This study presents an approach for detecting connective language-defined as language that facilitates engagement, understanding, and conversation-from social media *** developed and evaluated two types of classifiers...
详细信息
Recent advances have led to the availability of many pre-trained language models (PLMs);however, a question that remains is how much data is truly needed to fine-tune PLMs for downstream tasks? In this work, we introd...
详细信息
Commercially available models dominate academic leaderboards. While impressive, this has concentrated research on creating and adapting general-purpose models to improve NLP leaderboard standings for large language mo...
详细信息
Unsupervised parsing, also known as grammar induction, aims to infer syntactic structure from raw text. Recently, binary representation has exhibited remarkable information-preserving capabilities at both lexicon and ...
详细信息
Large language models (LLMs), especially when instruction-tuned for chat, have become part of our daily lives, freeing people from the process of searching, extracting, and integrating information from multiple source...
详细信息
Large language models (LLMs) have shown excellent capability for solving reasoning problems. Existing approaches do not differentiate the question difficulty when designing prompting methods for them. Clearly, a simpl...
详细信息
In recent years, Large language Models (LLMs) have demonstrated remarkable capabilities across various domains. Within the training pipeline of LLMs, the Reinforcement Learning with Human Feedback (RLHF) phase is cruc...
详细信息
In-context learning (ICL) greatly improves the performance of large language models (LLMs) on various down-stream tasks, where the improvement highly depends on the quality of demonstrations. In this work, we introduc...
详细信息
Despite impressive performance on language modelling and complex reasoning tasks, Large language Models (LLMs) fall short on the same tasks in uncommon settings or with distribution shifts, exhibiting a lack of genera...
详细信息
This paper introduces Evalverse, a novel library that streamlines the evaluation of Large language Models (LLMs) by unifying disparate evaluation tools into a single, user-friendly framework. Evalverse enables individ...
详细信息
暂无评论