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Large Language Models

7,668 papers

Papers per year

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Papers

Mixture of Diverse Size Experts EMNLP 2024
Enhancing LLM Capabilities Beyond Scaling Up EMNLP 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024
General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction EMNLP 2024
Search if you don’t know! Knowledge-Augmented Korean Grammatical Error Correction with Large Language Models EMNLP 2024
Unleashing Large Language Models’ Proficiency in Zero-shot Essay Scoring EMNLP 2024
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024
CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity EMNLP 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM EMNLP 2024
SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent EMNLP 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024
Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity EMNLP 2024
EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning EMNLP 2024
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework EMNLP 2024
Learning to Paraphrase for Alignment with LLM Preference EMNLP 2024
Mirror-Consistency: Harnessing Inconsistency in Majority Voting EMNLP 2024
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP 2024
In-Context Former: Lightning-fast Compressing Context for Large Language Model EMNLP 2024
Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study EMNLP 2024
EvoR: Evolving Retrieval for Code Generation EMNLP 2024
Towards Explainable Computerized Adaptive Testing with Large Language Model EMNLP 2024
PSLM: Parallel Generation of Text and Speech with LLMs for Low-Latency Spoken Dialogue Systems EMNLP 2024
Are Large Language Models (LLMs) Good Social Predictors? EMNLP 2024
A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios EMNLP 2024
Typos that Broke the RAG’s Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations EMNLP 2024