Tag: nlp

Tag: nlp

• Paper Review: Training Large Language Models to Reason in a Continuous Latent Space (06 Jan 2025)
  
• Paper Review: Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference (23 Dec 2024)
  
• Paper Review: Byte Latent Transformer: Patches Scale Better Than Tokens (16 Dec 2024)
  
• Paper Review: Reverse Thinking Makes LLMs Stronger Reasoners (09 Dec 2024)
  
• Paper Review: Project Sid: Many-agent simulations toward AI civilization (25 Nov 2024)
  
• Paper Review: Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level (11 Nov 2024)
  
• Paper Review: Unbounded: A Generative Infinite Game of Character Life Simulation (29 Oct 2024)
  
• Paper Review: Contextual Document Embeddings (21 Oct 2024)
  
• Paper Review: Differential Transformer (14 Oct 2024)
  
• Paper Review: Training Language Models to Self-Correct via Reinforcement Learning (23 Sep 2024)
  
• Paper Review: Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling (17 Jun 2024)
  
• Paper Review: σ-GPTs: A New Approach to Autoregressive Models (10 Jun 2024)
  
• Paper Review: Orca 2: Teaching Small Language Models How to Reason (23 Nov 2023)
  
• Paper Review: Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models (20 Nov 2023)
  
• Paper Review: Zephyr: Direct Distillation of LM Alignment (30 Oct 2023)
  
• Paper Review: Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture (26 Oct 2023)
  
• Paper Review: Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection (23 Oct 2023)
  
• Paper Review: PaLI-3 Vision Language Models: Smaller, Faster, Stronger (19 Oct 2023)
  
• Paper Review: InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining (16 Oct 2023)
  
• Paper Review: Mistral 7B (12 Oct 2023)
  
• Paper Review: Think before you speak: Training Language Models With Pause Tokens (09 Oct 2023)
  
• Paper Review: QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models (05 Oct 2023)
  
• Paper Review: DreamLLM: Synergistic Multimodal Comprehension and Creation (28 Sep 2023)
  
• Paper Review: Giraffe: Adventures in Expanding Context Lengths in LLMs (28 Aug 2023)
  
• Paper Review: OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents (24 Aug 2023)
  
• Paper Review: Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback (10 Aug 2023)
  
• Paper Review: UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition (10 Aug 2023)
  
• Paper Review: Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding (07 Aug 2023)
  
• Paper Review: Meta-Transformer: A Unified Framework for Multimodal Learning (27 Jul 2023)
  
• Paper Review: Retentive Network: A Successor to Transformer for Large Language Models (24 Jul 2023)
  
• Paper Review: Llama 2: Open Foundation and Fine-Tuned Chat Models (20 Jul 2023)
  
• Paper Review: Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning (17 Jul 2023)
  
• Paper Review: Multilingual End to End Entity Linking (03 Jul 2023)
  
• Paper Review: Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision (19 Jun 2023)
  
• Paper Review: BiomedGPT: A Unified and Generalist Biomedical Generative Pre-trained Transformer for Vision, Language, and Multimodal Tasks (12 Jun 2023)
  
• Paper Review: StableRep: Synthetic Images from Text-to-Image Models Make Strong Visual Representation Learners (08 Jun 2023)
  
• Paper Review: Chain of Hindsight Aligns Language Models with Feedback (30 May 2023)
  
• Paper Review: DarkBERT: A Language Model for the Dark Side of the Internet (18 May 2023)
  
• Paper Review: ImageBind: One Embedding Space To Bind Them All (10 May 2023)
  
• Paper Review: Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes (08 May 2023)
  
• Paper Review: Phoenix: Democratizing ChatGPT across Languages (04 May 2023)
  
• Paper Review: Generative Agents: Interactive Simulacra of Human Behavior (24 Apr 2023)
  
• Paper Review: BloombergGPT: A Large Language Model for Finance (02 Apr 2023)
  
• Paper Review: Hyena Hierarchy: Towards Larger Convolutional Language Models (20 Mar 2023)
  
• Paper Review: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models (13 Mar 2023)
  
• Paper Review: PaLM-E: An Embodied Multimodal Language Model (09 Mar 2023)
  
• Paper Review: In-Context Instruction Learning (06 Mar 2023)
  
• Paper Review: LLaMA: Open and Efficient Foundation Language Models (26 Feb 2023)
  
• Medical-chat bot: the history of our attempt to do it (09 Sep 2022)
  
• Paper Review: NL-Augmenter A Framework for Task-Sensitive Natural Language Augmentation (10 Dec 2021)
  
• Paper Review: A Recipe For Arbitrary Text Style Transfer with Large Language Models (10 Oct 2021)
  
• Paper Review: Long-Short Transformer Efficient Transformers for Language and Vision (12 Jul 2021)
  
• Paper Review: ByT5 Towards a token-free future with pre-trained byte-to-byte models (02 Jun 2021)
  
• Paper Review: Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence (21 May 2021)
  
• Paper Review: Are Pre-trained Convolutions Better than Pre-trained Transformers? (10 May 2021)
  
• Paper Review: Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning (29 Mar 2021)
  
• Paper Review: Language-agnostic BERT Sentence Embedding (19 Aug 2020)
  
• Paper Review: SpERT Span-based Joint Entity and Relation Extraction with Transformer Pre-training (23 May 2020)
  
• Paper Review: Named Entity Recognition without Labelled Data A Weak Supervision Approach (10 May 2020)
  
• Approaches to sentimental analysis on a small imbalanced dataset without Deep Learning (09 Aug 2019)