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Theory

4950 directly classified papers

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Papers

REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction EMNLP 2025
Semantic Causality-Aware Vision-Based 3D Occupancy Prediction ICCV 2025
LLMs Are Not Intelligent Thinkers: Introducing Mathematical Topic Tree Benchmark for Comprehensive Evaluation of LLMs NAACL 2025
An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025
Reliability of Topic Modeling NAACL 2025
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ACL 2025
Benchmarking Language Model Creativity: A Case Study on Code Generation NAACL 2025
What Do Machine Learning Researchers Mean by “Reproducible”? AAAI 2025
NovAScore: A New Automated Metric for Evaluating Document Level Novelty COLING 2025
Efficient Solutions For An Intriguing Failure of LLMs: Long Context Window Does Not Mean LLMs Can Analyze Long Sequences Flawlessly COLING 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning COLING 2025
Arena-lite: Efficient and Reliable Large Language Model Evaluation via Tournament-Based Direct Comparisons EMNLP 2025
Unstable Grounds for Beautiful Trees? Testing the Robustness of Concept Translations in the Compilation of Multilingual Wordlists ACL 2025
When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models EMNLP 2025
Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation EMNLP 2025
Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness NAACL 2025
On the Distortion of Committee Election with 1-Euclidean Preferences and Few Distance Queries AAAI 2025
Stress-Testing the Reasoning Competence of Language Models With Formal Proofs EMNLP 2025
On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility IJCNLP 2025
Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities? ACL 2025
AssoCiAm: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity EMNLP 2025
Complete Symmetry Breaking for Finite Models AAAI 2025
Language Models Encode the Value of Numbers Linearly COLING 2025
Exploring Backdoor Vulnerabilities of Chat Models COLING 2025
Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025