← Authors

Mark Gales

57 papers · 2016–2025 · 11 conferences · across top CS/AI conferences

Achievements

๐Ÿฃ Hot Topic Early Bird ๐ŸŒˆ Renaissance Researcher (5) ๐ŸŒ‰ Interdisciplinary Bridge ๐Ÿ—บ๏ธ Taxonomy Completionist (11) ๐Ÿงญ Keyword Pioneer ๐ŸŒ Conference Polyglot (11) ๐Ÿƒ Academic Marathon (9) ๐Ÿ Cross-Pollinator (11) ๐ŸŒฑ Topic Pioneer ๐Ÿค Dynamic Duo (19) ๐Ÿ† Keyword Champion โšก Prolific Year (6) ๐Ÿ”ฅ Unstoppable (10) ๐Ÿ“ˆ Trend Setter ๐Ÿ’Ž Century Club (57) ๐Ÿ—ƒ๏ธ Keyword Collector (206) โ“ The Questioner (6)

Conferences

ACL (10) EMNLP (9) INTERSPEECH (8) IJCNLP (7) AACL (6) NAACL (6) EACL (3) NIPS (3) COLING (2) ICLR (2) UAI (1)

Top co-authors

Adian Liusie (19) Vatsal Raina (13) Vyas Raina (13) Kate Knill (12) Potsawee Manakul (12) Andrey Malinin (8) Yassir Fathullah (7) Rao Ma (4) Anton Ragni (4) Yiting Lu (3)

Research topics

Privacy (2) Education (1)

Keywords

large language model (7) text classification (5) zero-shot learning (5) reading comprehension (4) automatic speech recognition (4) abstractive summarization (4) pairwise comparison (4) comparative assessment (3) uncertainty quantification (3) text generation (3) adversarial attack (3) model robustness (3) spoken language assessment (3) universal adversarial attack (3) grammatical error correction (3) out-of-distribution detection (3) neural network (3) local attention (2) attention mechanism (2) adversarial robustness (2)

Papers

Cross-Lingual Transfer Learning for Speech Translation NAACL 2025
Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs EMNLP 2025
Unlearning vs. Obfuscation: Are We Truly Removing Knowledge? EMNLP 2025
SkillAggregation: Reference-free LLM-Dependent Aggregation ACL 2025
Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge UAI 2025
Finetuning LLMs for Comparative Assessment Tasks COLING 2025
Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment EMNLP 2024
Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models EMNLP 2024
Efficient Sample-Specific Encoder Perturbations NAACL 2024
Investigating the Emergent Audio Classification Ability of ASR Foundation Models NAACL 2024
Question-Based Retrieval using Atomic Units for Enterprise RAG EMNLP 2024
Highly Intelligible Speaker-Independent Articulatory Synthesis INTERSPEECH 2024
An Information-Theoretic Approach to Analyze NLP Classification Tasks ACL 2024
Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models ACL 2024
Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024
On the Usefulness of Speaker Embeddings for Speaker Retrieval in the Wild: A Comparative Study of x-vector and ECAPA-TDNN Models INTERSPEECH 2024
LLM Comparative Assessment: Zero-shot NLG Evaluation through Pairwise Comparisons using Large Language Models EACL 2024
Who Needs Decoders? Efficient Estimation of Sequence-Level Attributes with Proxies EACL 2024
LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History EMNLP 2024
WaterJudge: Quality-Detection Trade-off when Watermarking Large Language Models NAACL 2024
Efficient LLM Comparative Assessment: A Product of Experts Framework for Pairwise Comparisons EMNLP 2024
โ€œWorld Knowledgeโ€ in Multiple Choice Reading Comprehension EACL 2023
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization AACL 2023
Minimum Bayesโ€™ Risk Decoding for System Combination of Grammatical Error Correction Systems AACL 2023
Mitigating Word Bias in Zero-shot Prompt-based Classifiers AACL 2023
Assessing Distractors in Multiple-Choice Tests AACL 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models ACL 2023
Sample Attackability in Natural Language Adversarial Attacks ACL 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models EMNLP 2023
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization IJCNLP 2023
Minimum Bayesโ€™ Risk Decoding for System Combination of Grammatical Error Correction Systems IJCNLP 2023
Mitigating Word Bias in Zero-shot Prompt-based Classifiers IJCNLP 2023
Assessing Distractors in Multiple-Choice Tests IJCNLP 2023
Residue-Based Natural Language Adversarial Attack Detection NAACL 2022
Analyzing Biases to Spurious Correlations in Text Classification Tasks AACL 2022
Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? AACL 2022
Answer Uncertainty and Unanswerability in Multiple-Choice Machine Reading Comprehension ACL 2022
On Assessing and Developing Spoken โ€™Grammatical Error Correctionโ€™ Systems NAACL 2022
View-Specific Assessment of L2 Spoken English INTERSPEECH 2022
Grammatical Error Correction Systems for Automated Assessment: Are They Susceptible to Universal Adversarial Attacks? IJCNLP 2022
Analyzing Biases to Spurious Correlations in Text Classification Tasks IJCNLP 2022
Uncertainty Estimation in Autoregressive Structured Prediction ICLR 2021
Long-Span Summarization via Local Attention and Content Selection IJCNLP 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems EMNLP 2021
Scaling Ensemble Distribution Distillation to Many Classes with Proxy Targets NIPS 2021
Long-Span Summarization via Local Attention and Content Selection ACL 2021
Ensemble Distribution Distillation ICLR 2020
Complementary Systems for Off-Topic Spoken Response Detection ACL 2020
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness NIPS 2019
Automatic Speech Recognition System Development in the "Wild" INTERSPEECH 2018
Impact of ASR Performance on Free Speaking Language Assessment INTERSPEECH 2018
Active Memory Networks for Language Modeling INTERSPEECH 2018
Predictive Uncertainty Estimation via Prior Networks NIPS 2018
Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems INTERSPEECH 2018
A Deep Learning Approach to Assessing Non-native Pronunciation of English Using Phone Distances INTERSPEECH 2018
Incorporating Uncertainty into Deep Learning for Spoken Language Assessment ACL 2017
Off-topic Response Detection for Spontaneous Spoken English Assessment ACL 2016