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Who cites «Abductive Commonsense Reasoning»

274 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

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  1. AI4PC-Howard University at SemEval-2026 Task 12: Evidence-Guided Abductive Scoring with Option-Conditioned Retrieval and Constrained LLM Evaluation — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  2. AILS-NTUA at SemEval-2026 Task 12: Graph-Based Retrieval and Reflective Prompting for Abductive Event Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  3. ArgBench: Benchmarking LLMs on Computational Argumentation Tasks — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  4. Arguments that Alter Minds: LLM Rationales Sway Human (and LLM) Notions of Plausibility — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  5. BBgame at SemEval-2026 Task 12: Small Lanugage Model Fintuning for Abductive Event Reasoning task — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  6. CEDAR-GRPO: Process-Aware Reinforcement Learning for General Abductive Reasoning in LLMs — 2026 · arXiv:2608.14791
  7. DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
  8. Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  9. Do Language Models Know Theo Has a Wife? Investigating the Proviso Problem — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  10. Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  11. EVADE: LLM-Based Explanation Generation and Validation for Error Detection in NLI — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  12. HCMUS RepeatedGames at SemEval-2026 Task 12: CausalRAG: Synergizing Causal Graph Retrieval and Extended LoRA for Abductive Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  13. Humans and LLMs Diverge on Probabilistic Inferences — 2026 · Transactions of the Association for Computational Linguistics
  14. KDW at SemEval-2026 Task 12: Logic-Driven Distillation with Knowledge Graphs for Efficient Abductive Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  15. Knowledge Vector of Logical Reasoning in Large Language Models — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  16. Linear Probes Detect Task Format, Not Reasoning Mode in Language Model Hidden States — 2026 · Proceedings of the 6th Workshop on Trustworthy NLP (TrustNLP 2026)
  17. OseiBrefo-Liang at SemEval-2026 Task 12: Hybrid Causal Knowledge Graphs and Neural-Symbolic Policy Optimisation for Abductive Event Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  18. Paradise at SemEval-2026 Task 12: Leveraging Instruction-Tuned Large Language Models with Chain-of-Thought Prompting for Abductive Event Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  19. Reasoning in a Combinatorial and Constrained World: Benchmarking LLMs on Natural-Language Combinatorial Optimization — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  20. SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  21. SemEval-2026 Task 12: Knowledge Graph with hyperbolic embedding in Abductive Event Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  22. Social Story Frames: Contextual Reasoning about Narrative Intent and Reception — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  23. Synthetic Data Generation for Training Diversified Commonsense Reasoning Models — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  24. Team YTY at SemEval 2026 task 12: Option-Aware Retrieval and Cross-Encoder Reasoning Framework for Abductive Event Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  25. The Validity of Coreference-based Evaluations of Natural Language Understanding — 2026 · arXiv:2602.16200
  26. Vinclat: Evaluating Reasoning, Cognition and Culture in One Game — 2026 · Proceedings of the First Workshop on Multilingual Multicultural Evaluation
  27. X-NLP at SemEval-2026 Task 12: Prompting LLMs for Abductive Event Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  28. YNU-HPCC at SemEval-2026 Task 12: Retrieval-Guided Reasoning with Teacher Distillation for Abductive Event Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  29. d-itlab at SemEval-2026 Task 12: Per-Option Surprisal and Multi-Stage Gating for Precision-Oriented Causal Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  30. sutta at SemEval-2026 Task 12: A Multi-Perspective Retrieve-Verify-Aggregate Framework for Abductive Event Reasoning — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
  31. Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
  32. Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  33. Beyond Surface Simplicity: Revealing Hidden Reasoning Attributes for Precise Commonsense Diagnosis — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  34. CausalEval: Towards Better Causal Reasoning in Language Models — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  35. CoRE: Condition-based Reasoning for Identifying Outcome Variance in Complex Events — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
  36. ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
  37. Eliciting and Improving the Causal Reasoning Abilities of Large Language Models with Conditional Statements — 2025 · Computational Linguistics
  38. Entailed Between the Lines: Incorporating Implication into NLI — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  39. Evaluating Defeasible Reasoning in LLMs with DEFREASING — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  40. From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models — 2025 · arXiv:2505.21935
  41. Glider: Global and Local Instruction-Driven Expert Router — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
  42. GroundCocoa: A Benchmark for Evaluating Compositional & Conditional Reasoning in Language Models — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  43. HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
  44. Insight discovery in structured data — 2025 · Proceedings of the 1st Workshop for Young Researchers in Natural Language Generation
