Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality May 24, 2023 Abstractive Text Summarization Contrastive Learning
Code Code Available Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence Model May 24, 2023 Abstractive Text Summarization Text Summarization
Code Code Available Abstractive Text Summarization Using the BRIO Training Paradigm May 23, 2023 Abstractive Text Summarization Text Summarization
— Unverified USB: A Unified Summarization Benchmark Across Tasks and Domains May 23, 2023 Abstractive Text Summarization Articles
Code Code Available Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization May 22, 2023 Abstractive Text Summarization
Code Code Available Task-agnostic Distillation of Encoder-Decoder Language Models May 21, 2023 Abstractive Text Summarization Decoder
— Unverified Counterfactual Debiasing for Generating Factually Consistent Text Summaries May 18, 2023 Abstractive Text Summarization counterfactual
— Unverified The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation May 16, 2023 Abstractive Text Summarization Continual Learning
Code Code Available PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization May 11, 2023 Abstractive Text Summarization
Code Code Available HistAlign: Improving Context Dependency in Language Generation by Aligning with History May 8, 2023 Abstractive Text Summarization Text Generation
Code Code Available Learning Summary-Worthy Visual Representation for Abstractive Summarization in Video May 8, 2023 Abstractive Text Summarization Language Modeling
— Unverified The Current State of Summarization May 8, 2023 Abstractive Text Summarization Decoder
— Unverified Personalized Abstractive Summarization by Tri-agent Generation Pipeline May 4, 2023 Abstractive Text Summarization Language Modeling
Code Code Available Entity-Based Evaluation of Political Bias in Automatic Summarization May 3, 2023 Abstractive Text Summarization Articles
Code Code Available Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization May 3, 2023 Abstractive Text Summarization Text Summarization
Code Code Available Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization May 3, 2023 Abstractive Text Summarization Contrastive Learning
Code Code Available GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization Apr 7, 2023 Abstractive Text Summarization Sentence
Code Code Available SimCSum: Joint Learning of Simplification and Cross-lingual Summarization for Cross-lingual Science Journalism Apr 4, 2023 Abstractive Text Summarization Articles
— Unverified CQSumDP: A ChatGPT-Annotated Resource for Query-Focused Abstractive Summarization Based on Debatepedia Mar 31, 2023 Abstractive Text Summarization Text Generation
— Unverified Comparing Abstractive Summaries Generated by ChatGPT to Real Summaries Through Blinded Reviewers and Text Classification Algorithms Mar 30, 2023 Abstractive Text Summarization text-classification
— Unverified ChatGPT as a Factual Inconsistency Evaluator for Text Summarization Mar 27, 2023 Abstractive Text Summarization Natural Language Inference
— Unverified SASS: Data and Methods for Subject Aware Sentence Simplification Mar 26, 2023 Abstractive Text Summarization Data Augmentation
— Unverified SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Mar 24, 2023 Abstractive Text Summarization Few-Shot Learning
— Unverified Lay Text Summarisation Using Natural Language Processing: A Narrative Literature Review Mar 24, 2023 Abstractive Text Summarization Articles
— Unverified Abstractive Text Summarization using Attentive GRU based Encoder-Decoder Feb 25, 2023 Abstractive Text Summarization Decoder
— Unverified 