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Large Language Models

9067 directly classified papers

Papers per year

Papers

LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content NAACL 2025
Multi-Prompting Decoder Helps Better Language Understanding ACL 2025
DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia NAACL 2025
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers NAACL 2025
TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data ACL 2025
Dataground at SemEval-2025 Task 8: Small LLMs and Preference Optimization for Tabular QA ACL 2025
Robust Bias Detection in MLMs and its Application to Human Trait Ratings NAACL 2025
On the Path to Make Ukrainian a High-Resource Language ACL 2025
SBU-NLP at SemEval-2025 Task 8: Self-Correction and Collaboration in LLMs for Tabular Question Answering ACL 2025
Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks NAACL 2025
How Inclusively do LMs Perceive Social and Moral Norms? NAACL 2025
Task Calibration: Calibrating Large Language Models on Inference Tasks ACL 2025
MALAMUTE: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset ACL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025
LLMScan: Causal Scan for LLM Misbehavior Detection ICML 2025
Injecting Structured Knowledge into LLMs via Graph Neural Networks ACL 2025
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025
LITERA: An LLM Based Approach to Latin-to-English Translation NAACL 2025
LLM Based Efficient CSR Summarization using Structured Fact Extraction and Feedback NAACL 2025
“The Facts Speak for Themselves”: GPT and Fallacy Classification ACL 2025
Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025