Fahim Faisal
16 papers · 2021–2025 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (33) 🤝 Dynamic Duo (16)
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multilingual nlp
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cross-lingual transfer
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multilingual language model
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question answering
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machine translation
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low-resource language
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language variety
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prompt engineering
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natural language generation
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text classification
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entity linking
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language identification
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speech recognition
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sentiment analysis
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Papers
Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties
EMNLP 2025
Testing the Boundaries of LLMs: Dialectal and Language-Variety Tasks
COLING 2025
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models
EMNLP 2024
Data-Augmentation-Based Dialectal Adaptation for LLMs
NAACL 2024
DIALECTBENCH: An NLP Benchmark for Dialects, Varieties, and Closely-Related Languages
ACL 2024
Geographic and Geopolitical Biases of Language Models
EMNLP 2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing
EMNLP 2023
GMNLP at SemEval-2023 Task 12: Sentiment Analysis with Phylogeny-Based Adapters
SemEval 2023
To token or not to token: A Comparative Study of Text Representations for Cross-Lingual Transfer
EMNLP 2023
Dataset Geography: Mapping Language Data to Language Users
ACL 2022
Findings of the VarDial Evaluation Campaign 2022
COLING 2022
Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages
EMNLP 2022
Phylogeny-Inspired Adaptation of Multilingual Models to New Languages
AACL 2022
Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors
ACL 2021
Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering
EMNLP 2021
SD-QA: Spoken Dialectal Question Answering for the Real World
EMNLP 2021