Add EMNLP,NAACL papers batch 1/365

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@@ -16605,3 +16605,53 @@ EMNLP/2025/What[[:space:]]Media[[:space:]]Frames[[:space:]]Reveal[[:space:]]Abou
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 EMNLP/2025/X-Boundary_[[:space:]]Establishing[[:space:]]Exact[[:space:]]Safety[[:space:]]Boundary[[:space:]]to[[:space:]]Shield[[:space:]]LLMs[[:space:]]from[[:space:]]Jailbreak[[:space:]]Attacks[[:space:]]without[[:space:]]Compromising[[:space:]]Usability.pdf filter=lfs diff=lfs merge=lfs -text
 EMNLP/2025/XTRA_[[:space:]]Cross-Lingual[[:space:]]Topic[[:space:]]Modeling[[:space:]]with[[:space:]]Topic[[:space:]]and[[:space:]]Representation[[:space:]]Alignments.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/A[[:space:]]Spatio-Temporal[[:space:]]Point[[:space:]]Process[[:space:]]for[[:space:]]Fine-Grained[[:space:]]Modeling[[:space:]]of[[:space:]]Reading[[:space:]]Behavior.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/Activation[[:space:]]Steering[[:space:]]Decoding_[[:space:]]Mitigating[[:space:]]Hallucination[[:space:]]in[[:space:]]Large[[:space:]]Vision-Language[[:space:]]Models[[:space:]]through[[:space:]]Bidirectional[[:space:]]Hidden[[:space:]]State[[:space:]]Intervention.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/Agentic[[:space:]]Knowledgeable[[:space:]]Self-awareness.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/Enabling[[:space:]]Chatbots[[:space:]]with[[:space:]]Eyes[[:space:]]and[[:space:]]Ears_[[:space:]]An[[:space:]]Immersive[[:space:]]Multimodal[[:space:]]Conversation[[:space:]]System[[:space:]]for[[:space:]]Dynamic[[:space:]]Interactions.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/Entriever_[[:space:]]Energy-based[[:space:]]Retriever[[:space:]]for[[:space:]]Knowledge-Grounded[[:space:]]Dialog[[:space:]]Systems.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/Exploring[[:space:]]Forgetting[[:space:]]in[[:space:]]Large[[:space:]]Language[[:space:]]Model[[:space:]]Pre-Training.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/FEAT_[[:space:]]A[[:space:]]Preference[[:space:]]Feedback[[:space:]]Dataset[[:space:]]through[[:space:]]a[[:space:]]Cost-Effective[[:space:]]Auto-Generation[[:space:]]and[[:space:]]Labeling[[:space:]]Framework[[:space:]]for[[:space:]]English[[:space:]]AI[[:space:]]Tutoring.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/G-Safeguard_[[:space:]]A[[:space:]]Topology-Guided[[:space:]]Security[[:space:]]Lens[[:space:]]and[[:space:]]Treatment[[:space:]]on[[:space:]]LLM-based[[:space:]]Multi-agent[[:space:]]Systems.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/LongDPO_[[:space:]]Unlock[[:space:]]Better[[:space:]]Long-form[[:space:]]Generation[[:space:]]Abilities[[:space:]]for[[:space:]]LLMs[[:space:]]via[[:space:]]Critique-augmented[[:space:]]Stepwise[[:space:]]Information.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/Multimodal[[:space:]]Transformers[[:space:]]are[[:space:]]Hierarchical[[:space:]]Modal-wise[[:space:]]Heterogeneous[[:space:]]Graphs.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/RePanda_[[:space:]]Pandas-powered[[:space:]]Tabular[[:space:]]Verification[[:space:]]and[[:space:]]Reasoning.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/Self-Instructed[[:space:]]Derived[[:space:]]Prompt[[:space:]]Generation[[:space:]]Meets[[:space:]]In-Context[[:space:]]Learning_[[:space:]]Unlocking[[:space:]]New[[:space:]]Potential[[:space:]]of[[:space:]]Black-Box[[:space:]]LLMs.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/Speaking[[:space:]]Beyond[[:space:]]Language_[[:space:]]A[[:space:]]Large-Scale[[:space:]]Multimodal[[:space:]]Dataset[[:space:]]for[[:space:]]Learning[[:space:]]Nonverbal[[:space:]]Cues[[:space:]]from[[:space:]]Video-Grounded[[:space:]]Dialogues.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/SynthesizeMe![[:space:]]Inducing[[:space:]]Persona-Guided[[:space:]]Prompts[[:space:]]for[[:space:]]Personalized[[:space:]]Reward[[:space:]]Models[[:space:]]in[[:space:]]LLMs.pdf filter=lfs diff=lfs merge=lfs -text
