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Foundation Models

4845 directly classified papers

Papers per year

Papers

FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025
TeXpert: A Multi-Level Benchmark for Evaluating LaTeX Code Generation by LLMs ACL 2025
CCNU at SemEval-2025 Task 3: Leveraging Internal and External Knowledge of Large Language Models for Multilingual Hallucination Annotation ACL 2025
Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs ACL 2025
UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection ACL 2025
HU at SemEval-2025 Task 9: Leveraging LLM-Based Data Augmentation for Class Imbalance ACL 2025
Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025
Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025
Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff ACL 2025
In-Domain African Languages Translation Using LLMs and Multi-armed Bandits ACL 2025
Multi-Agent LLM Debate Unveils the Premise Left Unsaid ACL 2025
TriLLaMa at CQs-Gen 2025: A Two-Stage LLM-Based System for Critical Question Generation ACL 2025
LLMs for Detection and Classification of Persuasion Techniques in Slavic Parliamentary Debates and Social Media Texts ACL 2025
Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency ACL 2025
EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification ACL 2025
Evaluating LLMs with Multiple Problems at once ACL 2025
Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025
ClimateCheck2025: Multi-Stage Retrieval Meets LLMs for Automated Scientfic Fact-Checking ACL 2025
GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification ACL 2025
QM-AI at SemEval-2025 Task 6: an Ensemble of BERT Models for Promise Identification in ESG Context ACL 2025
GPLSICORTEX at SemEval-2025 Task 10: Leveraging Intentions for Generating Narrative Extractions ACL 2025
CICL at SemEval-2025 Task 9: A Pilot Study on Different Machine Learning Models for Food Hazard Detection Challenge ACL 2025
LATE-GIL-nlp at Semeval-2025 Task 10: Exploring LLMs and transformers for Characterization and extraction of narratives from online news ACL 2025
RSSN at SemEval-2025 Task 11: Optimizing Multi-Label Emotion Detection with Transformer-Based Models and Threshold Tuning ACL 2025