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Large Language Models

6,405 papers

Papers per year

Papers

Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ACL 2024
Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024
Generalized Category Discovery with Large Language Models in the Loop ACL 2024
PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion ACL 2024
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ACL 2024
Towards Objectively Benchmarking Social Intelligence of Language Agents at the Action Level ACL 2024
MEEL: Multi-Modal Event Evolution Learning ACL 2024
EVIT: Event-Oriented Instruction Tuning for Event Reasoning ACL 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024
TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild ACL 2024
CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation ACL 2024
P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization ACL 2024
Large Language Models Can Learn Representation in Natural Language ACL 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024
Unexpected Phenomenon: LLMs’ Spurious Associations in Information Extraction ACL 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
On the Vulnerability of Safety Alignment in Open-Access LLMs ACL 2024
Visual Hallucinations of Multi-modal Large Language Models ACL 2024
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability ACL 2024
Evaluating Large Language Model Biases in Persona-Steered Generation ACL 2024
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ACL 2024
Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ACL 2024
It’s Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning ACL 2024
Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024