Amazon Science's repositories
earth-forecasting-transformer
Official implementation of Earthformer
glass-text-spotting
Official implementation for "GLASS: Global to Local Attention for Scene-Text Spotting" (ECCV'22)
semimtr-text-recognition
Multimodal Semi-Supervised Learning for Text Recognition (SemiMTR)
masked-diffusion-lm
Official implementation for the paper "A Cheaper and Better Diffusion Language Model with Soft-Masked Noise"
fact-graph
Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"
robust-tableqa
Two approaches for robust TableQA: 1) ITR is a general-purpose retrieval-based approach for handling long tables in TableQA transformer models. 2) LI-RAGE is a robust framework for open-domain TableQA which addresses several limitations. (ACL 2023)
llm-interpret
Code for the ACL 2023 paper: "Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale"
contextual-attention-nlm
Accompanying code for paper "Attention-Based Contextual Language Model Adaptation for Speech Recognition", submitted to ACL 2021.
abstractive-factual-tradeoff
Code and data for the Dreyer et al (2023) paper on abstractiveness and factuality in abstractive summarization
expunations
This repository provides the dataset used in "ExPUNations: Augmenting puns with keywords and explanations" by Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Tagyoung Chung, Jing Huang, Yang Liu, and Nanyun Peng.
context-situated-pun-generation
This repository provides the dataset used in "Context-situated pun generation" by Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Shuyang Gao, Tagyoung Chung, Jing Huang, Yang Liu, and Nanyun Peng.
sc2qa-dril
Code for Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning, EMNLP 2021