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Reasoning

2595 directly classified papers

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Papers

Phase transitions in when feedback is useful NIPS 2022
LogicSolver: Towards Interpretable Math Word Problem Solving with Logical Prompt-enhanced Learning EMNLP 2022
Can Transformers Reason in Fragments of Natural Language? EMNLP 2022
Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding EMNLP 2022
Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs EMNLP 2022
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question Answering EMNLP 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives EMNLP 2022
System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning EMNLP 2022
Structure-Unified M-Tree Coding Solver for Math Word Problem EMNLP 2022
RobustLR: A Diagnostic Benchmark for Evaluating Logical Robustness of Deductive Reasoners EMNLP 2022
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation EMNLP 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
Defending Compositionality in Emergent Languages NAACL 2022
Explicit Use of Topicality in Dialogue Response Generation NAACL 2022
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering NAACL 2022
A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL 2022
RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022
Massive-scale Decoding for Text Generation using Lattices NAACL 2022
Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge NAACL 2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing NAACL 2022
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers NAACL 2022
A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning NAACL 2022
Dynamic Multistep Reasoning based on Video Scene Graph for Video Question Answering NAACL 2022
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-Checking NAACL 2022
Interpretable Proof Generation via Iterative Backward Reasoning NAACL 2022