Acronyms are ordered alphabetically and by the number of their expansions extracted from various papers.
Click on an acronym to list the papers mentioning it. It is possible that the source paper might not be included in some cases due to imperfect extraction.
ADAQSUM

Adapter-based Query-focused Abstractive Summarization

ADASUM

Adapter-based Abstractive Summarization

ADG

Approximate Discourse Graph

AES

Attentive Encoder-based Summarization

AIG

Automatic Impression Generation

AL

Active Learning

AMA-SUM

Amazon Multidocument Opinion Summarization

AMI

Augmented Multi-party Interaction

AMR

Abstract Meaning Representation

ANOVA

Analysis of Variance

ASAS

Answer Selection and Abstractive Summarization

ASBLSTM

Across Sentence Boundary LSTM

ASGARD

Abstractive Summarization with Graph-Augmentation and semantic-driven RewarD

ASN

Attribute-aware Sequence Network

ASPMEM

Aspect-aware memory

ASR

Automatic Speech Recognition

AVS

After-visit summary note, EHR

BART

Bidirectional and Auto-Regressive Transformer

BERT

Bidirectional Encoder Representations from Transformers

BERTS2S

BERT Sequence-to-Sequence

BERTSUM

BERT-based Summary

BERTSCORE

BERT-based Score

BERTSUM

Bidirectional Encoder Representations from Transformers for Summarization

BIMEANVAE

Bidirectional Inference for Multi-Document Opinion Summarization with Variational Autoencoders

BLANC

Bacronymic Language model Approach for summary quality estimatioN

BLEU

Bilingual Evaluation Understudy

BOWS

Bag-of-Words

BANDITSUM

Bandit Learning based Neural Summarization

BERTSUMEXT

BERT-based extractive summarization model

BERTSUMEXTABS

BERT-based Extractive-Abstractive summarization model

BIGRU

Bidirectional Gated Recurrent Unit

BILSTM

Bidirectional Long Short-Term Memory

BISET

Bi-directional Selective Encoding with Template.

CASAS

Cross-domain Aspect/Sentiment-aware Abstractive review Summarization

CAST

Category-based Alignment and Sparse Transformer

CAVES

Concerns About Vaccines with Explanations and Summaries.

