Ethan Kim

ITERATED DECOMPOSITION: IMPROVING SCIENCE Q&A

8 minute read

Type: Paper

Decoder Inference Optimization

5 minute read

Introduction

1 Year of a Challenging Big-Bench Task

16 minute read

In 2021 I contributed to the Big-Bench suite of NLP tasks, aiming to probe the abilities of large language models. Inspired by sports, I developed a task aim...

Scattered or Connected? An Optimized Parameter-efficient

1 minute read

Type: Paper

Multi-View Document Representation Learning for Open-Domain

1 minute read

Type: Paper

Contrastive Training Improves Zero-Shot Classification of

less than 1 minute read

Introduction

On Transferability of Prompt Tuning for Natural Language Processing

1 minute read

Introduction

Combining Compressions for Multiplicative Size Scaling on Natural

1 minute read

Type: Paper

Relation Extraction as Open-book Examination:

1 minute read

Introduction

CHAPTERBREAK: A Challenge Dataset for Long Range Language Models

2 minute read

Type: Paper

Document-level Relation Extraction as Semantic Segmentation

1 minute read

Introduction

The Role of Complex NLP in Transformers for Text Ranking

less than 1 minute read

Introduction

Ontology-enhanced Prompt-tuning for Few-shot Learning

1 minute read

Introduction

Trial2Vec

1 minute read

Trial2Vec

DocFormer: End-to-End Transformer for Document Understanding

2 minute read

Introduction

LayoutLM: Pre-training of Text and Layout for Document Image Understanding

1 minute read

Introduction

TeKo: Text-Rich Graph Neural Networks

1 minute read

Introduction

Prompt for Extraction? PAIE: Prompting Argument Interaction for

1 minute read

Introduction

Domain-matched Pre-training Tasks for Dense Retrieval

1 minute read

Introduction

STRUCTURE AND SEMANTICS PRESERVING DOCUMENT Representations

1 minute read

Introduction

Ethan Kim

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