Reasoning

Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries EMNLP 2024 How Do Humans Write Code? Large Models Do It the Same Way Too EMNLP 2024 How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad NeurIPS 2024 HW-TSC at SemEval-2024 Task 5: Self-Eval? A Confident LLM System for Auto Prediction and Evaluation for the Legal Argument Reasoning Task SemEval 2024 HW-TSC at SemEval-2024 Task 9: Exploring Prompt Engineering Strategies for Brain Teaser Puzzles Through LLMs SemEval 2024 Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024 Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis ACL 2024 IIMAS at SemEval-2024 Task 9: A Comparative Approach for Brainteaser Solutions SemEval 2024 IITK at SemEval-2024 Task 10: Who is the speaker? Improving Emotion Recognition and Flip Reasoning in Conversations via Speaker Embeddings SemEval 2024 ImplicaTR: A Granular Dataset for Natural Language Inference and Pragmatic Reasoning in Turkish ACL 2024 Improve Diverse Commonsense Generation by Enhancing Subgraphs ACML 2024 Improve Student’s Reasoning Generalizability through Cascading Decomposed CoTs Distillation EMNLP 2024 Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning EMNLP 2024 Improving Large Language Models in Event Relation Logical Prediction ACL 2024 Improving Multi-Agent Debate with Sparse Communication Topology EMNLP 2024 Improving Neural Logic Machines via Failure Reflection ICML 2024 Improving Open-Ended Text Generation via Adaptive Decoding ICML 2024 In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models EMNLP 2024 Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation AAAI 2024 Inference to the Best Explanation in Large Language Models ACL 2024 INFORMEDQX: Informed Conflict Detection for Over-Constrained Problems AAAI 2024 Insights into LLM Long-Context Failures: When Transformers Know but Don’t Tell EMNLP 2024 Integrated Systems for Computational Scientific Discovery AAAI 2024 InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context EMNLP 2024 Interpreting Temporal Knowledge Graph Reasoning (Student Abstract) AAAI 2024