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Theory

4950 directly classified papers

Papers per year

Papers

Are Large Language Models (LLMs) Good Social Predictors? EMNLP 2024
Scaling Laws for Linear Complexity Language Models EMNLP 2024
A Controlled Reevaluation of Coreference Resolution Models COLING 2024
Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions COLING 2024
Unpacking Bias: An Empirical Study of Bias Measurement Metrics, Mitigation Algorithms, and Their Interactions COLING 2024
On the Computation of Example-Based Abductive Explanations for Random Forests IJCAI 2024
Optimal Auction Design with User Coupons in Advertising Systems IJCAI 2024
Vulnerabilities of Single-Round Incentive Compatibility in Auto-bidding: Theory and Evidence from ROI-Constrained Online Advertising Markets IJCAI 2024
Vygotsky Distance: Measure for Benchmark Task Similarity COLING 2024
Individual Causal Structure Learning from Population Data IJCAI 2024
Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs) COLING 2024
Reproduction & Benchmarking of German Text Simplification Systems COLING 2024
Eval-UA-tion 1.0: Benchmark for Evaluating Ukrainian (Large) Language Models COLING 2024
How Hard Is It to Impact the Impact of Your Paper? IJCAI 2024
Optimal Extended Formulations from Optimal Dynamic Programming Algorithms IJCAI 2024
Updates on the Complexity of SHAP Scores IJCAI 2024
Selectively Answering Visual Questions ACL 2024
Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks ACL 2024
Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing NAACL 2024
Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories IJCAI 2024
Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations INTERSPEECH 2024
Computational Complexity of Verifying the Group No-show Paradox IJCAI 2024
Guide to Numerical Experiments on Elections in Computational Social Choice IJCAI 2024
Concentration Tail-Bound Analysis of Coevolutionary and Bandit Learning Algorithms IJCAI 2024
The Role of Over-Parameterization in Machine Learning – the Good, the Bad, the Ugly AAAI 2024