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Code Code Available 1A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction Feb 20, 2024 Language Modeling Language Modelling
Code Code Available 1A Hierarchical Neural Autoencoder for Paragraphs and Documents Jun 2, 2015 Sentence Text Generation
Code Code Available 1Robust Dialogue Utterance Rewriting as Sequence Tagging Dec 29, 2020 Dialogue Rewriting Text Generation
Code Code Available 1RoMe: A Robust Metric for Evaluating Natural Language Generation Mar 17, 2022 Natural Language Understanding Semantic Similarity
Code Code Available 1RouteExplainer: An Explanation Framework for Vehicle Routing Problem Mar 6, 2024 Combinatorial Optimization counterfactual
Code Code Available 1Defending Against Backdoor Attacks in Natural Language Generation Jun 3, 2021 Backdoor Attack Dialogue Generation
Code Code Available 1Act Like a Radiologist: Radiology Report Generation across Anatomical Regions May 26, 2023 Decoder Medical Report Generation
Code Code Available 1Dependency-based Mixture Language Models Mar 19, 2022 Language Modeling Language Modelling
Code Code Available 1DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM Oct 23, 2023 Decoder Text Generation
Code Code Available 1Diffusion Guided Language Modeling Aug 8, 2024 Attribute Language Modeling
Code Code Available 1Data-to-text Generation with Variational Sequential Planning Feb 28, 2022 Data-to-Text Generation Text Generation
Code Code Available 1Schema-Guided Natural Language Generation May 11, 2020 dialog state tracking Text Generation
Code Code Available 1SciFive: a text-to-text transformer model for biomedical literature May 28, 2021 Document Classification Drug–drug Interaction Extraction
Code Code Available 1DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training Mar 6, 2023 Decoder Image Captioning
Code Code Available 1Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided Decoding Feb 23, 2024 Hallucination Object
Code Code Available 1Self-conditioning pre-trained language models Sep 30, 2021 Text Generation
Code Code Available 1Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation May 25, 2023 Hallucination Pair-wise Detection (1-ref) Informativeness
Code Code Available 1Closing the Curious Case of Neural Text Degeneration Oct 2, 2023 Text Generation
Code Code Available 1AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented Reasoning Apr 21, 2025 RAG Retrieval
Code Code Available 1Data-to-text Generation with Macro Planning Feb 4, 2021 Data-to-Text Generation Decoder
Code Code Available 1SemStamp: A Semantic Watermark with Paraphrastic Robustness for Text Generation Oct 6, 2023 Sentence Text Generation
Code Code Available 1Explaining Relationships Between Scientific Documents Feb 2, 2020 Language Modeling Language Modelling
Code Code Available 1Sequence Level Contrastive Learning for Text Summarization Sep 8, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 1Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation Apr 15, 2021 Data-to-Text Generation Question Generation
Code Code Available 1CityGPT: Empowering Urban Spatial Cognition of Large Language Models Jun 20, 2024 Code Generation Math
Code Code Available 1Abstractive Meeting Summarization: A Survey Aug 8, 2022 Abstractive Dialogue Summarization Abstractive Text Summarization
Code Code Available 1Controllable Text Generation with Neurally-Decomposed Oracle May 27, 2022 Language Modeling Language Modelling
Code Code Available 1Data Generation for Post-OCR correction of Cyrillic handwriting Nov 27, 2023 Handwriting generation Handwritten Text Recognition
Code Code Available 1SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Jun 3, 2021 Abstractive Text Summarization Contrastive Learning
Code Code Available 1Data-to-Text Bilingual Generation Nov 24, 2023 Text Generation
Code Code Available 1CoCon: A Self-Supervised Approach for Controlled Text Generation Jun 5, 2020 Text Generation
Code Code Available 1Data Feedback Loops: Model-driven Amplification of Dataset Biases Sep 8, 2022 image-classification Image Classification
Code Code Available 1Data-to-Text Generation with Iterative Text Editing Nov 3, 2020 Data-to-Text Generation Domain Adaptation
Code Code Available 1CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations Apr 5, 2022 Explanation Generation Question Answering
Code Code Available 1CLIBE: Detecting Dynamic Backdoors in Transformer-based NLP Models Sep 2, 2024 Text Classification Text Generation
Code Code Available 1Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning Jun 6, 2023 Contrastive Learning Text Generation
Code Code Available 1Solving Aspect Category Sentiment Analysis as a Text Generation Task Oct 14, 2021 Aspect Category Sentiment Analysis Sentiment Analysis
Code Code Available 1Deep Graph Convolutional Encoders for Structured Data to Text Generation Oct 23, 2018 Data-to-Text Generation Graph-to-Sequence
Code Code Available 1Speculative Decoding with Big Little Decoder Feb 15, 2023 Decoder de-en
Code Code Available 1CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation Apr 2, 2022 Language Modeling Language Modelling
Code Code Available 1A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Apr 18, 2021 Form Hallucination
Code Code Available 1MatTools: Benchmarking Large Language Models for Materials Science Tools May 16, 2025 Benchmarking Question Answering
Code Code Available 1StackMix and Blot Augmentations for Handwritten Text Recognition Aug 26, 2021 Data Augmentation Handwritten Text Recognition
Code Code Available 1A Theoretical Analysis of the Repetition Problem in Text Generation Dec 29, 2020 Text Generation
Code Code Available 1Step-unrolled Denoising Autoencoders for Text Generation Dec 13, 2021 Denoising Language Modeling
Code Code Available 1CLIP-Diffusion-LM: Apply Diffusion Model on Image Captioning Oct 10, 2022 Decoder Denoising
Code Code Available 1Structural Adapters in Pretrained Language Models for AMR-to-text Generation Mar 16, 2021 AMR-to-Text Generation Data-to-Text Generation
Code Code Available 1CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization Nov 18, 2024 backdoor defense Text Generation
Code Code Available 1CTRL: A Conditional Transformer Language Model for Controllable Generation Sep 11, 2019 Language Modeling Language Modelling
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