Kalika Bali
32 papers · 2008–2025 · 9 venues · across top CS/AI venues
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Research topics
Natural Language Processing
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Machine Learning
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Artificial Intelligence
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Applications
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Deep Learning
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Keywords
low-resource language
(11)
large language model
(10)
multilingual nlp
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machine translation
(4)
neural machine translation
(3)
code-mixed language
(3)
text generation
(3)
multilingual evaluation
(3)
sentiment analysis
(2)
few-shot learning
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clinical nlp
(2)
multilingual language model
(2)
social media analysis
(2)
natural language processing
(2)
multilingual model
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knowledge distillation
(1)
dataset creation
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model quantization
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model calibration
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prompt engineering
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Papers
An Interdisciplinary Approach to Human-Centered Machine Translation
EMNLP 2025
Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios
ACL 2025
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs
COLING 2025
ELR-1000: A Community-Generated Dataset for Endangered Indic Indigenous Languages
IJCNLP 2025
Towards Inducing Long-Context Abilities in Multilingual Neural Machine Translation Models
NAACL 2025
Are Large Language Model-based Evaluators the Solution to Scaling Up Multilingual Evaluation?
EACL 2024
Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting
EMNLP 2024
DOSA: A Dataset of Social Artifacts from Different Indian Geographical Subcultures
COLING 2024
INMT-Lite: Accelerating Low-Resource Language Data Collection via Offline Interactive Neural Machine Translation
COLING 2024
MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks
NAACL 2024
METAL: Towards Multilingual Meta-Evaluation
NAACL 2024
MunTTS: A Text-to-Speech System for Mundari
EACL 2024
Everything you need to know about Multilingual LLMs: Towards fair, performant and reliable models for languages of the world
ACL 2023
“Fifty Shades of Bias”: Normative Ratings of Gender Bias in GPT Generated English Text
EMNLP 2023
MEGA: Multilingual Evaluation of Generative AI
EMNLP 2023
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents
ACL 2023
“#DisabledOnIndianTwitter” : A Dataset towards Understanding the Expression of People with Disabilities on Indian Twitter
AACL 2022
Global Readiness of Language Technology for Healthcare: What Would It Take to Combat the Next Pandemic?
COLING 2022
LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems
AAAI 2022
Too Brittle to Touch: Comparing the Stability of Quantization and Distillation towards Developing Low-Resource MT Models
EMNLP 2022
A Linguistic Annotation Framework to Study Interactions in Multilingual Healthcare Conversational Forums
EMNLP 2021
MUCS 2021: Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages
Interspeech 2021
The State and Fate of Linguistic Diversity and Inclusion in the NLP World
ACL 2020
INMT: Interactive Neural Machine Translation Prediction
EMNLP 2019
Accommodation of Conversational Code-Choice
ACL 2018
Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data
ACL 2018
Phone Merging For Code-Switched Speech Recognition
ACL 2018
Estimating Code-Switching on Twitter with a Novel Generalized Word-Level Language Detection Technique
ACL 2017
Understanding Language Preference for Expression of Opinion and Sentiment: What do Hindi-English Speakers do on Twitter?
EMNLP 2016
POS Tagging of English-Hindi Code-Mixed Social Media Content
EMNLP 2014
Crowd Prefers the Middle Path: A New IAA Metric for Crowdsourcing Reveals Turker Biases in Query Segmentation
ACL 2013
Designing a Common POS-Tagset Framework for Indian Languages
IJCNLP 2008