VideoXum: Cross-modal Visual and Textural Summarization of Videos Mar 21, 2023 Text Summarization Video Summarization
Code Code Available 1SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models Mar 18, 2023 Text Generation Text Summarization
— Unverified 0Exploring the Feasibility of ChatGPT for Event Extraction Mar 7, 2023 Event Extraction Machine Translation
— Unverified 0Leveraging Large Text Corpora for End-to-End Speech Summarization Mar 2, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0Uzbek text summarization based on TF-IDF Mar 1, 2023 Information Retrieval Retrieval
— Unverified 0Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation Feb 27, 2023 Efficient Exploration Extractive Text Summarization
— Unverified 0An Analysis of Abstractive Text Summarization Using Pre-trained Models Feb 25, 2023 Abstractive Text Summarization Text Summarization
— Unverified 0Abstractive Text Summarization using Attentive GRU based Encoder-Decoder Feb 25, 2023 Abstractive Text Summarization Decoder
— Unverified 0Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization Feb 23, 2023 Abstractive Text Summarization Caption Generation
Code Code Available 0Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Feb 17, 2023 Image Retrieval Image-text Classification
Code Code Available 1Learning with Rejection for Abstractive Text Summarization Feb 16, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization Feb 16, 2023 Abstractive Text Summarization Articles
— Unverified 0Exploiting Summarization Data to Help Text Simplification Feb 14, 2023 Sentence Text Simplification
Code Code Available 0An entity-guided text summarization framework with relational heterogeneous graph neural network Feb 7, 2023 Entity Embeddings Graph Neural Network
Code Code Available 0LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization Jan 26, 2023 Text Summarization
Code Code Available 0CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization Jan 26, 2023 Contrastive Learning Text Summarization
— Unverified 0A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis Jan 20, 2023 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified 0Document Summarization with Text Segmentation Jan 20, 2023 Articles Document Summarization
— Unverified 0On the State of German (Abstractive) Text Summarization Jan 17, 2023 Abstractive Text Summarization Attribute
Code Code Available 1Transformer Based Implementation for Automatic Book Summarization Jan 17, 2023 Abstract generation Abstractive Text Summarization
— Unverified 0Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models Jan 10, 2023 Management Question Answering
— Unverified 0Active Learning for Abstractive Text Summarization Jan 9, 2023 Abstractive Text Summarization Active Learning
Code Code Available 0A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding Jan 4, 2023 Text Summarization
— Unverified 0BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization Dec 27, 2022 Abstractive Text Summarization Text Summarization
Code Code Available 1Contrastive Error Attribution for Finetuned Language Models Dec 21, 2022 Text Generation Text Summarization
Code Code Available 0Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection Dec 21, 2022 Additive models Binary Classification
— Unverified 0Toward 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 1Inverse Reinforcement Learning for Text Summarization Dec 19, 2022 Abstractive Text Summarization reinforcement-learning
— Unverified 0Empowering Diffusion Models on the Embedding Space for Text Generation Dec 19, 2022 Denoising Machine Translation
Code Code Available 1Very Large Language Model as a Unified Methodology of Text Mining Dec 19, 2022 Clustering Language Modeling
Code Code Available 0Meeting Summarization: A Survey of the State of the Art Dec 16, 2022 Meeting Summarization Survey
— Unverified 0Despite "super-human" performance, current LLMs are unsuited for decisions about ethics and safety Dec 13, 2022 Common Sense Reasoning Ethics
— Unverified 0Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages Dec 12, 2022 Articles Text Summarization
— Unverified 0Searching for Effective Multilingual Fine-Tuning Methods: A Case Study in Summarization Dec 12, 2022 Text Summarization
— Unverified 0Momentum Calibration for Text Generation Dec 8, 2022 Abstractive Text Summarization Text Generation
— Unverified 0KATSum: Knowledge-aware Abstractive Text Summarization Dec 6, 2022 Abstractive Text Summarization Articles
— Unverified 0Document-Level Abstractive Summarization Dec 6, 2022 Abstractive Text Summarization Retrieval
Code Code Available 0Prompted Opinion Summarization with GPT-3.5 Nov 29, 2022 Opinion Summarization Text Summarization
Code Code Available 1Few-shot Query-Focused Summarization with Prefix-Merging Nov 29, 2022 Few-Shot Learning Query-focused Summarization
— Unverified 0HaRiM^+: Evaluating Summary Quality with Hallucination Risk Nov 22, 2022 Automated Writing Evaluation Decoder
Code Code Available 0Best-k Search Algorithm for Neural Text Generation Nov 22, 2022 Diversity Question Generation
— Unverified 0Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging Nov 20, 2022 Information Retrieval Named Entity Recognition (NER)
Code Code Available 1GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state Nov 18, 2022 Articles Document Summarization
Code Code Available 0CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing Nov 10, 2022 Text Summarization
— Unverified 0Revisiting Grammatical Error Correction Evaluation and Beyond Nov 3, 2022 Grammatical Error Correction Machine Translation
Code Code Available 1Latent Prompt Tuning for Text Summarization Nov 3, 2022 Contrastive Learning Text Summarization
— Unverified 0Unsupervised Text Summarization of Long Documents using Dependency-based Noun Phrases and Contextual Order Arrangement Nov 1, 2022 Extractive Summarization Semantic Similarity
— Unverified 0Leveraging Pre-trained Models for Failure Analysis Triplets Generation Oct 31, 2022 Question Answering Text Summarization
— Unverified 0Toward Unifying Text Segmentation and Long Document Summarization Oct 28, 2022 Articles Document Summarization
Code Code Available 1