conftrace_

instruction following

396 papers

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IF

Co-occurring keywords

large language model (13587) reinforcement learning (4352) benchmark evaluation (1556) language model (4599) multimodal learning (4645) instruction tuning (838) zero-shot learning (3650) model alignment (226) text generation (2913) vision-language navigation (118)

Papers

Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025
FuseChat: Knowledge Fusion of Chat Models EMNLP 2025
Structure-Conditional Minimum Bayes Risk Decoding EMNLP 2025
DACIP-RC: Domain Adaptive Continual Instruction Pre-Training via Reading Comprehension on Business Conversations EMNLP 2025
Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications EMNLP 2025
ReIFE: Re-evaluating Instruction-Following Evaluation NAACL 2025
Structured Outputs in Prompt Engineering: Enhancing LLM Adaptability on Counterintuitive Instructions AACL 2025
HiTZ-Ixa at SemEval-2025 Task 1: Multimodal Idiomatic Language Understanding ACL 2025
Optimal Transport-Based Token Weighting scheme for Enhanced Preference Optimization ACL 2025
IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models IJCNLP 2025
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP 2024
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding INTERSPEECH 2024
FAVOR: Full-Body AR-Driven Virtual Object Rearrangement Guided by Instruction Text AAAI 2024
Aligning Large Language Models for Controllable Recommendations ACL 2024
DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation ACL 2024
Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following NIPS 2024
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping NAACL 2024
LangNav: Language as a Perceptual Representation for Navigation NAACL 2024
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following ACL 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning NIPS 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024
OPEx: A Component-Wise Analysis of LLM-Centric Agents in Embodied Instruction Following ACL 2024
WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models ACL 2024
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training ACL 2024
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning ACL 2024