Seminar: Working with research literature
The goal of this seminar is to give you necessary background information and some practical experience in identifying, assessing and using NLP research literature.
During the seminar, we work with these example articles:
PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents (Lo et al., EMNLP 2023)
Personalized Dense Retrieval on Global Index for Voice-enabled Conversational Systems (Belyi et al., EMNLP 2023)
Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs Through a Global Prompt Hacking Competition (Schulhoff et al., EMNLP 2023)
Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning (Wang et al., EMNLP 2023)
Faster Minimum Bayes Risk Decoding with Confidence-based Pruning (Cheng & Vlachos, EMNLP 2023)