CGSUM

Citation-Graph based Summarization

CHQ

Consumer Health Questions

CI

Confidence Interval

CL

Contrastive Learning

CL-SCISUMM

Computational Linguistics Scientific Document Summarization

CLM

Conditional Language Model

CMS

Coherence Measures

CNN

Convolutional Neural Network

CNNLM

Convolutional Neural Network Language Model

COCOSUM

Comparative Opinion Summarization framework

COLO

Contrastive Learning based re-ranking framework for one-stage summarization

COMES2

Cross-lingual Optimized Metric for Evaluation of Summarization

COMET

Cross-lingual Optimized Metric for Evaluation of Translation

COOP

Convex Combination Optimization for Opinion Summarization

COPYCAT

Copy and Generate Abstractive Summarization

CPDIVERSITY

Cross Product Diversity of summaries

CQA

Community Question Answering

CQASUMM

Community Question Answering Summarization

CR

Compression-Reconstruction

CO-DECODING

Collaborative Decoding algorithm

COCO

Counterfactual Consistency

COCONET

Correlational Copying Network

COVE

Contextualized Vector

CONVOSUMM

Conversation Summarization

COPYTRANSFORMER

Copy-augmented Transformer

DAE

Dependency Arc Entailment

DAPT

Domain-Adaptive Pre-Training

DENOISESUM

Denoising-based Abstractive Summarization

DEP

Dependency Labeling

DEP ENTAIL

Dependency-based Entailment

DISCOBERT

Discourse-Aware BERT for Text Summarization

DMA

Dynamic Key-Value Memory-Augmented Attention

DPP

Determinantal Point Processes

DQN

Deep Q-Network

DRGD

Deep Recurrent Generative Decoder

DRM

Document-Related Modulation

DSR

Distributed Semantic Reward

DIVCNN SEQ2SEQ

Diverse Convolutional Seq2Seq Model

E2E

End-to-End

EA

Extract-Abstract

EALM

Edit-based Automatic Language Model

ECC

Entity Control Code

EDS

Extractive Document Summarization

EDU

Elementary Discourse Unit

EHR

Electronic Health Record

EL2

English as a second language

ELMO

Embeddings from Language Models

ELS

Entity Linking System

EM

Expectation Maximization

ENTSUM

Entity SUMmarization

ERNIE

Enhanced Representation through kNowledge IntEgration

ERPGN

Entity-Relation Pointer Generator Network

ES

Extractive Summarization

ESCA

Explainable Selection module to Control the generation of Abstractive summaries

ESOL

English as a Second or Other Language

ESTIME

Estimator of Summary-to-Text Inconsistency by Mismatched Embeddings

ETADS

Extended Transformer model for Abstractive Document Summarization

EDITNET

Editorial Network

ENTAIL

reward for logical entailment

FAMS

Facet-Aware Mappings

FASUM

Fact-Aware Summarization model

FASUM

Fact-Aware Summarization

FC

Factual Corrector

FLS

Fixed Length Text Summarization

FQD

Frechét Question Distance

FRANK

Focused and Relevant Annotation of Keyphrases

FROST

Freeze entity-level information in abstractive summarization with planning

FACTCC

Fact Checking with Confidence Estimation

FASTABSRL

Fast Abstractive RL

GAN

Generative Adversarial Network

GCN

Graph Convolutional Network

GCTM

Graph Contrastive Topic Model

GISG

Guidance Induction and Summary Generation

GLUE

General Language Understanding Evaluation

GMM

Gaussian Mixture Model

GNN

Graph Neural Network

GO FIGURE

Grounding Output with Factuality Inference and Evaluation Resources

GPT

Generative Pretrained Transformer

GPT-2

Generative Pretrained Transformer 2

GPT-3

Generative Pretrained Transformer 3

GPT2

Generative Pre-trained Transformer 2

GPT3

Generative Pre-trained Transformer 3

GRU

Gated Recurrent Unit

GLOVE

Global Vectors for Word Representation

HAN

Hierarchical Attention Networks

HARVEST

Health Level 7 (HL7) Annotation and Retrieval Toolkit for Extraction, Summarization, and Translation

HATS

Hybrid learning model for Abstractive Text Summarization

HEPOS

Head-wise positional strides

HER

Human-bEing-Reading inspired extractive summarization

HERMAN1

Hallucinated Entity Recognition and Modification for Abstractive News Summarization

HHG

Hierarchical Heterogeneous Graph

HIBERT

Hierarchical BERT

HIBRIDS

Hierarchical Biases foR Incorporating Document Structure

HITL

Human-in-the-loop

HL7

Health Level 7

HMAM

Hierarchical Multi-Scale Abstraction Modeling

HOLMS

Hybrid Evaluation Measure for Summarization

HSCM

Hierarchical and Sequential Context Modeling

HSG

Heterogeneous Graph-based Neural Network

HTE

Hierarchical Transformer Encoder

HARIM

Hallucination Risk Measurement

HETERGNN

Heterogeneous Graph Neural Network

HISTRUCT

Hierarchical structure information

HOTPOTQA

Hotpot Question Answering

IB

Information Bottleneck

ICG

Image Caption Generation

IE

Information Extraction

ILP

Integer Linear Programming

IMPRESSION

Summary of critical findings

IQE

Implicit Quote Extractor

IR

Information Retrieval

IT

Information Theory

ITS

Iterative Text Summarization

IU

Idea Unit

JS-2

Jaccard Similarity-2

JENSEN-SHANNON

Jensen-Shannon Divergence

KB

Knowledge Base

L2R

Learning-to-Rank

LAAM

Length-Aware Attention Mechanism

LBD

Length-Balanced Dataset

LCS

Longest Common Subsequence

LIKERT

Likert scale

LM

Language Model

LPAS

Length-based Prototype Attention Summarization

LS SCORE

Learned Scorer Score

LSTM

Long Short-Term Memory

LEAD-3

Top-3 sentences as Summary

LKO

Leave k out

LONGFORMER

Transformer-based model for long documents

MARS

Multi-factor attention fusion network for aspect/sentiment-aware Abstractive Review Summarization

