conftrace_

multi-turn dialogue

198 papers

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Co-occurring keywords

large language model (13587) dialogue system (1667) response selection (67) dialogue generation (454) benchmark evaluation (1556) multi-turn conversation (75) instruction following (396) conversational ai (287) conversational agent (241) dialogue evaluation (57)

Papers

VISTA: Verification In Sequential Turn-based Assessment ACL 2026
EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue ACL 2026
Evolutionary Guided Decoding: Iterative Value Refinement for LLMs ACL 2026
CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertainty ACL 2026
Talking to a Know-It-All GPT or a Second-Guesser Claude? How Repair reveals distinct Multi-Turn Behavior in LLMs ACL 2026
ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants ACL 2026
GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt AAAI 2026
Conversational Learning Diagnosis via Reasoning Multi-Turn Interactive Learning AAAI 2026
SpeakerSleuth: Can Large Audio-Language Models Judge Speaker Consistency across Multi-turn Dialogues? ACL 2026
LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation ACL 2026
Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling LLM Agents ACL 2026
IEvoAgent: Evolving Conversational Agent based on User Implicit Feedback ACL 2026
Harmonizing Dense and Sparse Signals in Multi-turn RL: Dual-Horizon Credit Assignment for Industrial Sales Agents ACL 2026
SafeMT: Multi-turn Safety for Multimodal Language Models ACL 2026
CHASE: Contextual History for Adaptive and Simple Exploitation in Large Language Model Jailbreaking AAAI 2026
PsyPARSE: Retrieval-Augmented Slow Thinking for Personalized Empathetic Counseling AAAI 2026
MCTSr-Zero: Self-Reflective Psychological Counseling Dialogues Generation via Principles and Adaptive Exploration AAAI 2026
Talk2Code: A Multi-Turn Interaction Benchmark with Dual-Track Evaluation for Code Generation AAAI 2026
One Battle After Another: Probing LLMs’ Limits on Multi-Turn Instruction Following with a Benchmark Evolving Framework ACL 2026
Reasoning Gets Harder for LLMs Inside A Dialogue ACL 2026
MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models EMNLP 2025
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries EMNLP 2025
Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models ACL 2025
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025