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Large Language Models

102 directly classified papers

Papers per year

Papers

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
Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025
Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025
LLM-OREF: An Open Relation Extraction Framework Based on Large Language Models EMNLP 2025
Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025
ATLANTIS: Weak-to-Strong Learning via Importance Sampling ACL 2025
DweshVaani: An LLM for Detecting Religious Hate Speech in Code-Mixed Hindi-English COLING 2025
Studying the capabilities of Large Language Models in solving Combinatorics Problems posed in Hindi COLING 2025
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025
Enhancing Participatory Development Research in South Asia through LLM Agents System: An Empirically-Grounded Methodological Initiative and Agenda from Field Evidence in Sri Lankan COLING 2025
Structured Tender Entities Extraction from Complex Tables with Few-short Learning COLING 2025
An empirical study of validating synthetic data for formula generation NAACL 2025
NarraDetect: An annotated dataset for the task of narrative detection NAACL 2025
FedDQC: Data Quality Control in Federated Instruction-tuning of Large Language Models ACL 2025
Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text Summarization COLING 2025
SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025
Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025
Enhancing Relation Extraction via Supervised Rationale Verification and Feedback AAAI 2025
Data with High and Consistent Preference Difference Are Better for Reward Model AAAI 2025
Stream Aligner: Efficient Sentence-Level Alignment via Distribution Induction AAAI 2025
Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling AAAI 2025
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs COLING 2025
GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025