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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

INDUS: Effective and Efficient Language Models for Scientific Applications EMNLP 2024 InFact: A Strong Baseline for Automated Fact-Checking EMNLP 2024 InferBR: A Natural Language Inference Dataset in Portuguese COLING 2024 Inference and Verbalization Functions During In-Context Learning EMNLP 2024 InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models NeurIPS 2024 InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management OSDI 2024 InFoBench: Evaluating Instruction Following Ability in Large Language Models ACL 2024 Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy CoNLL 2024 Information Parity: Measuring and Predicting the Multilingual Capabilities of Language Models EMNLP 2024 Information Re-Organization Improves Reasoning in Large Language Models NeurIPS 2024 INGEOTEC at SemEval-2024 Task 1: Bag of Words and Transformers SemEval 2024 INMT-Lite: Accelerating Low-Resource Language Data Collection via Offline Interactive Neural Machine Translation COLING 2024 InnovationEngineers@DravidianLangTech-EACL 2024: Sentimental Analysis of YouTube Comments in Tamil by using Machine Learning EACL 2024 InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions NAACL 2024 Insights into LLM Long-Context Failures: When Transformers Know but Don’t Tell EMNLP 2024 #InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models ICLR 2024 Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024 InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024 InstructEdit: Instruction-Based Knowledge Editing for Large Language Models IJCAI 2024 InstructEd: Soft-Instruction Tuning for Model Editing with Hops ACL 2024 InstructEval: Instruction-Tuned Text Evaluator from Human Preference ACL 2024 InstructEval: Systematic Evaluation of Instruction Selection Methods NAACL 2024 InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024 InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment ACL 2024 Instruction Data Generation and Unsupervised Adaptation for Speech Language Models Interspeech 2024