+ACL/2025/WiCkeD_[[:space:]]A[[:space:]]Simple[[:space:]]Method[[:space:]]to[[:space:]]Make[[:space:]]Multiple[[:space:]]Choice[[:space:]]Benchmarks[[:space:]]More[[:space:]]Challenging.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Agent[[:space:]]Laboratory_[[:space:]]Using[[:space:]]LLM[[:space:]]Agents[[:space:]]as[[:space:]]Research[[:space:]]Assistants.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Autoformalization[[:space:]]in[[:space:]]the[[:space:]]Wild_[[:space:]]Assessing[[:space:]]LLMs[[:space:]]on[[:space:]]Real-World[[:space:]]Mathematical[[:space:]]Definitions.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/CANDY_[[:space:]]Benchmarking[[:space:]]LLMs’[[:space:]]Limitations[[:space:]]and[[:space:]]Assistive[[:space:]]Potential[[:space:]]in[[:space:]]Chinese[[:space:]]Misinformation[[:space:]]Fact-Checking.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/CCG_[[:space:]]Rare-Label[[:space:]]Prediction[[:space:]]via[[:space:]]Neural[[:space:]]SEM–Driven[[:space:]]Causal[[:space:]]Game.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/CharacterCraft_[[:space:]]Bridging[[:space:]]the[[:space:]]Literature-Reality[[:space:]]Dialogue[[:space:]]Gap[[:space:]]for[[:space:]]Practical[[:space:]]Role-Playing[[:space:]]Agents.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Constructing[[:space:]]Your[[:space:]]Model’s[[:space:]]Value[[:space:]]Distinction_[[:space:]]Towards[[:space:]]LLM[[:space:]]Alignment[[:space:]]with[[:space:]]Anchor[[:space:]]Words[[:space:]]Tuning.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/DeAR_[[:space:]]Dual-Stage[[:space:]]Document[[:space:]]Reranking[[:space:]]with[[:space:]]Reasoning[[:space:]]Agents[[:space:]]via[[:space:]]LLM[[:space:]]Distillation.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Discovering[[:space:]]Semantic[[:space:]]Subdimensions[[:space:]]through[[:space:]]Disentangled[[:space:]]Conceptual[[:space:]]Representations.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Do[[:space:]]LLMs[[:space:]]Know[[:space:]]and[[:space:]]Understand[[:space:]]Domain[[:space:]]Conceptual[[:space:]]Knowledge_.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Drift_[[:space:]]Decoding-time[[:space:]]Personalized[[:space:]]Alignments[[:space:]]with[[:space:]]Implicit[[:space:]]User[[:space:]]Preferences.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/E-Verify_[[:space:]]A[[:space:]]Paradigm[[:space:]]Shift[[:space:]]to[[:space:]]Scalable[[:space:]]Embedding-based[[:space:]]Factuality[[:space:]]Verification.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/EditID_[[:space:]]Training-Free[[:space:]]Editable[[:space:]]ID[[:space:]]Customization[[:space:]]for[[:space:]]Text-to-Image[[:space:]]Generation.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Evolution[[:space:]]in[[:space:]]Simulation_[[:space:]]AI-Agent[[:space:]]School[[:space:]]with[[:space:]]Dual[[:space:]]Memory[[:space:]]for[[:space:]]High-Fidelity[[:space:]]Educational[[:space:]]Dynamics.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Identifying[[:space:]]Aspects[[:space:]]in[[:space:]]Peer[[:space:]]Reviews.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/KERAG_[[:space:]]Knowledge-Enhanced[[:space:]]Retrieval-Augmented[[:space:]]Generation[[:space:]]for[[:space:]]Advanced[[:space:]]Question[[:space:]]Answering.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/LLM[[:space:]]Jailbreak[[:space:]]Detection[[:space:]]for[[:space:]](Almost)[[:space:]]Free!.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/MARS-Bench_[[:space:]]A[[:space:]]Multi-turn[[:space:]]Athletic[[:space:]]Real-world[[:space:]]Scenario[[:space:]]Benchmark[[:space:]]for[[:space:]]Dialogue[[:space:]]Evaluation.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/MCiteBench_[[:space:]]A[[:space:]]Multimodal[[:space:]]Benchmark[[:space:]]for[[:space:]]Generating[[:space:]]Text[[:space:]]with[[:space:]]Citations.