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Large Language Models

2678 directly classified papers

Papers per year

Papers

Examining Large Pre-Trained Language Models for Machine Translation: What You Don’t Know about It EMNLP 2022
Detecting Label Errors by Using Pre-Trained Language Models EMNLP 2022
Few-shot Learning with Multilingual Generative Language Models EMNLP 2022
Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 2022
On the Calibration of Massively Multilingual Language Models EMNLP 2022
The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models EMNLP 2022
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation EMNLP 2022
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations EMNLP 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models EMNLP 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022
NaturalProver: Grounded Mathematical Proof Generation with Language Models NIPS 2022
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NIPS 2022
STaR: Bootstrapping Reasoning With Reasoning NIPS 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NIPS 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models NIPS 2022
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models NIPS 2022
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment NIPS 2022
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models NIPS 2022
Differentially Private Model Compression NIPS 2022
An empirical analysis of compute-optimal large language model training NIPS 2022
GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale NIPS 2022
The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset NIPS 2022
Autoformalization with Large Language Models NIPS 2022
You can’t pick your neighbors, or can you? When and How to Rely on Retrieval in the kNN-LM EMNLP 2022
On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022