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In-Context Learning

336 directly classified papers

Papers per year

Papers

Symbol tuning improves in-context learning in language models EMNLP 2023
Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning EMNLP 2023
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023
Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023
POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023
DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models EMNLP 2023
Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023
Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels EMNLP 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023
2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023
Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023
Finding Support Examples for In-Context Learning EMNLP 2023
Revisiting Large Language Models as Zero-shot Relation Extractors EMNLP 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation EMNLP 2023
DynaMaR: Dynamic Prompt with Mask Token Representation EMNLP 2022
What Makes Good In-Context Examples for GPT-3? ACL 2022
CORT: A New Baseline for Comparative Opinion Classification by Dual Prompts EMNLP 2022
On the Compositional Generalization Gap of In-Context Learning EMNLP 2022
Can language models learn from explanations in context? EMNLP 2022
Multilingual Social Media Text Generation and Evaluation with Few-Shot Prompting EMNLP 2022
Iteratively Prompt Pre-trained Language Models for Chain of Thought EMNLP 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks EMNLP 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP 2022
What GPT Knows About Who is Who ACL 2022