Key papers

• AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents (2026)
  Xiangchen Cheng et al.
  12.42
• AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents (2026)
  Kunlun Zhu et al.
  11.84
• AgenticDataBench: A Comprehensive Benchmark for Data Agents (2026)
  Zhaoyan Sun et al.
  11.22
• SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use (2026)
  Jiayin Zhu et al.
  10.21
• HPD-Parsing: Hierarchical Parallel Document Parsing (2026)
  Shu Wei et al.
  8.85
• H$^2$SD: Hybrid Hindsight Self-Distillation (2026)
  Qiye Cai et al.
  8.57
• PACE: A Proxy for Agentic Capability Evaluation (2026)
  Yueqi Song et al.
  8.24
• Two-Level Meta-Rubrics for Evaluating Open-Ended Generation: GAMUT, a Benchmark for Factual Completeness (2026)
  Xilun Chen et al.
  8.23
• Transcription Policy as a Latent Variable: Activating Controllable Verbatim ASR with Word-Level Timing (2026)
  Laurin Wagner (nyra labs) et al.
  7.36
• news-crawler-LM: A Small Long-Context Model For High-Quality News Crawling (2026)
  Pascal Stolzenburg et al.
  6.50
• Will Scaling Improve Social Simulation with LLMs? (2026)
  Caleb Ziems et al.
  5.89
• Computational Humor with Multimodal LLMs: Methods, Datasets, Evaluation, and Challenges (2026)
  Tuo Liang et al.
  5.87
• Can Language Models Actually Retrieve In-Context? Drowning in Documents at Million Token Scale (2026)
  Siddharth Gollapudi et al.
  5.49
• Robust for the Wrong Reasons: The Representational Geometry of LLM Robustness to Science Skepticism (2026)
  Minjong Cheon
  5.49
• CheckRLM: Effective Knowledge-Thought Coherence Checking in Retrieval-Augmented Reasoning (2026)
  Dingling Xu et al.
  5.49
• The Future of NLP may not be at NLP Conferences: Scholarly Migration Patterns in Natural Language Processing (2026)
  David Jurgens
  5.49
• Position Bias is Hidden Behind Ceiling Effects: A Permutation Diagnostic for LLM Benchmarks (2026)
  Hiroki Tamba
  5.49
• ExPerT: Personalizing LLM Responses to Users' Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cues (2026)
  Yeji Park et al.
  5.01
• Office Comprehension Benchmark (2026)
  Firoz Shaik et al.
  5.01
• RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules (2026)
  \'Ad\'am Kov\'acs et al.
  5.01
• TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue (2026)
  Hao Zhang et al.
  5.01
• MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering (2026)
  Dang Quang Thien Tran et al.
  5.01
• IsoSci: A Benchmark of Isomorphic Cross-Domain Science Problems for Evaluating Reasoning versus Knowledge Retrieval in LLMs (2026)
  Samir Abdaljalil et al.
  5.01
• Grounded Optimization: A Layered Engineering Framework for Reducing LLM Hallucination in Automated Personal Document Rewriting (2026)
  Shashank Indukuri et al.
  5.01
• Comparing Architectures for Supervised Political Scaling (2026)
  Anna Golub et al.
  5.01
• Parameter Golf: What Really Works? (2026)
  Prashanna Mani Paudel et al.
  5.01
• DiPS: Dialogue Policy Selection for High-Stakes Persuasion Agents (2026)
  Tianyi Zhang et al.
  5.01
• When Does Generating More Help? Disentangling Fixed-Source Synthesis from Source Expansion in Synthetic Data Scaling (2026)
  Xu Guo et al.
  5.01
• Rethinking Speech-LLM Integration for ASR: Effective Joint Speech-Text Training by Interleaving (2026)
  Ruchao Fan et al.
  5.01
• PARTREP: Learning What to Repeat for Decoder-only LLMs (2026)
  Andikawati P Widjaja et al.
  5.01
• Evaluating Chunking Strategies for Retrieval-Augmented Generation on Academic Texts (2026)
  Valentin J. J. Kreileder et al.
  5.01
• PairCoder++: Pair Programming as a Universal Paradigm for Verified Code-Driven Multimodal and Structured-Artifact Generation (2026)
  Junhao Chen et al.
