Skip to content
conftrace_

large language model

14,686 papers

LLM LLMS

Papers

Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning (Student Abstract) AAAI 2026 Adaptive Instruction Composition for Automated LLM Red-Teaming ACL 2026 Adaptive Prompt Structure Factorization: A Framework for Self-Discovering and Optimizing Compositional Prompt Programs ACL 2026 Adaptive Spatial and Temporal Redundancy Optimization for Efficient Reasoning in Large Language Models ACL 2026 Adaptive Theory of Mind for LLM-based Multi-Agent Coordination AAAI 2026 AdaReason: Progressive Training of Multi-LoRA Adapters for Budget-Adaptive Language Reasoning Models AAAI 2026 Addressing the Ecological Fallacy in Larger LMs with Human Context CoNLL 2026 AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following ACL 2026 A Fine-Grained Linguistic Evaluation of Low-Resource Luxembourgish–English MT EACL 2026 AfriMMT-EA: Multi-domain Machine Translation for Low-Resource East African Languages EACL 2026 A Game-Theoretica Negotiation Framework for Cross-Cultural Consensus ACL 2026 AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts ACL 2026 A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks AAAI 2026 AgentAsk: Multi-Agent Systems Need to Ask ACL 2026 AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning AAAI 2026 AgentCoMa: A Compositional Benchmark Mixing Commonsense and Mathematical Reasoning in Real-World Scenarios ACL 2026 AgentGL: Towards Agentic Graph Learning with LLMs via Reinforcement Learning ACL 2026 AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments ACL 2026 Agentic AI for Human Resources: LLM-Driven Candidate Assessment EACL 2026 Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents ACL 2026 Agentic Economic Modeling ACL 2026 Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents ACL 2026 Agentic Oversight via Dialectic Reasoning ACL 2026 Agentix: An Efficient Serving Engine for LLM Agents as General Programs NSDI 2026 Agentmandering: A Game-Theoretic Framework for Fair Redistricting via Large Language Model Agents AAAI 2026