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Large Language Models

6405 directly classified papers

Papers per year

Papers

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025
Exploring Limitations of LLM Capabilities with Multi-Problem Evaluation NAACL 2025
Evaluating Robustness of LLMs to Numerical Variations in Mathematical Reasoning NAACL 2025
Generating Tables from the Parametric Knowledge of Language Models NAACL 2025
GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets NAACL 2025
Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation NAACL 2025
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025
LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs NAACL 2025
StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering NAACL 2025
EKRAG: Benchmark RAG for Enterprise Knowledge Question Answering NAACL 2025
Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs NAACL 2025
A Novel Multi-Document Retrieval Benchmark: Journalist Source-Selection in Newswriting NAACL 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation NAACL 2025
Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025
Expertly Informed, Generatively Summarized: A Hybrid RAG Approach to Informed Consent Summarization with Auxiliary Expert Knowledge NAACL 2025
ClaimCheck: Automatic Fact-Checking of Textual Claims using Web Evidence NAACL 2025
Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025
DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025
Evaluating LLM-Prompting for Sequence Labeling Tasks in Computational Literary Studies NAACL 2025
AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers NAACL 2025
Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025
LLMs for Translation: Historical, Low-Resourced Languages and Contemporary AI Models NAACL 2025
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025