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Large Language Models

7,668 papers

Papers per year

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Papers

SACTOR: LLM-Driven Correct and Idiomatic C to Rust Translation with Static Analysis and FFI-Based Verification ACL 2026
Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety ACL 2026
Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models ACL 2026
ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL ACL 2026
DecIF: Improving Instruction-Following through Decomposition ACL 2026
MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search ACL 2026
What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective ACL 2026
RoBSA: RoPE-based Blockwise Sparse Multi-head Latent Attention ACL 2026
XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration ACL 2026
Learn to Relax with Large Language Models: Solving Constraint Optimization Problems via Bidirectional Coevolution ACL 2026
Exploring Attention Attractors in Large Language Models ACL 2026
SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models ACL 2026
Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios ACL 2026
Crosscoding Through Time: Tracking Emergence & Consolidation Of Linguistic Representations Throughout LLM Pretraining ACL 2026
PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise ACL 2026
On the Emergence and Test-Time Use of Structural Information in Large Language Models ACL 2026
CachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing ACL 2026
Flip-Flop Consistency: Unsupervised Training for Robustness to Prompt Perturbations in LLMs ACL 2026
Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning ACL 2026
Explicit Trait Inference for Multi-Agent Coordination ACL 2026
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe ACL 2026
Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness ACL 2026
LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification ACL 2026
Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning ACL 2026
GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks ACL 2026