MATCHSUM

Summary-level framework for extractive summarization

MATINF

Medical Information Extraction

MDG

Masked Document Generation

MDL

Minimum Description Length

MDP

Markov Decision Process

MDS

Multi-document Summarization

MEANSUM

Mean Summarization

MEQSUM

Medical Question Summarization

METEOR

Metric for Evaluation of Translation with Explicit ORdering

MFMA

Masked-and-Fill with Masked Article

MIP

Mixed Integer Programming

MLM

Masked Language Model

MLP

Multi-Layer Perceptron

MLSUM

MultiLingual SUMmarization

MMD-DIFF

Maximum Mean Discrepancy with emphasis on classification accuracy

MMD-DIV

Maximum Mean Discrepancy with emphasis on summary diversity

MMN

Multi-Level Memory Networks

MMR

Maximum-Marginal Relevance

MRT

Minimum Risk Training

MS COCO

Microsoft Common Objects in Context

MSG

Multi-hop Selective Generator

MT

Machine Translation

MARIANMT

Marian Neural Machine Translation

MOVERSCORE

Mover Distance Score

NEL

Named Entity Labeling

NER

Named Entity Recognition

NEUSUM

Neural Extractive document Summarization

NHG

Neural headline generation

NLG

Natural Language Generation

NLI

Natural Language Inference

NLL

Negative Log-Likelihood

NLP

Natural Language Processing

NLU

Natural Language Understanding

NNLM

Neural Network Language Model

NP-HARD

Non-deterministic Polynomial-time hard

NSG

Next Sentence Generation

NTM

Neural Topic Model

NEROBERTA

Nested Tree-based Extractive Summarization Model on RoBERTa

OLAP

Online Analytical Processing

OOV

Out-of-Vocabulary

OP

Opinion mining

OT

Optimal Transport

OPENIE

Open Information Extraction

OPTIMUS

Opinion Summarization with Hierarchical Transformers

OPUS-MT

Open Parallel Corpus-Machine Translation

PAS

Predicate-argument structure

PASS

Pre-training via Adversarial Semantic Similarity

PBE

Programming-by-example

PCLS

Pseudo-cross-lingual Summarization

PEGASUS

Pre-training with Extracted Gap-sentences for Abstractive SUmmarization

PFA

Poisson Factorization

PGNET

Pointer-Generator Network

PLATE

Pseudo-labeling with Larger Attention TEmperature

PLM

Pretrained Language Model

PMI

Pointwise Mutual Information

POS

Part-of-speech tagging

PPO

Proximal Policy Optimization

PPR

Personalized PageRank

PRQD

Precision Recall Question Distance

PEGASUS

Pre-training with Extracted Gap-sentences for Abstractive Summarization

POC

Points of Correspondence

PROPHETNET

Propagation-Fused Transformer Network

QA

Question Answering

QAEVAL

Question-Answering based Evaluation

QAGS

Question-Answering for Generating Summaries

QBS

Query-biased Summarization

QE

Quality Estimation

QFR

Question-focus Recognition Reward

QFS

Query-Focused Summarization

QG

Question Generation

QS

Question-Summary

QSV

Question Semantic Volume

QT

Quantized Transformer

QTR

Question-type Identification Reward

RC

Reading Comprehension

RHTD

Reinforced Hard Typed Decoder

RL

Reinforcement Learning

RM

Reward Model

RMR

Relation Matching Rate

RNES

Reinforcement Learning based Neural Extractive Summarization

RNN

Recurrent Neural Networks

ROUGE

Recall-Oriented Understudy for Gisting Evaluation

ROUGE F1

Recall-Oriented Understudy for Gisting Evaluation F1

ROUGE-1

Recall-Oriented Understudy for Gisting Evaluation - Unigram

ROUGE-G

Graph-based ROUGE

ROUGE-L

Recall-Oriented Understudy for Gisting Evaluation - Longest Common Subsequence

ROUGE-N

Recall-Oriented Understudy for Gisting Evaluation-N Gram Overlap

ROUGESAL

saliency-based ROUGE reward

RST

Rhetorical Structure Theory

RTT

Round-Trip Translation

RU

Reading-for-Understanding

RECADAM

Recursive Adam Optimization Algorithm

ROBERTA

A Robustly Optimized BERT Pretraining Approach

SA

Self-Attention

SAT

Speed Accuracy Tradeoff

SCC

Sentence Classification with Context

