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Natural Language Inference

918 directly classified papers

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Overcoming Poor Word Embeddings with Word Definitions ACL 2021
Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings EMNLP 2021
Semantics-Aware Inferential Network for Natural Language Understanding AAAI 2021
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling ACL 2021
Table-based Fact Verification With Salience-aware Learning EMNLP 2021
Neural Unification for Logic Reasoning over Natural Language EMNLP 2021
Can NLI Models Verify QA Systems’ Predictions? EMNLP 2021
TabPert : An Effective Platform for Tabular Perturbation EMNLP 2021
Multivalent Entailment Graphs for Question Answering EMNLP 2021
Q2: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering EMNLP 2021
Continuous Entailment Patterns for Lexical Inference in Context EMNLP 2021
QuestEval: Summarization Asks for Fact-based Evaluation EMNLP 2021
SPECTRA: Sparse Structured Text Rationalization EMNLP 2021
Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP 2021
Diagnosing the First-Order Logical Reasoning Ability Through LogicNLI EMNLP 2021
FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation EMNLP 2021
Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options AACL 2020
Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations EMNLP 2020
Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution EMNLP 2020
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences ACL 2020
An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference CONLL 2020
Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese ACL 2020
Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions ACL 2020
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL 2020
Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition ACL 2020