Constructive Large Language Models Alignment with Diverse Feedback Oct 10, 2023 Learning Theory Models Alignment
— Unverified 0ed-cec: improving rare word recognition using asr postprocessing based on error detection and context-aware error correction Oct 8, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 0Automatic and Human-AI Interactive Text Generation Oct 5, 2023 Paraphrase Generation Style Transfer
— Unverified 0Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly Oct 4, 2023 Computational Efficiency Edge-computing
— Unverified 0Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Oct 4, 2023 Model Compression Text Summarization
— Unverified 0Fusing Models with Complementary Expertise Oct 2, 2023 Multiple-choice text-classification
Code Code Available 0Error Norm Truncation: Robust Training in the Presence of Data Noise for Text Generation Models Oct 2, 2023 Language Modeling Language Modelling
— Unverified 0Hallucination Reduction in Long Input Text Summarization Sep 28, 2023 Decoder Hallucination
Code Code Available 0Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving Sep 28, 2023 Hallucination Question Answering
— Unverified 0BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP Sep 22, 2023 Abstractive Text Summarization Natural Language Inference
— Unverified 0LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Sep 21, 2023 4k GPU
Code Code Available 6Summarization is (Almost) Dead Sep 18, 2023 Text Summarization
— Unverified 0Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Sep 14, 2023 Domain Adaptation Text Summarization
Code Code Available 1Content Reduction, Surprisal and Information Density Estimation for Long Documents Sep 12, 2023 Density Estimation Text Summarization
— Unverified 0AskIt: Unified Programming Interface for Programming with Large Language Models Aug 29, 2023 Code Generation Few-Shot Learning
Code Code Available 1SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget Aug 29, 2023 Mixture-of-Experts object-detection
— Unverified 0Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Aug 25, 2023 Reading Comprehension Text Summarization
Code Code Available 0On the Depth between Beam Search and Exhaustive Search for Text Generation Aug 25, 2023 Machine Translation Text Generation
— Unverified 0Inducing Causal Structure for Abstractive Text Summarization Aug 24, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0SummHelper: Collaborative Human-Computer Summarization Aug 16, 2023 Text Summarization
— Unverified 0BUS:Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization Jul 17, 2023 Decoder Text Summarization
— Unverified 0A Neural-Symbolic Approach Towards Identifying Grammatically Correct Sentences Jul 16, 2023 Articles CoLA
— Unverified 0Rank Your Summaries: Enhancing Bengali Text Summarization via Ranking-based Approach Jul 14, 2023 Text Summarization
Code Code Available 0DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering Jul 13, 2023 Dialogue Generation nlg evaluation
Code Code Available 0Enhancing Biomedical Text Summarization and Question-Answering: On the Utility of Domain-Specific Pre-Training Jul 10, 2023 Language Modeling Language Modelling
— Unverified 0Named Entity Inclusion in Abstractive Text Summarization Jul 5, 2023 Abstractive Text Summarization named-entity-recognition
— Unverified 0Challenges in Domain-Specific Abstractive Summarization and How to Overcome them Jul 3, 2023 Abstractive Text Summarization Hallucination
— Unverified 0Leveraging GPT-4 for Food Effect Summarization to Enhance Product-Specific Guidance Development via Iterative Prompting Jun 28, 2023 Text Summarization
— Unverified 0Fusing Multimodal Signals on Hyper-complex Space for Extreme Abstractive Text Summarization (TL;DR) of Scientific Contents Jun 24, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0Abstractive Text Summarization for Resumes With Cutting Edge NLP Transformers and LSTM Jun 23, 2023 Abstractive Text Summarization Text Summarization
— Unverified 0One model to rule them all: ranking Slovene summarizers Jun 20, 2023 All Text Summarization
— Unverified 0Conformal Language Modeling Jun 16, 2023 Conformal Prediction Language Modeling
Code Code Available 1Using Natural Language Processing and Networks to Automate Structured Literature Reviews: An Application to Farmers Climate Change Adaptation Jun 16, 2023 Articles Descriptive
— Unverified 0Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health Jun 15, 2023 Biomedical Information Retrieval Information Retrieval
— Unverified 0ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer Jun 13, 2023 Sentence Style Transfer
— Unverified 0h2oGPT: Democratizing Large Language Models Jun 13, 2023 Chatbot Fairness
Code Code Available 6Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards Jun 7, 2023 Diversity Image Captioning
Code Code Available 1MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos Jun 7, 2023 Text Summarization Video Summarization
Code Code Available 1Echoes from Alexandria: A Large Resource for Multilingual Book Summarization Jun 7, 2023 Book summarization Text Summarization
Code Code Available 1Towards End-to-end Speech-to-text Summarization Jun 6, 2023 Abstractive Text Summarization Speech-to-Text
Code Code Available 0Correction of Errors in Preference Ratings from Automated Metrics for Text Generation Jun 6, 2023 Machine Translation Text Generation
— Unverified 0Interactive Editing for Text Summarization Jun 5, 2023 Decoder Text Summarization
Code Code Available 1Efficient GPT Model Pre-training using Tensor Train Matrix Representation Jun 5, 2023 Language Modelling Text Summarization
— Unverified 0How Ready are Pre-trained Abstractive Models and LLMs for Legal Case Judgement Summarization? Jun 2, 2023 Abstractive Text Summarization Extractive Summarization
— Unverified 0Preference-grounded Token-level Guidance for Language Model Fine-tuning Jun 1, 2023 Imitation Learning Language Modeling
Code Code Available 1An abstractive text summarization technique using transformer model with self-attention mechanism Jun 1, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Jun 1, 2023 Articles Benchmarking
— Unverified 0Multi-Dimensional Evaluation of Text Summarization with In-Context Learning Jun 1, 2023 In-Context Learning Text Generation
Code Code Available 0A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets May 29, 2023 Bias Detection Code Generation
Code Code Available 1Abstractive Summarization as Augmentation for Document-Level Event Detection May 29, 2023 Abstractive Text Summarization Event Detection
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