TechcraftingAI NLP

arXiv research summaries for Computation and Language from November 9, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving neural network models for tasks like machine translation, grammatical error correction, and text representation through techniques like knowledge distillation and quantization. Using la...

arXiv research summaries for Computation and Language from November 8, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Evaluating large language models on human language acquisition and developmental plausibility Using large language models to study human memory and cognitive processes Analyzing biases in large lan...

arXiv research summaries for Computation and Language from November 7, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving language model performance through prompt engineering and auxiliary memories Evaluating model capabilities and biases through targeted perturbations and human preference alignment Extractin...

arXiv research summaries for Computation and Language from November 6, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving text-to-SQL and knowledge base question answering with large language models via in-context learning. Leveraging large language models for zero-shot bilingual app review mining and abstractiv...

arXiv research summaries for Computation and Language from November 5, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Relation extraction methods to identify triples and reduce redundancy Topic modeling for social media and short text Datasets for fake news and misinformation detection Temporal sequencing of historica...

arXiv research summaries for Computation and Language from November 3, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Developing methods to make large language models more interpretable and explainable Studying prompt engineering techniques to improve few-shot learning with large language models Evaluating cross-lingual...

arXiv research summaries for Computation and Language from November 2, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Enhancing NLP models with external knowledge through techniques like prompting and knowledge injection. Analyzing model performance on challenging linguistic examples that reveal nuances like syntactic dep...

arXiv research summaries for Computation and Language from November 1, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Evaluating and improving biases and safety issues in large language models. Using large language models for summarization and generation. Developing better evaluation metrics for language tasks. Applying lar...

arXiv research summaries for Computation and Language from October 31, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving reasoning abilities of large language models through techniques like learning from mistakes. Evaluating capabilities of large language models through games, analogies, and psychological assessments....

arXiv research summaries for Computation and Language from October 30, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving natural language processing through novel large language model architectures and training techniques. Using large language models for knowledge extraction and retrieval applications. Evaluating and ana...

arXiv research summaries for Computation and Language from October 29, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Mitigating bias in large language models. Improving emotion and etiquette understanding in LLMs. Novel model architectures for complex named entity recognition. Ensembling and stacking models for improved AI tex...

arXiv research summaries for Computation and Language from October 28, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving efficiency and reducing computational costs of large language models through methods like early exiting and knowledge distillation. Developing new datasets and models for low-resource languages and cross...

arXiv research summaries for Computation and Language from October 27, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Large Language Models: Pushing the Limits of Understanding Code-Switching NLP: New Frontiers in Multilingual AI Exposing Misinformation: Automated Fact-Checking Techniques Conversational Agents Get a Makeover: Per...

arXiv research summaries for Computation and Language from October 26, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Advances in large language models through fine-tuning, prompting, and quantization. Examples include HuggingFace LLaMA, custom prompting for ChatGPT, and quantizing models down to 4 bits. Analyzing capabilities and...

arXiv research summaries for Computation and Language from October 25, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠ . Today's Theme (LLM-Generated) Evaluating capabilities and limitations of large language models (LLMs) like ChatGPT and GPT-4 through tasks such as reasoning, summarization, and parsing. Improving alignment and control of LLMs through techniques like re...

arXiv research summaries for Computation and Language from October 24, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠here⁠⁠⁠⁠ . Today's research themes - LLM generated - fair warning! 😁 Machine Translation and Speech Recognition New methods were proposed for machine translation using large language models, including techniques for controlling gender bias and translating code bet...

arXiv research summaries for Computation and Language from October 23, 2023. You can find summaries and links to each article  ⁠⁠⁠here⁠⁠⁠ . The epic continuation!

arXiv research summaries for Computation and Language from October 23, 2023. You can find summaries and links to each article  ⁠⁠here⁠⁠ . Part 1?! Yep. There were that many submissions it the TTS engine wasn't having it 🤣 -Brad

arXiv research summaries for Computation and Language from October 22, 2023. You can find summaries and links to each article  ⁠⁠here⁠⁠ .

arXiv research summaries for Computation and Language from October 21, 2023. You can find summaries and links to each article  ⁠⁠here⁠⁠ .

arXiv research summaries for Computation and Language from October 20, 2023. You can find summaries and links to each article  ⁠⁠here⁠⁠ .

arXiv research summaries for Computation and Language from October 19, 2023. You can find summaries and links to each article  ⁠here⁠ .

arXiv research summaries for Computation and Language from October 18, 2023. You can find summaries and links to each article  here .

arXiv research summaries for Computation and Language from October 17, 2023. You can find summaries and links to each article  here .

arXiv research summaries for Computation and Language from October 16, 2023. You can find summaries and links to each article  here .