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Large Language Models

6405 directly classified papers

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Papers

POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023
Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis EMNLP 2023
Can Large Language Models Capture Dissenting Human Voices? EMNLP 2023
DecoMT: Decomposed Prompting for Machine Translation Between Related Languages using Large Language Models EMNLP 2023
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023
Can We Edit Factual Knowledge by In-Context Learning? EMNLP 2023
Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs Through a Global Prompt Hacking Competition EMNLP 2023
Prompting is not a substitute for probability measurements in large language models EMNLP 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models EMNLP 2023
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter EMNLP 2023
Exploring Chain of Thought Style Prompting for Text-to-SQL EMNLP 2023
Harnessing Black-Box Control to Boost Commonsense in LM’s Generation EMNLP 2023
Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback EMNLP 2023
Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP 2023
Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels EMNLP 2023
Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models EMNLP 2023
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought EMNLP 2023
ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation EMNLP 2023
A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection EMNLP 2023
Information Extraction from Legal Wills: How Well Does GPT-4 Do? EMNLP 2023
Reasoning about Ambiguous Definite Descriptions EMNLP 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation EMNLP 2023
InteMATs: Integrating Granularity-Specific Multilingual Adapters for Cross-Lingual Transfer EMNLP 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection EMNLP 2023