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Multimodal[[:space:]]Emotion[[:space:]]Recognition[[:space:]]in[[:space:]]Conversations_[[:space:]]A[[:space:]]Survey[[:space:]]of[[:space:]]Methods,[[:space:]]Trends,[[:space:]]Challenges[[:space:]]and[[:space:]]Prospects.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Natural[[:space:]]Context[[:space:]]Drift[[:space:]]Undermines[[:space:]]the[[:space:]]Natural[[:space:]]Language[[:space:]]Understanding[[:space:]]of[[:space:]]Large[[:space:]]Language[[:space:]]Models.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Not[[:space:]]All[[:space:]]Features[[:space:]]Deserve[[:space:]]Attention_[[:space:]]Graph-Guided[[:space:]]Dependency[[:space:]]Learning[[:space:]]for[[:space:]]Tabular[[:space:]]Data[[:space:]]Generation[[:space:]]with[[:space:]]Language[[:space:]]Models.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Plugging[[:space:]]Schema[[:space:]]Graph[[:space:]]into[[:space:]]Multi-Table[[:space:]]QA_[[:space:]]A[[:space:]]Human-Guided[[:space:]]Framework[[:space:]]for[[:space:]]Reducing[[:space:]]LLM[[:space:]]Reliance.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Regularized[[:space:]]Contrastive[[:space:]]Decoding[[:space:]]with[[:space:]]Hard[[:space:]]Negative[[:space:]]Samples[[:space:]]for[[:space:]]LLM[[:space:]]Hallucination[[:space:]]Mitigation.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Retrieval-Augmented[[:space:]]Generation[[:space:]]with[[:space:]]Hierarchical[[:space:]]Knowledge.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Retrieval-Augmented[[:space:]]Machine[[:space:]]Translation[[:space:]]with[[:space:]]Unstructured[[:space:]]Knowledge.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/The[[:space:]]Green[[:space:]]KNIGHT_[[:space:]]Green[[:space:]]Machine[[:space:]]Translation[[:space:]]with[[:space:]]Knowledge-Distilled,[[:space:]]Narrow,[[:space:]]Inexpensive,[[:space:]]Greedy,[[:space:]]Hybrid[[:space:]]Transformers.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Towards[[:space:]]More[[:space:]]Efficient[[:space:]]Post-training[[:space:]]via[[:space:]]Fourier[[:space:]]Domain[[:space:]]Adapter[[:space:]]Framework.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/Tree-Structured[[:space:]]Non-Autoregressive[[:space:]]Decoding[[:space:]]for[[:space:]]Sequence-to-Sequence[[:space:]]Text[[:space:]]Generation.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/UTMath_[[:space:]]A[[:space:]]Benchmark[[:space:]]for[[:space:]]Math[[:space:]]Evaluation[[:space:]]with[[:space:]]Unit[[:space:]]Test.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/When[[:space:]]Allies[[:space:]]Turn[[:space:]]Foes_[[:space:]]Exploring[[:space:]]Group[[:space:]]Characteristics[[:space:]]of[[:space:]]LLM-Based[[:space:]]Multi-Agent[[:space:]]Collaborative[[:space:]]Systems[[:space:]]Under[[:space:]]Adversarial[[:space:]]Attacks.pdf filter=lfs diff=lfs merge=lfs -text
+EMNLP/2025/When[[:space:]]to[[:space:]]Continue[[:space:]]Thinking_[[:space:]]Adaptive[[:space:]]Thinking[[:space:]]Mode[[:space:]]Switching[[:space:]]for[[:space:]]Efficient[[:space:]]Reasoning.pdf filter=lfs diff=lfs merge=lfs -text
+NAACL/2025/Re-evaluating[[:space:]]Automatic[[:space:]]LLM[[:space:]]System[[:space:]]Ranking[[:space:]]for[[:space:]]Alignment[[:space:]]with[[:space:]]Human[[:space:]]Preference.pdf filter=lfs diff=lfs merge=lfs -text
+NAACL/2025/TabComp_[[:space:]]A[[:space:]]Dataset[[:space:]]for[[:space:]]Visual[[:space:]]Table[[:space:]]Reading[[:space:]]Comprehension.pdf filter=lfs diff=lfs merge=lfs -text
+NAACL/2025/VoiceTextBlender_[[:space:]]Augmenting[[:space:]]Large[[:space:]]Language[[:space:]]Models[[:space:]]with[[:space:]]Speech[[:space:]]Capabilities[[:space:]]via[[:space:]]Single-Stage[[:space:]]Joint[[:space:]]Speech-Text[[:space:]]Supervised[[:space:]]Fine-Tuning.pdf filter=lfs diff=lfs merge=lfs -text
+NAACL/2025/What[[:space:]]Did[[:space:]]I[[:space:]]Do[[:space:]]Wrong_[[:space:]]Quantifying[[:space:]]LLMs’[[:space:]]Sensitivity[[:space:]]and[[:space:]]Consistency[[:space:]]to[[:space:]]Prompt[[:space:]]Engineering.pdf filter=lfs diff=lfs merge=lfs -text

