seeks to push the state-of-the-art in Similar Language Translation Task for Hindi↔Marathi language pair.
IIT Dhanbad @LT-EDI-ACL2022- Hope Speech Detection for Equality, Diversity, and Inclusion
Hope is considered significant for the wellbeing, recuperation and restoration of humanlife by health professionals.
KMI-Panlingua-IITKGP @SIGTYP2020: Exploring rules and hybrid systems for automatic prediction of typological features
This paper enumerates SigTyP 2020 Shared Task on the prediction of typological features as performed by the KMI-Panlingua-IITKGP team.
