1 citations · 1 across the 5 of their papers we have counts for
7 papers
IDIOLEX: Unified and Continuous Representations for Idiolectal and Stylistic Variation
Anjali Kantharuban, Aarohi Srivastava, Fahim Faisal +5
Existing sentence representations primarily encode what a sentence says, rather than how it is expressed, even though the latter is important for many applications. In contrast, we…
Aligning Multilingual Reasoning with Verifiable Semantics from a High-Resource Expert Model
Fahim Faisal, Kaiqiang Song, Song Wang +4
While reinforcement learning has advanced the reasoning abilities of Large Language Models (LLMs), these gains are largely confined to English, creating a significant performance d…
Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties
Fahim Faisal, Md Mushfiqur Rahman, Antonios Anastasopoulos
There has been little systematic study on how dialectal differences affect toxicity detection by modern LLMs. Furthermore, although using LLMs as evaluators ("LLM-as-a-judge") is a…
SD-QA: Spoken Dialectal Question Answering for the Real World
Fahim Faisal, Sharlina Keshava, Md Mahfuz ibn Alam +1
Question answering (QA) systems are now available through numerous commercial applications for a wide variety of domains, serving millions of users that interact with them via spee…
Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering
Fahim Faisal, Antonios Anastasopoulos
Human knowledge is collectively encoded in the roughly 6500 languages spoken around the world, but it is not distributed equally across languages. Hence, for information-seeking qu…
Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors
Junayed Mahmud, Fahim Faisal, Raihan Islam Arnob +2
Automated source code summarization is a popular software engineering research topic wherein machine translation models are employed to "translate" code snippets into relevant natu…