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Large Language Models

7,668 papers

Papers per year

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188
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1910
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Papers

Measuring and Narrowing the Compositionality Gap in Language Models EMNLP 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023
Prompt-Based Editing for Text Style Transfer EMNLP 2023
ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models EMNLP 2023
Aligning Language Models to User Opinions EMNLP 2023
Probing LLMs for hate speech detection: strengths and vulnerabilities EMNLP 2023
Finding Support Examples for In-Context Learning EMNLP 2023
Strong and Efficient Baselines for Open Domain Conversational Question Answering EMNLP 2023
Efficient Continue Training of Temporal Language Model with Structural Information EMNLP 2023
Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements EMNLP 2023
GPT Deciphering Fedspeak: Quantifying Dissent Among Hawks and Doves EMNLP 2023
MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023
Toward Joint Language Modeling for Speech Units and Text EMNLP 2023
PerturbScore: Connecting Discrete and Continuous Perturbations in NLP EMNLP 2023
InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models EMNLP 2023
The student becomes the master: Outperforming GPT3 on Scientific Factual Error Correction EMNLP 2023
Towards large language model-based personal agents in the enterprise: Current trends and open problems EMNLP 2023
CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models EMNLP 2023
Evaluating Verifiability in Generative Search Engines EMNLP 2023
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering EMNLP 2023
Leveraging Multiple Teachers for Test-Time Adaptation of Language-Guided Classifiers EMNLP 2023
Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023
Probing LLMs for Joint Encoding of Linguistic Categories EMNLP 2023
On Robustness of Finetuned Transformer-based NLP Models EMNLP 2023
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing EMNLP 2023