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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts ACL 2024
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis EMNLP 2024
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models EMNLP 2024
AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies EMNLP 2024
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss EMNLP 2024
Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination EMNLP 2024
RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs EMNLP 2024
Simpson’s Paradox and the Accuracy-Fluency Tradeoff in Translation ACL 2024
Integrating Argumentation and Hate-Speech-based Techniques for Countering Misinformation EMNLP 2024
Contribution of Linguistic Typology to Universal Dependency Parsing: An Empirical Investigation EMNLP 2024
Towards Aligning Language Models with Textual Feedback EMNLP 2024
Incomplete Utterance Rewriting with Editing Operation Guidance and Utterance Augmentation EMNLP 2024
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models EMNLP 2024
Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024
Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024
Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons EMNLP 2024
PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data EMNLP 2024
On the Evaluation of Speech Foundation Models for Spoken Language Understanding ACL 2024
Using Language Models to Disambiguate Lexical Choices in Translation EMNLP 2024
CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding EMNLP 2024
Do LLMs Know to Respect Copyright Notice? EMNLP 2024
Predicting generalization performance with correctness discriminators EMNLP 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024