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Large Language Models

9,067 papers

Papers per year

Papers

The Impact of Language on Arithmetic Proficiency: A Multilingual Investigation with Cross-Agent Checking Computation NAACL 2024
MuLan: A Study of Fact Mutability in Language Models NAACL 2024
On Narrative Question Answering Skills NAACL 2024
Breaking the Language Barrier: Can Direct Inference Outperform Pre-Translation in Multilingual LLM Applications? NAACL 2024
Low-code LLM: Graphical User Interface over Large Language Models NAACL 2024
OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs NAACL 2024
ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models NAACL 2024
LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues NAACL 2024
To Clarify or not to Clarify: A Comparative Analysis of Clarification Classification with Fine-Tuning, Prompt Tuning, and Prompt Engineering NAACL 2024
Investigating Web Corpus Filtering Methods for Language Model Development in Japanese NAACL 2024
Distilling Text Style Transfer With Self-Explanation From LLMs NAACL 2024
Coding Open-Ended Responses using Pseudo Response Generation by Large Language Models NAACL 2024
Cross-Task Generalization Abilities of Large Language Models NAACL 2024
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling NAACL 2024
Efficiently Distilling LLMs for Edge Applications NAACL 2024
Leveraging Natural Language Processing and Large Language Models for Assisting Due Diligence in the Legal Domain NAACL 2024
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators NAACL 2024
Fighting crime with Transformers: Empirical analysis of address parsing methods in payment data NAACL 2024
Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain NAACL 2024
Reducing hallucination in structured outputs via Retrieval-Augmented Generation NAACL 2024
Towards Translating Objective Product Attributes Into Customer Language NAACL 2024
Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain NAACL 2024
Leveraging LLMs for Dialogue Quality Measurement NAACL 2024
Uncertainty Estimation in Large Language Models to Support Biodiversity Conservation NAACL 2024
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization? NAACL 2024