Welcome to the Huggingface Reading Group! The goal of this group is to have a weekly presentation on research papers/groups of papers. The goal of this repository is to compile all the past presentation write-ups and recordings.
This group was started by Huggingface community member James Kelly on 09/26/2023. In the beginning, we "presented" via a summary of papers in discord threads but we started 1/12/2024 to do presentations in discord calls thanks to Phil Butler. The presentations, in general, are targetted for the general audience on the subject of Generative Models but no research papers are off limits.
Presenter: James Kelly
Paper: Ambiguity-Aware In-Context Learning with Large Language Models
Presenter: James Kelly
Paper: Controlling Neural Networks with Rule Representations (NeurIPs, 2021)
Presenter: Isamu Isozaki
Paper: InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
Presenter: Isamu Isozaki
Papers: Text Embeddings Reveal (Almost) As Much As Text+NEFTune: Noisy Embeddings Improve Instruction Finetuning
Presenter: Vsevolod I. Avrutskiy
Paper: Training Image Derivatives: Increased Accuracy and Universal Robustness
Presenter: Isamu Isozaki
Paper: Zephyr: Direct Distillation of LM Alignment
6: Literature Review on RAG(Retrieval Augmented Generation) for Custom Domains(Presented on 11/29/2023)
Presenter: Isamu Isozaki
Papers: Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks + Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering + RA-DIT: Retrieval-Augmented Dual Instruction Tuning
7: Understanding MagVIT2: Language Model Beats Diffusion: Tokenizer is key to visual generation(Presented on 12/13/2023)
Presenter: Isamu Isozaki
Paper: Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation
8: Understanding Common Diffusion Noise Schedules and Sample Steps are Flawed(Presented on 12/21/2023)
Presenter: Isamu Isozaki
Paper: Common Diffusion Noise Schedules and Sample Steps are Flawed
9: The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey(Presented on 1/5/2024)
Presenter: Dhruv Dhamani
Paper: The Tyranny of Possibilities in the Design of Task-Oriented LLM Systems: A Scoping Survey
10: Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation(Presented on 1/12/2024)
Presenter: Phil Butler
Paper: Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation
Unfortunately, no recordings but a coauthors came.
Presenter: Isamu Isozaki
Papers: On the acceptability of arguments and its fundamental role in non-monotonic reasoning, logic programming, and n-person games+An Answer Set Programming Approach to Argumentative Reasoning in the ASPIC+ Framework+HYPO’s legacy: introduction to the virtual special issue+Induction of Defeasible Logic Theories in the Legal Domain+Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset+Large Language Models in Law: A Survey+The Smart Court - A New Pathway to Justice in China?