← Authors

Ehsan Shareghi

53 papers · 2015–2026 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (10) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (89) 🏠 Conference Loyalist (23) πŸ”¬ Deep Specialist (10) 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ”₯ Unstoppable (7) πŸ—ƒοΈ Keyword Collector (241) πŸ’Ž Century Club (52) ❓ The Questioner (2) ⚑ Prolific Year (9)

Conferences

EMNLP (23) ACL (11) NAACL (6) EACL (4) IJCNLP (3) INTERSPEECH (2) AAAI (1) CONLL (1) ICML (1) IJCAI (1)

Top co-authors

Gholamreza Haffari (16) Nigel Collier (16) Wray Buntine (8) Jiuzhou Han (7) Fangyu Liu (7) Hao Yang (7) Jinming Zhao (6) Yingzhen Li (5) Zaiqiao Meng (5) Victor Prokhorov (5)

Keywords

large language model (10) representation learning (7) knowledge graph (5) language model (5) text representation (4) transfer learning (4) unsupervised learning (4) self-supervised learning (4) pre-trained language model (4) variational autoencoder (4) reinforcement learning (3) text-based game (3) logical reasoning (3) safety alignment (2) few-shot learning (2) contrastive learning (2) first-order logic (2) entity linking (2) speech recognition (2) question answering (2)

Papers

Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning AAAI 2026
VerifiAgent: a Unified Verification Agent in Language Model Reasoning EMNLP 2025
Assessing the Sensitivity and Alignment of FOL Closeness Metrics EMNLP 2025
Discrete Minds in a Continuous World: Do Language Models Know Time Passes? EMNLP 2025
Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models ICML 2025
Logical Reasoning with Outcome Reward Models for Test-Time Scaling EMNLP 2025
ReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths ACL 2025
Conversational SimulMT: Efficient Simultaneous Translation with Large Language Models ACL 2025
Audio Is the Achilles’ Heel: Red Teaming Audio Large Multimodal Models NAACL 2025
Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024
Towards Uncertainty-Aware Language Agent ACL 2024
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation ACL 2024
Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance EACL 2024
Reward Engineering for Generating Semi-structured Explanation EACL 2024
Can LLMs Reason in the Wild with Programs? EMNLP 2024
Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR EMNLP 2024
Unlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence NAACL 2024
Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights EMNLP 2024
A Minimal Approach for Natural Language Action Space in Text-based Games CONLL 2023
Generating Synthetic Speech from SpokenVocab for Speech Translation EACL 2023
Investigating Pre-trained Audio Encoders in the Low-Resource Condition INTERSPEECH 2023
Koala: An Index for Quantifying Overlaps with Pre-training Corpora EMNLP 2023
POSQA: Probe the World Models of LLMs with Size Comparisons EMNLP 2023
A Minimal Approach for Natural Language Action Space in Text-based Games EMNLP 2023
Plug-and-Play Recipe Generation with Content Planning EMNLP 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning NAACL 2022
M-Adapter: Modality Adaptation for End-to-End Speech-to-Text Translation INTERSPEECH 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022
On the Effect of Isotropy on VAE Representations of Text ACL 2022
Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games ACL 2022
Self-supervised Graph Masking Pre-training for Graph-to-Text Generation EMNLP 2022
Self-supervised Rewiring of Pre-trained Speech Encoders:Towards Faster Fine-tuning with Less Labels in Speech Processing EMNLP 2022
RedApt: An Adaptor for wav2vec 2 EncodingFaster and Smaller Speech Translation without Quality Compromise EMNLP 2022
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification EACL 2021
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders ACL 2021
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets ACL 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021
Mixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT EMNLP 2021
It Is Not As Good As You Think! Evaluating Simultaneous Machine Translation on Interpretation Data EMNLP 2021
Integrating Transformers and Knowledge Graphs for Twitter Stance Detection EMNLP 2021
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters IJCNLP 2021
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders IJCNLP 2021
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets IJCNLP 2021
Self-Alignment Pretraining for Biomedical Entity Representations NAACL 2021
COMETA: A Corpus for Medical Entity Linking in the Social Media EMNLP 2020
Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines NAACL 2019
Bayesian Learning for Neural Dependency Parsing NAACL 2019
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation EMNLP 2019
Compressed Nonparametric Language Modelling IJCAI 2017
Richer Interpolative Smoothing Based on Modified Kneser-Ney Language Modeling EMNLP 2016
Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees EMNLP 2015