← Core AI
Artificial Intelligence › Core AI ›

Foundation Models

4845 directly classified papers

Papers per year

Papers

IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025
GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025
Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment ACL 2025
Towards Reliable Large Audio Language Model ACL 2025
AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025
Analyzing the Linguistic Priors of Language Models with Synthetic Languages ACL 2025
Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025
Language Model Probabilities are Not Calibrated in Numeric Contexts ACL 2025
Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025
Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025
Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks ACL 2025
An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 ACL 2025
EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ACL 2025
Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding CONLL 2025
What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models CONLL 2025
s1: Simple test-time scaling EMNLP 2025
Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency CONLL 2025
An Appraisal Theoretic Approach to Modelling Affect Flow in Conversation Corpora CONLL 2025
Construction Identification and Disambiguation Using BERT: A Case Study of NPN CONLL 2025
Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting CONLL 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization CONLL 2025
Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs EMNLP 2025
Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models EMNLP 2025
Deliberate Reasoning in Language Models as Structure-Aware Planning with an Accurate World Model ACL 2025