Top Conference Papers

Neural Machine Translation of Rare Words with Subword Units

Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitter

A Probabilistic Earley Parser as a Psycholinguistic Model

ViLL-E: Video LLM Embeddings for Retrieval

Systematicity between Forms and Meanings across Languages Supports Efficient Communication

Mind the (DH) Gap! A Contrast in Risky Choices Between Reasoning and Conversational LLMs

Maximizing Local Entropy Where It Matters: Prefix-Aware Localized LLM Unlearning

MAUBERT: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery

Massively Multilingual Joint Segmentation and Glossing

Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage

Hierarchical Intelligent Acoustic-Semantic Modeling: Modality Separation and Alignment for Full-Duplex SLMs

GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR

From Local to Global: Revisiting Structured Pruning Paradigms for Large Language Models

Evolutionary Guided Decoding: Iterative Value Refinement for LLMs

CxMP: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language Models

CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics

CAR-bench: Evaluating the Consistency and Limit-Awareness of LLM Agents under Real-World Uncertaint

The Imperfective Paradox in Large Language Models

Memory efficiency and resource-rational encoding in sentence processing

Characterizing the Expressivity of Local Attention in Transformers

MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs

Beyond the Final Actor: Modeling the Dual Roles of Creator and Editor for Fine-Grained LLM-Generated Text Detection

Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective

CURE: Critique-Driven Unified Reinforcement Learning for Test-Time Self-Improvement