SCIBERT

A BERT-based model pretrained on scientific articles

SCU

Summary Content Unit

SDC

Semantic Distribution Correlation

SDPT

Source Domain Pre-Training

SDS

Single-document Summarization

SEHY

Simple Yet Effective Hybrid Model

SELSUM

Select and Summarize

SENECA

System for ENtity-drivEn Coherent Abstractive summarization

SEQ2SEQ

Sequence-to-Sequence model

SIA

Semantic-Informed Attention

SOS

Semantic Overlap Summarization

SPICE

Semantic Propositional Image Caption Evaluation

SPR

Set-Pairwise-ROUGE

SQUAD

Stanford Question Answering Dataset

SR

Sentence Reordering

SRL

Semantic Role Labeling

SSC

Sequential Sentence Classification

STU

Semantic Triplet Unit

SU

Semantic Unit

SUBSUME

SUBjective SUMmary Extraction dataset

SUDOCU

Summarization by example interface

SUM-QE

Summary Quality Estimation

SUMO

Structured Attention for Extractive Summarization

SUPERT

Summarization Evaluation with Pseudo References and BERT

SVM

Support Vector Machine

SVR

Support Vector Regression

SWAG

Situations With Adversarial Generations

SEM-NCG

Semantic-aware normalized cumulative gain

SEMAE

Semantic Autoencoder

SEQ2SEQ

Sequence-to-Sequence

SEQ2SEQ

Sequence-to-sequence

SIAMESE-BERT

Siamese network structure with BERT embeddings

SUENES

Summary evaluation by Negative sampling

SUMMEVAL

Summarization Evaluation

T5

Text-to-Text Transfer Transformer

TA

Topic Assistant

TAPT

Task-Adaptive Pre-Training

TD-QFS

Task-based Dataset for Query-Focused Summarization

TEMA

Topic Embedding with Masked Attention

TF*IDF

Term Frequency-Inverse Document Frequency

TF-IDF

Term Frequency-Inverse Document Frequency

TL;DR

Too Long; Didn't Read

TLDR

Too Long; Didn't Read

TLM

Transformer Language Models

TPR

Tensor Product Representation

TRNS

Transformer Reasoning Network for personalized review Summarization

TS

Text Summarization

UNILM

Unified Language Model

USN

User-aware Sequence Network

UNILM

Unified Language Model Pre-training for Natural Language Understanding and Generation

VAE

Variational Autoencoder

VED

Variational Encoder Decoder

VHTM

Variational Hierarchical Topic-Aware Mechanism

VQ-VAE

Vector-Quantized Variational Autoencoders

VARBART

Variational Bayesian BART

VARPEGASUS

Variational Bayesian PEGASUS

XENT

Crossentropy Loss

BIASBLSTM

Bidirectional Across Sentence Boundary LSTM

EOS

End of Sequence

NCG

Normalized cumulative gain

S2S

sequence-to-sequence

SEQ-TO-SEQ

sequence-to-sequence

SEQ2SEQ

Sequence-to-sequence

WSLDA

weakly supervised Latent Dirichlet Allocation

APES
  • Automatic Pyramid Evaluation System
  • Answering Performance for Evaluation of Summaries, a new evaluation metric for summarization systems
BERTSCORE
  • BERT-based Score for Language Generation
  • BERT-based Similarity Score
CLS
  • Crosslingual Summarization
  • Classification Token
EOS
  • End of Summary
  • End-of-Sequence
FAR
  • FacetAware Recall
  • Facet-Aware Rank
FEQA
  • Faithfulness Evaluation with Question Answering
  • Feature-based Evaluation for Question-Answering
FEWSUM
  • Few-Shot Opinion Summarization
  • Few Shot Summarizer
HAHSUM
  • Graph Attention Net based model for extractive summarization
  • Hierarchical Attentive Heterogeneous Graph Summarization
LDA
  • Latent Drichlet Allocation
  • Latent Dirichlet Allocation
LEAD-3
  • Leading Three Sentences
  • Extractive baseline
MLE
  • Maximum-Likelihood Estimation
  • Maximum Likelihood Estimation
PG
  • Pointer Generator, GPG
  • Pointer-Generator with Coverage Penalty
SCITLDR
  • Scientific TLDR
  • Scientific Summarization Benchmark
ABS
  • Attention-Based Summarization
  • Abstractive Sentence Summarization
  • Abstractive summarization
CA
  • Cross Attention
  • Condense-Abstract
  • Category-based Alignment