Sasha Rush

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upvoted a collection about 2 months ago

LLM Reasoning Papers

Collection

Papers to improve reasoning capabilities of LLMs • 15 items • Updated 28 days ago • 76

authored 19 papers 2 months ago

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

Paper • 1502.05698 • Published Feb 19, 2015

A Neural Attention Model for Abstractive Sentence Summarization

Paper • 1509.00685 • Published Sep 2, 2015

Sequence-Level Knowledge Distillation

Paper • 1606.07947 • Published Jun 25, 2016 • 2

Image-to-Markup Generation with Coarse-to-Fine Attention

Paper • 1609.04938 • Published Sep 16, 2016 • 1

OpenNMT: Neural Machine Translation Toolkit

Paper • 1805.11462 • Published May 28, 2018 • 1

Latent Alignment and Variational Attention

Paper • 1807.03756 • Published Jul 10, 2018 • 1

Bottom-Up Abstractive Summarization

Paper • 1808.10792 • Published Aug 31, 2018 • 1

Guess & Sketch: Language Model Guided Transpilation

Paper • 2309.14396 • Published Sep 25, 2023

GLTR: Statistical Detection and Visualization of Generated Text

Paper • 1906.04043 • Published Jun 10, 2019

Neural Linguistic Steganography

Paper • 1909.01496 • Published Sep 3, 2019 • 1

Text Embeddings Reveal (Almost) As Much As Text

Paper • 2310.06816 • Published Oct 10, 2023 • 1

Tree Prompting: Efficient Task Adaptation without Fine-Tuning

Paper • 2310.14034 • Published Oct 21, 2023 • 2

Movement Pruning: Adaptive Sparsity by Fine-Tuning

Paper • 2005.07683 • Published May 15, 2020

Cascaded Text Generation with Markov Transformers

Paper • 2006.01112 • Published Jun 1, 2020 • 1

Learning from others' mistakes: Avoiding dataset biases without modeling them

Paper • 2012.01300 • Published Dec 2, 2020

Language Model Inversion

Paper • 2311.13647 • Published Nov 22, 2023 • 2

Parameter-Efficient Transfer Learning with Diff Pruning

Paper • 2012.07463 • Published Dec 14, 2020

Diffusion Models Without Attention

Paper • 2311.18257 • Published Nov 30, 2023 • 2

Rationales for Sequential Predictions

Paper • 2109.06387 • Published Sep 14, 2021 • 1