Large Language Models

NameGuess: Column Name Expansion for Tabular Data EMNLP 2023 Narrator or Character: Voice Modulation in an Expressive Multi-speaker TTS Interspeech 2023 Natural Language Decompositions of Implicit Content Enable Better Text Representations EMNLP 2023 Natural Language to Code Generation in Interactive Data Science Notebooks ACL 2023 Natural Response Generation for Chinese Reading Comprehension EMNLP 2023 NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval EMNLP 2023 Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023 Neuro-Symbolic Procedural Planning with Commonsense Prompting ICLR 2023 New Datasets and Controllable Iterative Data Augmentation Method for Code-switching ASR Error Correction EMNLP 2023 NEWTON: Are Large Language Models Capable of Physical Reasoning? EMNLP 2023 NL2LTL – a Python Package for Converting Natural Language (NL) Instructions to Linear Temporal Logic (LTL) Formulas AAAI 2023 NL2TL: Transforming Natural Languages to Temporal Logics using Large Language Models EMNLP 2023 NLMs: Augmenting Negation in Language Models EMNLP 2023 NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark EMNLP 2023 NLP Reproducibility For All: Understanding Experiences of Beginners ACL 2023 Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance EMNLP 2023 NormDial: A Comparable Bilingual Synthetic Dialog Dataset for Modeling Social Norm Adherence and Violation EMNLP 2023 Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023 Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023 Not Enough Data to Pre-train Your Language Model? MT to the Rescue! ACL 2023 NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation EMNLP 2023 NPIs Aren’t Exactly Easy: Variation in Licensing across Large Language Models EMNLP 2023 Numeric Magnitude Comparison Effects in Large Language Models ACL 2023 Octopus: A Multitask Model and Toolkit for Arabic Natural Language Generation EMNLP 2023 Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback EMNLP 2023