TechcraftingAI NLP

arXiv NLP research summaries for December 2, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Leveraging large language models for question generation and text classification Adapting general language models for domain-specific tasks like medicine Detecting and analyzing stress leve...

arXiv NLP research summaries for December 1, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Investigating reasoning capability of large language models using knowledge graphs Efficient training methods for large language models Legal judgment prediction using Japanese tort law case...

arXiv NLP research summaries for November 30, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Evaluating language models' capability for logical reasoning and explanation Improving semantic representations from sentence embeddings Using reasoning patterns and retrieval to improve q...

arXiv NLP research summaries for November 29, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Evaluating and improving robustness, safety and reliability of large language models. Using large language models for specialized domains and low-resource languages. Leveraging emotions, debate...

arXiv NLP research summaries for November 28, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Causal relationships between emotions and causes in text Medical text processing toolkit with generative functions Scaling political texts with GPT-4 Aligning text to label hierarchies for imbalan...

arXiv NLP research summaries for November 27, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Evaluating AI text generation quality and trustworthiness Improving neural retrieval with self-supervised learning Applying large language models to specialized domains Advancing multimodal capabili...

arXiv NLP research summaries for November 25, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Paraphrase generation using vector-quantized prompt learning Evaluating safety and accuracy of large language models in high-risk domains Improving empathy in dialog systems using emotion correlatio...

arXiv NLP research summaries for November 26, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Long and coherent text generation with control over length and completeness Incorporating syntactic structure into language models Leveraging qualitative data to improve stock market forecasting Eva...

arXiv NLP research summaries for November 24, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Evaluating simultaneous translation systems with duration-aware latency metrics. Using larger context representations to improve multilingual coreference resolution. Developing privacy-preserving neur...

arXiv NLP research summaries for November 23, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Debiasing large language models to mitigate gender, racial, and stereotypical biases. Enhancing task-oriented dialog systems with open-domain chitchat for more natural conversations. Auditing and miti...

arXiv NLP research summaries for November 22, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Enhancing hallucination detection in large language models via uncertainty modeling and focused token analysis Evaluating calibration of aligned language models across training stages and tasks Optimizi...

arXiv NLP research summaries for November 21, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Detecting machine-generated text to avoid misuse and properly attribute authorship Evaluating language models on multilingual tasks including low-resource and code-mixed languages Developing metrics to ev...

arXiv NLP research summaries for November 20, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Domain adaptation and transfer learning for language models Investigating safety and robustness of language models Improving efficiency of language model finetuning Leveraging language models for text analy...

arXiv NLP research summaries for November 19, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Mitigating unintended bias in controlled text generation Evaluating large language models for mental health applications Detecting faked and misspelled Chinese characters Generating stories using event and...

arXiv NLP research summaries for November 18, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Gender detection through name analysis Multimodal emotion recognition Efficient word representations for language models Modular transfer learning techniques Predicting student comprehension from brain sign...

arXiv NLP research summaries for November 17, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving domain-specific capabilities of large language models through knowledge mining and fine-tuning Comparing human and AI capabilities in reading comprehension and reasoning Analyzing internal mechanism...

arXiv research summaries for Computation and Language from November 16, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Evaluating LLMs on reasoning capabilities, instruction following and understanding complexity (e.g. math reasoning tests, temporal understanding) Improving LLMs through pretraining tec...

arXiv research summaries for Computation and Language from November 16, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Prompting strategies and optimizations for improving in-context learning in large language models Evaluating reasoning, consistency, and faithfulness in large language models through t...

arXiv research summaries for Computation and Language from November 15, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving multilingual capabilities of large language models through techniques like tuning strategies. Detecting and mitigating bias and hallucination issues in large language models. E...

arXiv research summaries for Computation and Language from November 15, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Another big research day! Today's research themes (AI summary) Evaluating language grounding and physical reasoning in multimodal language models Assessing knowledge editing capabilities of language models from a relation p...

arXiv research summaries for Computation and Language from November 14, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Evaluating and improving the reasoning capabilities of large language models through prompts and benchmarks. Enhancing multi-lingual language models, especially for low-resource languages....

arXiv research summaries for Computation and Language from November 13, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving safety, robustness, and interpretability of large language models through techniques like red teaming, uncertainty estimation, and neuron analysis. Evaluating capabilities and li...

arXiv research summaries for Computation and Language from November 12, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Enhancing reasoning capabilities of large language models through techniques like chain-of-thought prompting or multi-agent discussions. Improving cross-lingual transferability of models t...

arXiv research summaries for Computation and Language from November 11, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Improving language model performance on out-of-distribution data through techniques like counterfactual data augmentation. Mitigating language model bias and toxicity at inference time witho...

arXiv research summaries for Computation and Language from November 10, 2023. You can find summaries and links to each article  ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠here⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ . Today's research themes (AI summary) Fine-tuning and benchmarking large language models for specialized domains like medicine and finance. Evaluating safety, alignment, and Memorization in large language models. Incorporating kno...