conftrace_

semantic reasoning

56 papers

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Co-occurring keywords

large language model (13587) natural language inference (1287) knowledge graph (1837) textual entailment (241) vision-language model (2348) question answering (2963) benchmark evaluation (1556) zero-shot learning (3650) semantic understanding (154) table reasoning (40)

Papers

Many Minds, One Path: LLM-Augmented Consensus Decision for Distributed Control in Multi-Agent Collaborative Stable Scenarios AAAI 2026
ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026
3K2T at MWE-2026 AdMIRe 2: CARIM– Category-Aware Reasoning for Idiomatic Multimodality EACL 2026
Combining LLM Semantic Reasoning with GNN Structural Modeling for Multi-View Multi-Label Feature Selection AAAI 2026
Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation AAAI 2026
MSRTrack: LLM-Powered Object Tracking with Motion and Semantic Reasoning WACV 2026
Revisiting a Pain in the Neck: A Semantic Reasoning Benchmark for Language Models ACL 2026
Driving with Advice: Large Model as Motion Advisor for Joint Planning AAAI 2026
DVI-DTM: Dual-View Representation Learning for Interpretable Short Text Dynamic Topic Modeling ACL 2026
AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation ACL 2026
Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference ACL 2025
GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices ICCV 2025
When Does Meaning Backfire? Investigating the Role of AMRs in NLI EMNLP 2025
LCHAIM - Investigating Long Context Reasoning in Hebrew ACL 2025
SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining ICCV 2025
Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025
H-STAR: LLM-driven Hybrid SQL-Text Adaptive Reasoning on Tables NAACL 2025
EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking EMNLP 2025
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025
A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025
Glider: Global and Local Instruction-Driven Expert Router EMNLP 2025
KET-QA: A Dataset for Knowledge Enhanced Table Question Answering COLING 2024
Towards a Danish Semantic Reasoning Benchmark - Compiled from Lexical-Semantic Resources for Assessing Selected Language Understanding Capabilities of Large Language Models COLING 2024
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models EMNLP 2024