conftrace_

instruction tuning

838 papers

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IT

Co-occurring keywords

large language model (13587) language model (4599) multimodal learning (4645) zero-shot learning (3650) transfer learning (5449) vision-language model (2348) low-resource language (2273) few-shot learning (3398) in-context learning (1405) multimodal large language model (966)

Papers

Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models EMNLP 2024
EditEval: An Instruction-Based Benchmark for Text Improvements EMNLP 2024
A Novel Instruction Tuning Method for Vietnamese Mathematical Reasoning using Trainable Open-Source Large Language Models EMNLP 2024
Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking EMNLP 2024
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval EMNLP 2024
Occiglot at WMT24: European Open-source Large Language Models Evaluated on Translation EMNLP 2024
Brotherhood at WMT 2024: Leveraging LLM-Generated Contextual Conversations for Cross-Lingual Image Captioning EMNLP 2024
On Training Data Influence of GPT Models EMNLP 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction EMNLP 2024
Self-Powered LLM Modality Expansion for Large Speech-Text Models EMNLP 2024
How Susceptible are Large Language Models to Ideological Manipulation? EMNLP 2024
Factuality of Large Language Models: A Survey EMNLP 2024
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models EMNLP 2024
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset NIPS 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models NIPS 2024
ReFT: Representation Finetuning for Language Models NIPS 2024
Aligning to Thousands of Preferences via System Message Generalization NIPS 2024
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding AAAI 2024
Teaching Large Language Models to Translate with Comparison AAAI 2024
TableLlama: Towards Open Large Generalist Models for Tables NAACL 2024
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection NAACL 2024
DialogBench: Evaluating LLMs as Human-like Dialogue Systems NAACL 2024
Grounding Gaps in Language Model Generations NAACL 2024
Global Gallery: The Fine Art of Painting Culture Portraits through Multilingual Instruction Tuning NAACL 2024