Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding Jan 5, 2024 Image Captioning Machine Translation
Code Code Available 0OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning Jan 1, 2024 3D Point Cloud Classification Action Classification
— Unverified 0PersianLLaMA: Towards Building First Persian Large Language Model Dec 25, 2023 Language Modeling Language Modelling
— Unverified 0Don't Believe Everything You Read: Enhancing Summarization Interpretability through Automatic Identification of Hallucinations in Large Language Models Dec 22, 2023 Hallucination Machine Translation
— Unverified 0Cross-Domain Robustness of Transformer-based Keyphrase Generation Dec 17, 2023 Abstractive Text Summarization Keyphrase Extraction
— Unverified 0Exploiting Representation Bias for Data Distillation in Abstractive Text Summarization Dec 10, 2023 Abstractive Text Summarization Diversity
— Unverified 0Nash Learning from Human Feedback Dec 1, 2023 Text Summarization
— Unverified 0ChatGPT Application In Summarizing An Evolution Of Deep Learning Techniques In Imaging: A Qualitative Study Nov 26, 2023 Articles Text Summarization
— Unverified 0Exploring Prompting Large Language Models as Explainable Metrics Nov 20, 2023 Prompt Engineering Text Summarization
Code Code Available 0Responsible AI Considerations in Text Summarization Research: A Review of Current Practices Nov 18, 2023 Text Summarization
— Unverified 0Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization Nov 16, 2023 Extractive Summarization Extractive Text Summarization
— Unverified 0Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey Nov 15, 2023 Survey Text Summarization
Code Code Available 0GreekT5: A Series of Greek Sequence-to-Sequence Models for News Summarization Nov 13, 2023 Abstractive Text Summarization Articles
Code Code Available 0Legal-HNet: Mixing Legal Long-Context Tokens with Hartley Transform Nov 9, 2023 Abstractive Text Summarization Decoder
— Unverified 0OmniVec: Learning robust representations with cross modal sharing Nov 7, 2023 3D Point Cloud Classification Action Classification
— Unverified 0FloodBrain: Flood Disaster Reporting by Web-based Retrieval Augmented Generation with an LLM Nov 5, 2023 Humanitarian Question Answering
— Unverified 0An Introduction to Natural Language Processing Techniques and Framework for Clinical Implementation in Radiation Oncology Nov 3, 2023 Diagnostic Question Answering
— Unverified 0The Impact of Preference Agreement in Reinforcement Learning from Human Feedback: A Case Study in Summarization Nov 2, 2023 Text Generation Text Summarization
— Unverified 0Boosting Summarization with Normalizing Flows and Aggressive Training Nov 1, 2023 Decoder Knowledge Distillation
Code Code Available 0Herd: Using multiple, smaller LLMs to match the performances of proprietary, large LLMs via an intelligent composer Oct 30, 2023 Text Summarization
— Unverified 0Improving Factual Consistency of Text Summarization by Adversarially Decoupling Comprehension and Embellishment Abilities of LLMs Oct 30, 2023 Articles Text Generation
— Unverified 0Correction with Backtracking Reduces Hallucination in Summarization Oct 24, 2023 Abstractive Text Summarization Hallucination
Code Code Available 0Prevalence and prevention of large language model use in crowd work Oct 24, 2023 Language Modeling Language Modelling
— Unverified 0Leveraging Deep Learning for Abstractive Code Summarization of Unofficial Documentation Oct 23, 2023 Code Summarization Deep Learning
— Unverified 0A Review of Reinforcement Learning for Natural Language Processing, and Applications in Healthcare Oct 23, 2023 Decision Making Machine Translation
— Unverified 0Controlled Randomness Improves the Performance of Transformer Models Oct 20, 2023 Diversity named-entity-recognition
— Unverified 0Open Information Extraction: A Review of Baseline Techniques, Approaches, and Applications Oct 18, 2023 Open Information Extraction Question Answering
— Unverified 0Automatic News Summerization Oct 17, 2023 Articles Text Summarization
— Unverified 0Instructive Dialogue Summarization with Query Aggregations Oct 17, 2023 Machine Reading Comprehension Reading Comprehension
Code Code Available 0Key-phrase boosted unsupervised summary generation for FinTech organization Oct 16, 2023 Intent Detection Sentiment Analysis
— Unverified 0Metric Ensembles For Hallucination Detection Oct 16, 2023 Abstractive Text Summarization Hallucination
— Unverified 0Text Summarization Using Large Language Models: A Comparative Study of MPT-7b-instruct, Falcon-7b-instruct, and OpenAI Chat-GPT Models Oct 16, 2023 Information Retrieval Text Summarization
Code Code Available 0Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Oct 13, 2023 Deep Learning Text Summarization
— Unverified 0Calibrating Likelihoods towards Consistency in Summarization Models Oct 12, 2023 Abstractive Text Summarization Natural Language Inference
— Unverified 0Constructive 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 0Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Oct 4, 2023 Model Compression Text Summarization
— Unverified 0Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly Oct 4, 2023 Computational Efficiency Edge-computing
— 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 0Summarization is (Almost) Dead Sep 18, 2023 Text Summarization
— Unverified 0Content Reduction, Surprisal and Information Density Estimation for Long Documents Sep 12, 2023 Density Estimation Text Summarization
— Unverified 0SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget Aug 29, 2023 Mixture-of-Experts object-detection
— Unverified 0On the Depth between Beam Search and Exhaustive Search for Text Generation Aug 25, 2023 Machine Translation Text Generation
— Unverified 0Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Aug 25, 2023 Reading Comprehension Text Summarization
Code Code Available 0Inducing Causal Structure for Abstractive Text Summarization Aug 24, 2023 Abstractive Text Summarization Text Summarization
Code Code Available 0