AboutMe:)

I’m Pushpdeep Singh (पुष्पदीप सिंह ; IPA: /puʂpəd̪iːp ˈsɪŋ/) (he/him). I am an incoming PhD student at Max Planck Institute for Software Systems (MPI-SWS). I worked as a Predoctoral Researcher @ TCS Research working on Trustworthy and Cross-Cultural NLP.

I graduated (B.Tech CSE) from the National Institute of Technology, Hamirpur, India in 2023.

I was also a Contributor at Google Summer of Code, 2023 @ Machine Learning for Science(ML4SCI) working on the FASEROH Research Project.

I was a research intern at INK Lab, USC under Dr Xiang Ren working on "Explanation Regularisation of Language Models".

I worked as a research intern at MEC Lab, TU Darmstadt, Germany under Dr. Anirban Mukhopadhyay on "Out of Distribution Detection in Pathology images".

Current Research Interests : Natural Language Processing : Bias, Fairness, Cross-Cultural NLP, Reliability of LLMs : Uncertainty Estimation and Calibration, LLM Finetuning and Alignment, Information Retrieval

Email : pushpdeep30@gmail.com

Research Publications

Translating Across Cultures: LLMs for Intralingual Cultural Adaptation

Pushpdeep Singh, Mayur Patidar and Lovekesh Vig

(CoNLL 2024)

Gender Inflected or Bias Inflicted: On Using Grammatical Gender Cues for Bias Evaluation in Machine Translation

Pushpdeep Singh

(AACL-IJCNLP SRW 2023) (Best Paper Award)

Don't Overlook the Grammatical Gender: Bias Evaluation for Hindi-English Machine Translation

Pushpdeep Singh

(WiNLP Workshop co-located with EMNLP 2023)

Extended abstract or short version of the paper "Gender Inflected or Bias Inflicted: On Using Grammatical Gender Cues for Bias Evaluation in Machine Translation".

"The world is lost for want of sweetness and kindness. Do not forget we need each other." - Mother Teresa ❤︎

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