Methods › Sequential › Sequence To Sequence Models › ESIM
Enhanced Sequential Inference Model
ESIM
Introduced by Qian Chen et al. in Enhanced LSTM for Natural Language Inference
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Enhanced Sequential Inference Model or ESIM is a sequential NLI model proposed in Enhanced LSTM for Natural Language Inference paper.
Papers archive 2025-07-28
15 shown of 15, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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LLM-based Bi-level Multi-interest Learning Framework for Sequential Recommendation 14 Nov 2024 · 0 repositories · arXiv:2411.09410
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FarsTail: A Persian Natural Language Inference Dataset 18 Sep 2020 · 1 repository · arXiv:2009.08820
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L2R2: Leveraging Ranking for Abductive Reasoning 22 May 2020 · 1 repository · arXiv:2005.11223
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Improving Natural Language Inference with a Pretrained Parser 18 Sep 2019 · 1 repository · arXiv:1909.08217
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MSIT\_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain. 1 Aug 2019 · 0 repositories
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Knowledge-incorporating ESIM models for Response Selection in Retrieval-based Dialog Systems 11 Jul 2019 · 0 repositories · arXiv:1907.05792
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Evaluating Coherence in Dialogue Systems using Entailment 6 Apr 2019 · 1 repository · arXiv:1904.03371Syntology ran 2 of 2 samples · 0 unverified · 1 pointer-only (licence)
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Attention Boosted Sequential Inference Model 5 Dec 2018 · 0 repositories · arXiv:1812.01840
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Building Sequential Inference Models for End-to-End Response Selection 3 Dec 2018 · 1 repository · arXiv:1812.00686
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pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference 20 Oct 2018 · 3 repositories · arXiv:1810.08854
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GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task 1 Jun 2018 · 1 repository
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Enhance word representation for out-of-vocabulary on Ubuntu dialogue corpus 7 Feb 2018 · 1 repository · arXiv:1802.02614
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Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference 30 Dec 2017 · 0 repositories · arXiv:1801.00102
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Meta-Path Guided Embedding for Similarity Search in Large-Scale Heterogeneous Information Networks 31 Oct 2016 · 1 repository · arXiv:1610.09769
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Enhanced LSTM for Natural Language Inference 20 Sep 2016 · 12 repositories · arXiv:1609.06038
Tasks archive 2025-07-28
20 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections