Segmented Recurrent Transformer: An Efficient Sequence-to-Sequence Model May 24, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation Jul 15, 2020 Articles Meeting Summarization
Code Code Available 0Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References May 24, 2023 All Machine Translation
Code Code Available 0AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization Jul 16, 2024 Abstractive Text Summarization Domain Adaptation
Code Code Available 0Iterative Document Representation Learning Towards Summarization with Polishing Sep 27, 2018 Extractive Text Summarization Representation Learning
Code Code Available 0Selective Token Generation for Few-shot Natural Language Generation Sep 17, 2022 Data-to-Text Generation Language Modeling
Code Code Available 0Synthetic Artifact Auditing: Tracing LLM-Generated Synthetic Data Usage in Downstream Applications Feb 2, 2025 Data Visualization text-classification
Code Code Available 0Attention-based Multi-hypothesis Fusion for Speech Summarization Nov 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 0Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering Nov 22, 2019 Answer Selection Community Question Answering
Code Code Available 0Jointly Extracting and Compressing Documents with Summary State Representations Apr 3, 2019 Extractive Summarization Text Summarization
Code Code Available 0TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization Feb 10, 2024 Text Summarization
Code Code Available 0A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text Summarization Nov 26, 2024 Articles Extractive Summarization
Code Code Available 0Joint Parsing and Generation for Abstractive Summarization Nov 23, 2019 Abstractive Text Summarization Decoder
Code Code Available 0AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference Oct 1, 2024 Text Summarization
Code Code Available 0Take It Easy: Label-Adaptive Self-Rationalization for Fact Verification and Explanation Generation Oct 5, 2024 Explanation Generation Fact Checking
Code Code Available 0On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sep 7, 2019 Abstractive Text Summarization Document Summarization
Code Code Available 0Correction with Backtracking Reduces Hallucination in Summarization Oct 24, 2023 Abstractive Text Summarization Hallucination
Code Code Available 0Just Ask! Evaluating Machine Translation by Asking and Answering Questions Nov 1, 2021 Abstractive Text Summarization Machine Translation
Code Code Available 0Online and Linear-Time Attention by Enforcing Monotonic Alignments Apr 3, 2017 Machine Translation Sentence
Code Code Available 0Semantic Similarity Based Evaluation for Abstractive News Summarization Aug 1, 2021 Abstractive Text Summarization News Summarization
Code Code Available 0On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization Mar 9, 2024 Hallucination Text Summarization
Code Code Available 0Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism Jun 12, 2019 Decoder Machine Translation
Code Code Available 0An abstractive text summarization technique using transformer model with self-attention mechanism Jun 1, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention Jun 11, 2025 Text Summarization
Code Code Available 0Annobot: Platform for Annotating and Creating Datasets through Conversation with a Chatbot Dec 1, 2020 Chatbot Machine Translation
Code Code Available 0On the Role of Summary Content Units in Text Summarization Evaluation Apr 2, 2024 Natural Language Inference Sentence
Code Code Available 0Controlling the Amount of Verbatim Copying in Abstractive Summarization Nov 23, 2019 Abstractive Text Summarization Language Modeling
Code Code Available 0An Investigation of Evaluation Metrics for Automated Medical Note Generation May 27, 2023 Graph Embedding Hallucination
Code Code Available 0Ontology-Constrained Generation of Domain-Specific Clinical Summaries Nov 23, 2024 Hallucination Text Summarization
Code Code Available 0AI-Enhanced Cognitive Behavioral Therapy: Deep Learning and Large Language Models for Extracting Cognitive Pathways from Social Media Texts Apr 17, 2024 Deep Learning Hallucination
Code Code Available 0VizSeq: A Visual Analysis Toolkit for Text Generation Tasks Sep 12, 2019 Benchmarking Image Captioning
Code Code Available 0Active Learning for Abstractive Text Summarization Jan 9, 2023 Abstractive Text Summarization Active Learning
Code Code Available 0Sentence Compression for Arbitrary Languages via Multilingual Pivoting Oct 1, 2018 Machine Translation Sentence
Code Code Available 0KLearn: Background Knowledge Inference from Summarization Data Oct 13, 2020 Text Summarization
Code Code Available 0Features in Extractive Supervised Single-document Summarization: Case of Persian News Sep 6, 2019 Document Summarization Sentence
Code Code Available 0Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization May 3, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0Two New Datasets for Italian-Language Abstractive Text Summarization Apr 29, 2022 Abstractive Text Summarization Articles
Code Code Available 0FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT Aug 22, 2020 Multiple-choice Question Answering
Code Code Available 0Controlling Output Length in Neural Encoder-Decoders Sep 30, 2016 Decoder Text Summarization
Code Code Available 0A Dataset for Evaluating LLM-based Evaluation Functions for Research Question Extraction Task Sep 10, 2024 Text Summarization
Code Code Available 0Summarizing User-generated Textual Content: Motivation and Methods for Fairness in Algorithmic Summaries Oct 22, 2018 Extractive Summarization Fairness
Code Code Available 0Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples Mar 3, 2018 image-classification Image Classification
Code Code Available 0A New Approach to Overgenerating and Scoring Abstractive Summaries Apr 5, 2021 Text Summarization
Code Code Available 0Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey Nov 15, 2023 Survey Text Summarization
Code Code Available 0Controllable Summarization with Constrained Markov Decision Process Aug 7, 2021 Attribute Text Summarization
Code Code Available 0Facts That Matter Oct 1, 2018 Clustering Diversity
Code Code Available 0Facet-Aware Evaluation for Extractive Summarization Aug 27, 2019 Extractive Summarization Sentence
Code Code Available 0BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization Jun 12, 2019 Abstractive Text Summarization Articles
Code Code Available 0LCSTS: A Large Scale Chinese Short Text Summarization Dataset Jun 19, 2015 Text Summarization
Code Code Available 0Sequence-to-sequence Models for Cache Transition Systems Jul 1, 2018 AMR Parsing Decoder
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