Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization May 23, 2023 Semantic Role Labeling Text Summarization
Code Code Available 1On Learning to Summarize with Large Language Models as References May 23, 2023 Articles Contrastive Learning
Code Code Available 1Evaluating Factual Consistency of Texts with Semantic Role Labeling May 22, 2023 Semantic Role Labeling Text Generation
Code Code Available 1AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation May 16, 2023 Common Sense Reasoning Denoising
Code Code Available 1Benchmarking large language models for biomedical natural language processing applications and recommendations May 10, 2023 Benchmarking Document Classification
Code Code Available 1Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory May 3, 2023 Abstractive Text Summarization Dialogue Generation
Code Code Available 1pyBibX -- A Python Library for Bibliometric and Scientometric Analysis Powered with Artificial Intelligence Tools Apr 27, 2023 Decision Making Sentence
Code Code Available 1Human-like Summarization Evaluation with ChatGPT Apr 5, 2023 Text Summarization
Code Code Available 1G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Mar 29, 2023 Dialogue Generation Diversity
Code Code Available 1Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models Mar 24, 2023 Machine Translation Natural Language Understanding
Code Code Available 1VideoXum: Cross-modal Visual and Textural Summarization of Videos Mar 21, 2023 Text Summarization Video Summarization
Code Code Available 1Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Feb 17, 2023 Image Retrieval Image-text Classification
Code Code Available 1On the State of German (Abstractive) Text Summarization Jan 17, 2023 Abstractive Text Summarization Attribute
Code Code Available 1BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization Dec 27, 2022 Abstractive Text Summarization Text Summarization
Code Code Available 1Toward Human-Like Evaluation for Natural Language Generation with Error Analysis Dec 20, 2022 Language Modeling Language Modelling
Code Code Available 1Graph-based Semantical Extractive Text Analysis Dec 19, 2022 Keyword Extraction Semantic Similarity
Code Code Available 1Empowering Diffusion Models on the Embedding Space for Text Generation Dec 19, 2022 Denoising Machine Translation
Code Code Available 1Prompted Opinion Summarization with GPT-3.5 Nov 29, 2022 Opinion Summarization Text Summarization
Code Code Available 1Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging Nov 20, 2022 Information Retrieval Named Entity Recognition (NER)
Code Code Available 1Revisiting Grammatical Error Correction Evaluation and Beyond Nov 3, 2022 Grammatical Error Correction Machine Translation
Code Code Available 1Toward Unifying Text Segmentation and Long Document Summarization Oct 28, 2022 Articles Document Summarization
Code Code Available 1Analyzing Multi-Task Learning for Abstractive Text Summarization Oct 26, 2022 Abstractive Text Summarization Multi-Task Learning
Code Code Available 1Analyzing and Evaluating Faithfulness in Dialogue Summarization Oct 21, 2022 Text Summarization
Code Code Available 1Summary Workbench: Unifying Application and Evaluation of Text Summarization Models Oct 18, 2022 Text Summarization
Code Code Available 1WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs Sep 27, 2022 Articles Contrastive Learning
Code Code Available 1News Summarization and Evaluation in the Era of GPT-3 Sep 26, 2022 News Summarization Text Summarization
Code Code Available 1Text Summarization with Oracle Expectation Sep 26, 2022 Extractive Summarization Sentence
Code Code Available 1Adapting Pretrained Text-to-Text Models for Long Text Sequences Sep 21, 2022 Long-range modeling Question Answering
Code Code Available 1Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Sep 2, 2022 Abstractive Dialogue Summarization Multi-Task Learning
Code Code Available 1A General Contextualized Rewriting Framework for Text Summarization Jul 13, 2022 reinforcement-learning Reinforcement Learning (RL)
Code Code Available 1An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Jul 3, 2022 Articles Document Summarization
Code Code Available 1Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation Jun 6, 2022 Sentence Text Generation
Code Code Available 1Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian Jun 3, 2022 Binary Classification Dialogue Evaluation
Code Code Available 1ViHealthBERT: Pre-trained Language Models for Vietnamese in Health Text Mining Jun 1, 2022 Language Modeling Language Modelling
Code Code Available 1X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents May 30, 2022 Extreme Summarization Machine Translation
Code Code Available 1Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization May 28, 2022 Sentence Sentence Summarization
Code Code Available 1Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents May 25, 2022 Abstractive Text Summarization Disentanglement
Code Code Available 1Leveraging Locality in Abstractive Text Summarization May 25, 2022 Abstractive Text Summarization Text Generation
Code Code Available 1ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation May 13, 2022 Abstractive Text Summarization Decoder
Code Code Available 1GenCompareSum: a hybrid unsupervised summarization method using salience May 1, 2022 Extractive Summarization Text Summarization
Code Code Available 1The Cross-lingual Conversation Summarization Challenge May 1, 2022 Abstractive Dialogue Summarization Conversation Summarization
Code Code Available 1A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Apr 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 1Learning to Revise References for Faithful Summarization Apr 13, 2022 Attribute Clinical Knowledge
Code Code Available 1A Call for Clarity in Beam Search: How It Works and When It Stops Apr 11, 2022 Machine Translation Text Generation
Code Code Available 1SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mar 13, 2022 Abstractive Text Summarization Document Summarization
Code Code Available 1Unsupervised Multi-Granularity Summarization Jan 29, 2022 Abstractive Text Summarization Text Summarization
Code Code Available 1Klexikon: A German Dataset for Joint Summarization and Simplification Jan 18, 2022 Text Simplification Text Summarization
Code Code Available 1Word Graph Guided Summarization for Radiology Findings Dec 18, 2021 Text Summarization
Code Code Available 1CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language Pairs Dec 16, 2021 Abstractive Text Summarization Articles
Code Code Available 1QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Dec 16, 2021 Question Answering Question Generation
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