Natural Language Inference

Verification and Refinement of Natural Language Explanations through LLM-Symbolic Theorem Proving EMNLP 2024 VerifyMatch: A Semi-Supervised Learning Paradigm for Natural Language Inference with Confidence-Aware MixUp EMNLP 2024 VideoGrounding-DINO: Towards Open-Vocabulary Spatio-Temporal Video Grounding CVPR 2024 ViHealthNLI: A Dataset for Vietnamese Natural Language Inference in Healthcare COLING 2024 When is a Metaphor Actually Novel? Annotating Metaphor Novelty in the Context of Automatic Metaphor Detection EACL 2024 Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues COLING 2024 Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? EMNLP 2024 WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts EACL 2024 XNLIeu: a dataset for cross-lingual NLI in Basque NAACL 2024 X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs NAACL 2024 YNU-HPCC at SemEval-2024 Task 2: Applying DeBERTa-v3-large to Safe Biomedical Natural Language Inference for Clinical Trials SemEval 2024 Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs ACL 2024 A Benchmark for Evaluating Machine Translation Metrics on Dialects without Standard Orthography EMNLP 2023 ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems ACL 2023 ActiveAED: A Human in the Loop Improves Annotation Error Detection ACL 2023 Adjective Scale Probe: Can Language Models Encode Formal Semantics Information? AAAI 2023 A fine-grained comparison of pragmatic language understanding in humans and language models ACL 2023 A Holistic Approach to Reference-Free Evaluation of Machine Translation ACL 2023 AlignScore: Evaluating Factual Consistency with A Unified Alignment Function ACL 2023 AMR-TST: Abstract Meaning Representation-based Text Style Transfer ACL 2023 Are Frequent Phrases Directly Retrieved like Idioms? An Investigation with Self-Paced Reading and Language Models EACL 2023 Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023 Argument mining as a multi-hop generative machine reading comprehension task EMNLP 2023 A Side-by-side Comparison of Transformers for Implicit Discourse Relation Classification ACL 2023 Assessing Monotonicity Reasoning in Dutch through Natural Language Inference EACL 2023