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Reasoning

2595 directly classified papers

Papers per year

Papers

Language Models as Agent Models EMNLP 2022
Natural Language Deduction through Search over Statement Compositions EMNLP 2022
Opening up Minds with Argumentative Dialogues EMNLP 2022
Explicit Role Interaction Network for Event Argument Extraction EMNLP 2022
Inferring Implicit Relations in Complex Questions with Language Models EMNLP 2022
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation EMNLP 2022
Scientific and Creative Analogies in Pretrained Language Models EMNLP 2022
Can AMR Assist Legal and Logical Reasoning? EMNLP 2022
Language Models Are Poor Learners of Directional Inference EMNLP 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? EMNLP 2022
CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations EMNLP 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 2022
Structural generalization is hard for sequence-to-sequence models EMNLP 2022
DANLI: Deliberative Agent for Following Natural Language Instructions EMNLP 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP 2022
Successive Prompting for Decomposing Complex Questions EMNLP 2022
Using Commonsense Knowledge to Answer Why-Questions EMNLP 2022
Reasoning Like Program Executors EMNLP 2022
When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks EMNLP 2022
Generating Natural Language Proofs with Verifier-Guided Search EMNLP 2022
ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks EMNLP 2022
Capturing Global Structural Information in Long Document Question Answering with Compressive Graph Selector Network EMNLP 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression EMNLP 2022
Phase transitions in when feedback is useful NIPS 2022
Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs EMNLP 2022