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Large Language Models

2678 directly classified papers

Papers per year

Papers

Benchmarking Large Language Model Capabilities for Conditional Generation ACL 2023
Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM’s Translation Capability ACL 2023
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023
Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions ACL 2023
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale ACL 2023
DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ACL 2023
Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models ACL 2023
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion ACL 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023
Prompting PaLM for Translation: Assessing Strategies and Performance ACL 2023
Revisiting Relation Extraction in the era of Large Language Models ACL 2023
Can Large Language Models Be an Alternative to Human Evaluations? ACL 2023
Crosslingual Generalization through Multitask Finetuning ACL 2023
Counterfactual reasoning: Testing language models’ understanding of hypothetical scenarios ACL 2023
Do GPTs Produce Less Literal Translations? ACL 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development ACL 2023
The ROOTS Search Tool: Data Transparency for LLMs ACL 2023
Petals: Collaborative Inference and Fine-tuning of Large Models ACL 2023
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023
LMs stand their Ground: Investigating the Effect of Embodiment in Figurative Language Interpretation by Language Models ACL 2023
Reimagining Retrieval Augmented Language Models for Answering Queries ACL 2023
ALCUNA: Large Language Models Meet New Knowledge EMNLP 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP 2023
We’re Afraid Language Models Aren’t Modeling Ambiguity EMNLP 2023