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Large Language Models

6,405 papers

Papers per year

Papers

Investigating Cultural Alignment of Large Language Models ACL 2024
Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles ACL 2024
Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024
To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation ACL 2024
ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024
Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks ACL 2024
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs ACL 2024
LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ACL 2024
Learning to Decode Collaboratively with Multiple Language Models ACL 2024
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024
CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024
LLMArena: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments ACL 2024
Small But Funny: A Feedback-Driven Approach to Humor Distillation ACL 2024
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024
When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models ACL 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024
Using Natural Language Explanations to Improve Robustness of In-context Learning ACL 2024
ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models ACL 2024
MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024
HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position ACL 2024
Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training ACL 2024
CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator ACL 2024
LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024