Papers
2,781 papers found
Zero-shot Topical Text Classification with LLMs - an Experimental Study
Shai Gretz, Alon Halfon, Ilya Shnayderman et al.
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs
Hongru Wang, Rui Wang, Fei Mi et al.
BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs
Giuseppe Samo, Vivi Nastase, Chunyang Jiang et al.
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting
Haoyang Huang, Tianyi Tang, Dongdong Zhang et al.
LLMs – the Good, the Bad or the Indispensable?: A Use Case on Legal Statute Prediction and Legal Judgment Prediction on Indian Court Cases
Shaurya Vats, Atharva Zope, Somsubhra De et al.
Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs
Abhinav Rao, Aditi Khandelwal, Kumar Tanmay et al.
Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs
Chenyang Yang, Rishabh Rustogi, Rachel Brower-Sinning et al.
PaRaDe: Passage Ranking using Demonstrations with LLMs
Andrew Drozdov, Honglei Zhuang, Zhuyun Dai et al.
A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing
Carlos Gómez-Rodríguez, Paul Williams
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering
Inderjeet Nair, Shwetha Somasundaram, Apoorv Saxena et al.
Learning Interpretable Style Embeddings via Prompting LLMs
Ajay Patel, Delip Rao, Ansh Kothary et al.
Beyond English: Evaluating LLMs for Arabic Grammatical Error Correction
Sang Kwon, Gagan Bhatia, El Moatez Billah Nagoudi et al.
Analyzing Multilingual Competency of LLMs in Multi-Turn Instruction Following: A Case Study of Arabic
Sabri Boughorbel, Majd Hawasly
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity
Joseph Gatto, Omar Sharif, Parker Seegmiller et al.
Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs
Xue-Yong Fu, Md Tahmid Rahman Laskar, Cheng Chen et al.
Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA
Cheol Ryu, Seolhwa Lee, Subeen Pang et al.
Findings of the 2023 Conference on Machine Translation (WMT23): LLMs Are Here but Not Quite There Yet
Tom Kocmi, Eleftherios Avramidis, Rachel Bawden et al.
Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs
Longyue Wang, Zhaopeng Tu, Yan Gu et al.
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection
Xiangyu Zhang, Hexin Liu, Kaishuai Xu et al.
NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning
Eli Schwartz, Leshem Choshen, Joseph Shtok et al.
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs
Oded Ovadia, Menachem Brief, Moshik Mishaeli et al.
HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs
Jocelyn Shen, Joel Mire, Hae Won Park et al.
LLMs Are Zero-Shot Context-Aware Simultaneous Translators
Roman Koshkin, Katsuhito Sudoh, Satoshi Nakamura
ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings
Hao Wang, Hao Li, Minlie Huang et al.
CUTE: Measuring LLMs’ Understanding of Their Tokens
Lukas Edman, Helmut Schmid, Alexander Fraser