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Large Language Models

2678 directly classified papers

Papers per year

Papers

ClimateEval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change ACL 2025
CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review ACL 2025
Less Can be More: An Empirical Evaluation of Small and Large Language Models for Sentence-level Claim Detection ACL 2025
The 2nd Automated Verification of Textual Claims (AVeriTeC) Shared Task: Open-weights, Reproducible and Efficient Systems ACL 2025
Low-resource Buryat-Russian neural machine translation ACL 2025
Towards Comprehensive Evaluation of Open-Source Language Models: A Multi-Dimensional, User-Driven Approach ACL 2025
The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation ACL 2025
Does Biomedical Training Lead to Better Medical Performance? ACL 2025
SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025
Modeling the One-to-Many Property in Open-Domain Dialogue with LLMs ACL 2025
CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ACL 2025
Curse of bilinguality: Evaluating monolingual and bilingual language models on Chinese linguistic benchmarks ACL 2025
NAIST Offline Speech Translation System for IWSLT 2025 ACL 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025
Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval ACL 2025
ClimateCheck2025: Multi-Stage Retrieval Meets LLMs for Automated Scientfic Fact-Checking ACL 2025
Overview of the SciHal25 Shared Task on Hallucination Detection for Scientific Content ACL 2025
Detecting Hallucinations in Scientific Claims by Combining Prompting Strategies and Internal State Classification ACL 2025
FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages ACL 2025
RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025
TableKV: KV Cache Compression for In-Context Table Processing ACL 2025
Framing the Language: Fine-Tuning Gemma 3 for Manipulation Detection ACL 2025
GBEM-UA: Gender Bias Evaluation and Mitigation for Ukrainian Large Language Models ACL 2025
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025