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Foundation Models

4845 directly classified papers

Papers per year

Papers

SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection ACL 2025

BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025

HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection ACL 2025

Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025

Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025

Breaking the Self-Evaluation Barrier: Reinforced Neuro-Symbolic Planning with Large Language Models IJCAI 2025

Demystifying Small Language Models for Edge Deployment ACL 2025

SATBench: Benchmarking LLMs’ Logical Reasoning via Automated Puzzle Generation from SAT Formulas EMNLP 2025

Linguistic Generalizability of Test-Time Scaling in Mathematical Reasoning ACL 2025

POLO: An LLM-Powered Project-Level Code Performance Optimization Framework IJCAI 2025

CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations ACL 2025

TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025

SwiLTra-Bench: The Swiss Legal Translation Benchmark ACL 2025

Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025

RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025

NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025

Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ACL 2025

SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph IJCAI 2025

Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025

Select-then-Route : Taxonomy guided Routing for LLMs EMNLP 2025

Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025

Towards the Terminator Economy: Assessing Job Exposure to AI Through LLMs IJCAI 2025

AUTOSUMM: A Comprehensive Framework for LLM-Based Conversation Summarization ACL 2025

Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025

KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025