conftrace_
← Resources & Methods
Natural Language Processing › Resources & Methods ›

Large Language Models

9,067 papers

Papers per year

Papers

Limitations of Language Models in Arithmetic and Symbolic Induction ACL 2023
Learning Dynamic Contextualised Word Embeddings via Template-based Temporal Adaptation ACL 2023
GanLM: Encoder-Decoder Pre-training with an Auxiliary Discriminator ACL 2023
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023
SeeGULL: A Stereotype Benchmark with Broad Geo-Cultural Coverage Leveraging Generative Models ACL 2023
Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions ACL 2023
NLP Reproducibility For All: Understanding Experiences of Beginners ACL 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models ACL 2023
Rethinking Masked Language Modeling for Chinese Spelling Correction ACL 2023
How Do In-Context Examples Affect Compositional Generalization? ACL 2023
Is GPT-3 a Good Data Annotator? ACL 2023
How to Plant Trees in Language Models: Data and Architectural Effects on the Emergence of Syntactic Inductive Biases ACL 2023
Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ACL 2023
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL 2023
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models ACL 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale ACL 2023
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain ACL 2023
UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language ACL 2023
Downstream Datasets Make Surprisingly Good Pretraining Corpora ACL 2023
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages ACL 2023
What’s the Meaning of Superhuman Performance in Today’s NLU? ACL 2023
Understanding In-Context Learning via Supportive Pretraining Data ACL 2023
MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning ACL 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions ACL 2023
CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ACL 2023