talks
2025
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LLMs Can Compensate for Deficiencies in Visual Representations
MBZUAI NLP Reading Group
2024
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LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
MBZUAI NLP Reading Group
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An Empirical Study of In-context Learning in LLMs for Machine Translation
SNLP Reading Group @ Microsoft Research India
2023
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Developing SOTA MNMT Systems for Related Languages
AACL-IJCNLP 2023
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QLoRA: Efficient Finetuning of Quantized LLMs
ML Collective NLP Reading Group
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Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
ML Collective NLP Reading Group
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Sparks of Artificial General Intelligence: Early experiments with GPT-4
ML Collective NLP Reading Group
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Mixture of Soft Prompts for Controllable Data Generation
ML Collective NLP Reading Group
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Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models
Cohere For AI NLP Reading Group
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Attention with Linear Biases Enables Input Length Extrapolation
ML Collective NLP Reading Group
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Training a Language Model on a Single GPU in One Day
ML Collective NLP Reading Group
2022
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Scaling Instruction-Finetuned Language Models (Flan-PaLM)
ML Collective NLP Reading Group
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Knowledge Neurons in Pretrained Transformers Review
ML Collective NLP Reading Group
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Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search
PXie Lab
2021
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Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Review
ML Collective NLP Reading Group · Unicode Research
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Research Seminar for Undergraduates
Unicode Research
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Deep Probabilistic Programming Review
Unicode Research
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Auto-encoding Variational Bayes Review
Unicode Research