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Large Language Models

102 directly classified papers

Papers per year

Papers

Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
Structured Tender Entities Extraction from Complex Tables with Few-short Learning COLING 2025
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
An empirical study of validating synthetic data for formula generation NAACL 2025
LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025
NarraDetect: An annotated dataset for the task of narrative detection NAACL 2025
Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025
FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models ACL 2025
Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025
Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text Summarization COLING 2025
MuseScorer: Idea Originality Scoring At Scale EMNLP 2025
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025
Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements EMNLP 2025
ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025
Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025
Personalized Text Generation with Contrastive Activation Steering ACL 2025
LLMs can Perform Multi-Dimensional Analytic Writing Assessments: A Case Study of L2 Graduate-Level Academic English Writing ACL 2025
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025
Quantifying Semantic Emergence in Language Models ACL 2025
QDTSynth: Quality-Driven Formal Theorem Synthesis for Enhancing Proving Performance of LLMs ACL 2025
QAEval: Mixture of Evaluators for Question-Answering Task Evaluation ACL 2025
Debiasing the Fine-Grained Classification Task in LLMs with Bias-Aware PEFT ACL 2025
AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark ACL 2025
From Lists to Emojis: How Format Bias Affects Model Alignment ACL 2025
GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems EMNLP 2025