Here you can find the slides & recordings of my invited talks. I usually upload my talks to my YouTube channel. You want me to present at your event? Feel free to reach out to me.

2022

• September: Incorporating New Knowledge Into LMs
  OpenNLP [Video] [Slides]
  
• September: Next Generation of  Semantic Search
  cohere for AI & Munich NLP [Video] [Slides]
  
• August: Improving Search with Semantic Search
  AICamp [Video] [Slides]
• August: Improving Search with Semantic Search
  Analytics Vidhya [Video] [Slides]
• July: Domain Adaptation for Dense Retrieval Models
  ICML 2022 Invited Talk [Video] [Slides]
• July: Neural Representation Learning
  ESSIR 2022 [Video] [Slides]
• June: Cross-Lingual Semantic Search
  European Language Resource Coordination [Video] [Slides]
• May: Advances in Neural Search
  GResearch
• May: Advances in Neural Search
  KUIS [Slides]
• March: Using GPL for Semantic Search
  Pinecone [Video]
• March: Chasing the wrong benchmarks in Machine Learning
  AI Academy  [Video] [Slides]
• March: Unsupervised Domain Adaptation for Neural Search
  Haystack LIVE [Video] [Slides]
• March: Unsupervised Domain Adaptation for Neural Search
  NAVER LABS Europe [Video] [Slides]
• February: Domain Adaptation for Dense Information Retrieval without Labeled Data
  Language Technology Lab @ University of Cambridge [Video] [Slides]

2021

• November: Search Like You Mean it
  Pinecone [Video] [Slides]
• October: Neural Search for Low Resource Scenarios
  Royal Holloway University of London & Cardamon [Video] [Slides]
• September: Training State-of-the-Art Text Embedding & Neural Search Models
  MilaNLP. [Video] [Slides]
• September: Introduction: Recent Developments in Neural Search
  Toronto Machine Learning Summit on NLP, [Video] [Slides]
• September: Extending Neural Retrieval Models to New Domains and Languages
  Transformers at work. [Video] [Slides]
• July: Sentence Embedding Learning  with TPU + PyTorch
  HuggingFace JAX Community Event. [Video] [Slides]
• June: Training of State-of-the-Art Sentence Embedding Models
  HuggingFace JAX Community Event. [Video] [Slides]
  
• June: Introduction Dense Text Representations
  Invited Lecture, TU Darmstadt, Deep Learning for Natural Language Processing.  [Video Part 1] [Part 2] [Part 3] [Slides]
• June: The Curse of Dense Low Dimensional Information Retrieval for Large Index Sizes
  ACL 2021, [Video] [Slides]