  5.01
• The Grammar Does the Work: Functional vs. Lexical Dependency Length Minimization Across Universal Dependencies (2026)
  Kim Gerdes (LISN et al.
  5.01
• TUDUM: A Turkish-Thinking Reasoning Pipeline for Qwen3.5-27B (2026)
  Baran Bingol et al.
  5.01
• AIriskEval-edu: New Dataset for Risk Assessment in AI-mediated K-12 Educational Explanations (2026)
  Javier Irigoyen et al.
  5.01
• PhysMani: Physics-principled 3D World Model for Dynamic Object Manipulation (2026)
  Peng Yun et al.
  5.01
• NAVER LABS Europe Submission to the Instruction-following 2026 Short Track (2026)
  Marcely Zanon Boito et al.
  5.01
• Beyond Supervised Clarification: Input Rewriting with LLMs for Dialogue Discourse Parsing (2026)
  Yiming Liu et al.
  5.01
• Object Aligner: A Configurable JSON Schema Similarity Score for Graphs, Applied to LLM Prompt Optimization (2026)
  Jan Drchal
  5.01
• Using embeddings to predict spoken word duration and pitch in Mandarin monosyllabic words (2026)
  Xiaoyun Jin et al.
  5.01
• OpenSafeIntent: Evaluating Intent-Calibrated Safe Completion Across Dual-Use Prompt Sets (2026)
  Rheeya Uppaal et al.
  5.01
• SPLIT: Cross-Lingual Empathy and Cultural Grounding in English and Ukrainian LLM Responses (2026)
  Anna Chorna
  5.01
• BamiBERT: A New BERT-based Language Model for Vietnamese (2026)
  Dat Quoc Nguyen et al.
  5.01
• On the Role of Directionality in Structural Generalization (2026)
  Zichao Wei
  5.01
• HULAT2 at MER-TRANS 2026: Governed Multi-Agent Simplification for Spanish Easy-to-Read Generation (2026)
  Lourdes Moreno et al.
  5.01
• Know Your Source: A Public Knowledge Store for Media Background Checks (2026)
  Benjamin Nichols et al.
  5.01
• Language Models as Measurement Apparatus for Culture (2026)
  Kent K. Chang
  5.01
• Audio-Based Understanding of Audiobook Narration Appeal (2026)
  Shahar Elisha et al.
  5.01
• AutoIndex: Learning Representation Programs for Retrieval (2026)
  Sam O'Nuallain et al.
  5.01
• PLAID-PRF: Pseudo-Relevance Feedback with Centroid-like Tokens in PLAID (2026)
  Xiao Wang et al.
  5.01
• RAGAL: A Frugal, Fully Local Retrieval-Augmented Assistant for Technical Support at a Government Agency (2026)
  Dan Musetoiu
  5.01
• Bounding Boxes to Improve Small Language Model Performance on Vision-Based Grading Tasks (2026)
  Lachlan McGinness
  5.01
• Measuring Reward-Seeking via Contrastive Belief Updates (2026)
  Axel H{\o}jmark et al.
  5.01
• Human-in-the-Loop Large Language Model Framework for Identification of Cutaneous Immune-Related Adverse Events (2026)
  Charles Lu et al.
  5.01
• GLAN-QnA-KR: A Seedless Taxonomy-Driven Korean Instruction Corpus (2026)
  Daekeun Kim
  5.01
• Confidently Deceptive: How Confidence Amplifies the Risk of LLM Deception (2026)
  Ali Asad et al.
  5.01
• SCoPE: Shift-Aware Speaker-Conditioned Priors for Emotion Recognition in Conversations (2026)
  Burak Can Kaplan et al.
  5.01
• The Storyteller in the Model: Narrative Pattern Inheritance, Escalation Dynamics, and Alignment Governance in LLMs (2026)
  Adam Rigby et al.
  5.01
• ShriNep@EEUCA 2026: RAKSHAK - Multi-Task DeBERTa with Rationale Distillation and Jigsaw-Augmented Training for Toxic Intent Classification (2026)
  Binayak Karki et al.
  5.01
• Semantic Field Theory: Historical Origin, Higher-Order Interaction, and Stabilized Semantic Inference (2026)
  Dimitris Vartziotis
  5.01