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309 papers

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BS

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neural machine translation (2310) text generation (2913) language model (4599) machine translation (2499) automatic speech recognition (1774) large language model (13587) attention mechanism (4001) sequence-to-sequence model (553) neural network (6616) minimum bayes risk (52)

Papers

Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language Models EACL 2026
ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling ACL 2026
Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search ACL 2026
Entropy-Gated Branching for Efficient Test-Time Reasoning EACL 2026
Character-Level Transformer for Tajik–Persian Transliteration with a Parallel Lexical Corpus EACL 2026
Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning AAAI 2026
Think Hard Only When Needed: A Hybrid Best-of-N and Beam Search for Efficient Test-Time Compute EACL 2026
Gatsby without the ‘E’: Creating Lipograms with LLMs AACL 2025
UvA-MT’s Participation in the WMT25 General Translation Shared Task EMNLP 2025
Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation CONLL 2025
Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation AAAI 2025
Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025
Mixture of Small and Large Models for Chinese Spelling Check ACL 2025
Beyond WER: Probing Whisper’s Sub‐token Decoder Across Diverse Language Resource Levels EMNLP 2025
Smarter, Not Harder: Training-Free Adaptive Computation for Transformers ACL 2025
Positive Text Reframing under Multi-strategy Optimization COLING 2025
Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025
Dynamic-Width Speculative Beam Decoding for LLM Inference AAAI 2025
Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models ACL 2025
Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025
G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025
Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025
Learning to Search Effective Example Sequences for In-Context Learning NAACL 2025
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning EMNLP 2025