ACL/2025/A Spatio-Temporal Point Process for Fine-Grained Modeling of Reading Behavior.pdf

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ACL/2025/Activation Steering Decoding_ Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State Intervention.pdf

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ACL/2025/Agentic Knowledgeable Self-awareness.pdf

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ACL/2025/Enabling Chatbots with Eyes and Ears_ An Immersive Multimodal Conversation System for Dynamic Interactions.pdf

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ACL/2025/Entriever_ Energy-based Retriever for Knowledge-Grounded Dialog Systems.pdf

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ACL/2025/Exploring Forgetting in Large Language Model Pre-Training.pdf

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ACL/2025/FEAT_ A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring.pdf

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ACL/2025/G-Safeguard_ A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems.pdf

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ACL/2025/LongDPO_ Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information.pdf

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ACL/2025/Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs.pdf

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ACL/2025/RePanda_ Pandas-powered Tabular Verification and Reasoning.pdf

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ACL/2025/Self-Instructed Derived Prompt Generation Meets In-Context Learning_ Unlocking New Potential of Black-Box LLMs.pdf

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ACL/2025/Speaking Beyond Language_ A Large-Scale Multimodal Dataset for Learning Nonverbal Cues from Video-Grounded Dialogues.pdf

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ACL/2025/SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs.pdf

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ACL/2025/WiCkeD_ A Simple Method to Make Multiple Choice Benchmarks More Challenging.pdf

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EMNLP/2025/Agent Laboratory_ Using LLM Agents as Research Assistants.pdf

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EMNLP/2025/Autoformalization in the Wild_ Assessing LLMs on Real-World Mathematical Definitions.pdf

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EMNLP/2025/CANDY_ Benchmarking LLMs’ Limitations and Assistive Potential in Chinese Misinformation Fact-Checking.pdf

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EMNLP/2025/CCG_ Rare-Label Prediction via Neural SEM–Driven Causal Game.pdf

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EMNLP/2025/CharacterCraft_ Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents.pdf

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EMNLP/2025/Constructing Your Model’s Value Distinction_ Towards LLM Alignment with Anchor Words Tuning.pdf

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EMNLP/2025/DeAR_ Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation.pdf

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EMNLP/2025/Discovering Semantic Subdimensions through Disentangled Conceptual Representations.pdf

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EMNLP/2025/Do LLMs Know and Understand Domain Conceptual Knowledge_.pdf

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EMNLP/2025/Drift_ Decoding-time Personalized Alignments with Implicit User Preferences.pdf

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EMNLP/2025/E-Verify_ A Paradigm Shift to Scalable Embedding-based Factuality Verification.pdf

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EMNLP/2025/EditID_ Training-Free Editable ID Customization for Text-to-Image Generation.pdf

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EMNLP/2025/Evolution in Simulation_ AI-Agent School with Dual Memory for High-Fidelity Educational Dynamics.pdf

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EMNLP/2025/Identifying Aspects in Peer Reviews.pdf

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