conftrace_

Resources & Methods

16,196 papers (36 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Large Language Models (9,341) Multilingual NLP (4,318) Text Representation (2,156) Lexical Semantics (710) Knowledge Editing (465) Transfer Learning (442) Prompt Engineering (128) Multimodal NLP (117) Pretraining (101)

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Papers (including subtopics)

MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024 MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models AAAI 2024 MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NeurIPS 2024 MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024 Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress? EMNLP 2024 MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024 MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning NeurIPS 2024 MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024 mEdIT: Multilingual Text Editing via Instruction Tuning NAACL 2024 MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical Journey NeurIPS 2024 MedMT5: An Open-Source Multilingual Text-to-Text LLM for the Medical Domain COLING 2024 MedQA-SWE - a Clinical Question & Answer Dataset for Swedish COLING 2024 MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering ACL 2024 MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models NeurIPS 2024 MEGAnno+: A Human-LLM Collaborative Annotation System EACL 2024 MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs NSDI 2024 MEGAVERSE: Benchmarking Large Language Models Across Languages, Modalities, Models and Tasks NAACL 2024 Mela at ArAIEval Shared Task: Propagandistic Techniques Detection in Arabic with a Multilingual Approach ACL 2024 MELA: Multilingual Evaluation of Linguistic Acceptability ACL 2024 MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024 MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024 MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing ACL 2024 Memorizing Documents with Guidance in Large Language Models IJCAI 2024 Memory Augmented Language Models through Mixture of Word Experts NAACL 2024 MemoryBank: Enhancing Large Language Models with Long-Term Memory AAAI 2024