Papers
2,781 papers found
Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
Songyuan Sui, Hongyi Liu, Serena Liu et al.
Are LLMs Rigorous Logical Reasoners? Empowering Natural Language Proof Generation by Stepwise Decoding with Contrastive Learning
Ying Su, Mingwen Liu, Zhijiang Guo
Exploring Working Memory Capacity in LLMs: From Stressors to Human-Inspired Strategies
Eunjin Hong, Sumin Cho, Juae Kim
Doppelganger-JC: Benchmarking the LLMs’ Understanding of Cross-Lingual Homographs between Japanese and Chinese
Yuka Kitamura, Jiahao Huang, Akiko Aizawa
LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis
Favour Y. Aghaebe, Elizabeth A Williams, Tanefa Apekey et al.
Large Temporal Models: Unlocking Temporal Understanding in LLMs for Temporal Relation Classification
Omri Homburger, Kfir Bar
Interpreting the Effects of Quantization on LLMs
Manpreet Singh, Hassan Sajjad
Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers
Shashidhar Reddy Javaji, Yupeng Cao, Haohang Li et al.
Pragmatic Theories Enhance Understanding of Implied Meanings in LLMs
Takuma Sato, Seiya Kawano, Koichiro Yoshino
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning
Chalamalasetti Kranti, Sherzod Hakimov, David Schlangen
Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts
Preethi Seshadri, Hongyu Chen, Sameer Singh et al.
Do Persona-Infused LLMs Affect Performance in a Strategic Reasoning Game?
John Licato, Stephen Steinle
PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs
Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes et al.
To Labor is Not to Suffer: Exploration of Polarity Association Bias in LLMs for Sentiment Analysis
Jiyu Chen, Sarvnaz Karimi, Diego Molla et al.
Gatsby without the ‘E’: Creating Lipograms with LLMs
Nitish Gokulakrishnan, Rohan Balasubramanian, Syeda Jannatus Saba et al.
Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task?
Kunal Kingkar Das, Manoj Balaji Jagadeeshan, Nallani Chakravartula Sahith et al.
Broken Words, Broken Performance: Effect of Tokenization on Performance of LLMs
Sachin Pawar, Manoj Apte, Kshitij Jadhav et al.
LLMs Can Covertly Sandbag on Capability Evaluations Against Chain-of-Thought Monitoring
Chloe Li, Noah Y. Siegel
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment
Eshaan Tanwar, Subhabrata Dutta, Manish Borthakur et al.
The ROOTS Search Tool: Data Transparency for LLMs
Aleksandra Piktus, Christopher Akiki, Paulo Villegas et al.
Everything you need to know about Multilingual LLMs: Towards fair, performant and reliable models for languages of the world
Sunayana Sitaram, Monojit Choudhury, Barun Patra et al.
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation
Gibbeum Lee, Volker Hartmann, Jongho Park et al.
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation
Xingdi Yuan, Tong Wang, Yen-Hsiang Wang et al.
Evaluating Reading Comprehension Exercises Generated by LLMs: A Showcase of ChatGPT in Education Applications
Changrong Xiao, Sean Xin Xu, Kunpeng Zhang et al.
RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses
Alexis Baladón, Ignacio Sastre, Luis Chiruzzo et al.