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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

Incomplete Utterance Rewriting with Editing Operation Guidance and Utterance Augmentation EMNLP 2024
Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons EMNLP 2024
Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024
Using Language Models to Disambiguate Lexical Choices in Translation EMNLP 2024
Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum AAAI 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024
PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data EMNLP 2024
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension EMNLP 2024
See Say and Segment: Teaching LMMs to Overcome False Premises CVPR 2024
PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024
Overview of the Context24 Shared Task on Contextualizing Scientific Claims ACL 2024
Challenging Error Correction in Recognised Byzantine Greek ACL 2024
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation AAAI 2024
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024
Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024
Characterizing Information Seeking Events in Health-Related Social Discourse AAAI 2024
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024
Predicate Sense Disambiguation for UMR Annotation of Latin: Challenges and Insights ACL 2024
Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024
MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling ACL 2024
RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs EMNLP 2024
PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset ACL 2024
AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies EMNLP 2024
On the Evaluation of Speech Foundation Models for Spoken Language Understanding ACL 2024