  45. Let''s CONFER: A Dataset for Evaluating Natural Language Inference Models on CONditional InFERence and Presupposition — 2025 · arXiv:2506.06133
  46. LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
  47. Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  48. MMTEB: Massive Multilingual Text Embedding Benchmark — 2025 · arXiv:2502.13595
  49. Multi-step or Direct: A Proactive Home-Assistant System Based on Commonsense Reasoning — 2025 · Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue
  50. MultiLogicNMR(er): A Benchmark and Neural-Symbolic Framework for Non-monotonic Reasoning with Multiple Extensions — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
  51. Multimodal UNcommonsense: From Odd to Ordinary and Ordinary to Odd — 2025 · Findings of the Association for Computational Linguistics: EMNLP 2025
  52. Natural Language Reasoning in Large Language Models: Analysis and Evaluation — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
  53. On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions — 2025 · Findings of the Association for Computational Linguistics: EMNLP 2025
  54. Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos — 2025 · arXiv:2506.05302
  55. STRICTA: Structured Reasoning in Critical Text Assessment for Peer Review and Beyond — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  56. The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  57. An Incomplete Loop: Deductive, Inductive, and Abductive Reasoning in Language Models — 2024 · arXiv:2404.03028
  58. Appraisal Framework for Clinical Empathy: A Novel Application to Breaking Bad News Conversations — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  59. Aquila2 Technical Report — 2024 · arXiv:2408.07410
  60. Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  61. Are LLMs classical or nonmonotonic reasoners? Lessons from generics — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
  62. Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  63. Belief Revision: The Adaptability of Large Language Models Reasoning — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
  64. CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  65. CLOMO: Counterfactual Logical Modification with Large Language Models — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  66. Can Humans Identify Domains? — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  67. Compare without Despair: Reliable Preference Evaluation with Generation Separability — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  68. Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  69. DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  70. DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  71. Digital Socrates: Evaluating LLMs through Explanation Critiques — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  72. Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
  73. EconNLI: Evaluating Large Language Models on Economics Reasoning — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  74. Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus — 2024 · arXiv:2411.12498
  75. EpLSA: Synergy of Expert-prefix Mixtures and Task-Oriented Latent Space Adaptation for Diverse Generative Reasoning — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  76. Epistemology of Language Models: Do Language Models Have Holistic Knowledge? — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  77. Every Answer Matters: Evaluating Commonsense with Probabilistic Measures — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  78. Exploring Defeasibility in Causal Reasoning — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  79. Foundational Challenges in Assuring Alignment and Safety of Large Language Models — 2024 · arXiv:2404.09932
  80. Generating Contrastive Narratives Using the Brownian Bridge Process for Narrative Coherence Learning — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  81. Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  82. How Often Are Errors in Natural Language Reasoning Due to Paraphrastic Variability? — 2024 · Transactions of the Association for Computational Linguistics
  83. Improving Language Model Reasoning with Self-motivated Learning — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  84. KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  85. Language Models as Inductive Reasoners — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
  86. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses — 2024 · arXiv:2410.07076
  87. Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance — 2024 · arXiv:2403.09085
  88. Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  89. Multi-Task Learning with Adapters for Plausibility Prediction: Bridging the Gap or Falling into the Trenches? — 2024 · Proceedings of the Fifth Workshop on Insights from Negative Results in NLP
  90. Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  91. PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
  92. Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  93. Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  94. Time-aware COMET: A Commonsense Knowledge Model with Temporal Knowledge — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  95. UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  96. VariErr NLI: Separating Annotation Error from Human Label Variation — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  97. When Parts Are Greater Than Sums: Individual LLM Components Can Outperform Full Models — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
  98. Zero-shot Commonsense Reasoning over Machine Imagination — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
  99. tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  100. A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity — 2023 · arXiv:2302.04023

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