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Large Language Models

9,067 papers

Papers per year

Papers

ThinkSum: Probabilistic reasoning over sets using large language models ACL 2023
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023
Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL 2023
Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models ACL 2023
Instruction Induction: From Few Examples to Natural Language Task Descriptions ACL 2023
ELQA: A Corpus of Metalinguistic Questions and Answers about English ACL 2023
SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL 2023
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue ACL 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In ACL 2023
RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models ACL 2023
Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters ACL 2023
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning ACL 2023
Do PLMs Know and Understand Ontological Knowledge? ACL 2023
HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation ACL 2023
Decoding Symbolism in Language Models ACL 2023
A Survey on Zero Pronoun Translation ACL 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling ACL 2023
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction ACL 2023
Query Structure Modeling for Inductive Logical Reasoning Over Knowledge Graphs ACL 2023
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023
Reasoning with Language Model Prompting: A Survey ACL 2023
Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge ACL 2023
Evaluating Open-Domain Question Answering in the Era of Large Language Models ACL 2023