← Authors

Mitesh M. Khapra

51 papers · 2009–2024 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) πŸ—ΊοΈ Taxonomy Completionist (74) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (15) 🌟 Keyword Trendsetter Combo (4) 🀝 Dynamic Duo (16) πŸ”₯ Unstoppable (10) πŸ“ˆ Trend Setter πŸ’Ž Century Club (51) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (174) πŸš€ Conference Pioneer

Conferences

ACL (11) EMNLP (10) NAACL (9) AAAI (5) INTERSPEECH (5) COLING (4) IJCNLP (2) CONLL (1) CVPR (1) EACL (1) ICCV (1) WACV (1)

Top co-authors

Pratyush Kumar (16) Anoop Kunchukuttan (11) Preksha Nema (10) Pushpak Bhattacharyya (7) Tahir Javed (6) Balaraman Ravindran (6) Abhigyan Raman (4) Sumanth Doddapaneni (4) Kaushal Bhogale (4) Anirban Laha (3)

Research topics

Linguistics (1)

Keywords

attention mechanism (7) natural language generation (6) automatic speech recognition (6) question generation (5) indic language (5) multilingual nlp (5) indian language (5) question answering (5) low-resource language (3) neural network (3) text generation (3) response generation (3) multilingual language model (3) knowledge graph (2) recurrent neural network (2) natural language understanding (2) knowledge distillation (2) attention head (2) benchmark evaluation (2) language identification (2)

Papers

IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages ACL 2024
Enhancing Out-of-Vocabulary Performance of Indian TTS Systems for Practical Applications through Low-Effort Data Strategies INTERSPEECH 2024
Empowering Low-Resource Language ASR via Large-Scale Pseudo Labeling INTERSPEECH 2024
LAHAJA: A Robust Multi-accent Benchmark for Evaluating Hindi ASR Systems INTERSPEECH 2024
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages ACL 2023
Bhasa-Abhijnaanam: Native-script and romanized Language Identification for 22 Indic languages ACL 2023
Svarah: Evaluating English ASR Systems on Indian Accents INTERSPEECH 2023
Vistaar: Diverse Benchmarks and Training Sets for Indian Language ASR INTERSPEECH 2023
Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages ACL 2023
IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages ACL 2023
IndicSUPERB: A Speech Processing Universal Performance Benchmark for Indian Languages AAAI 2023
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages EMNLP 2022
Towards Building ASR Systems for the Next Billion Users AAAI 2022
A Systematic Evaluation of Object Detection Networks for Scientific Plots AAAI 2021
Perturbation CheckLists for Evaluating NLG Evaluation Metrics EMNLP 2021
A Tutorial on Evaluation Metrics used in Natural Language Generation NAACL 2021
Unsupervised Deep Video Denoising ICCV 2021
The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT AAAI 2021
PlotQA: Reasoning over Scientific Plots WACV 2020
Towards Transparent and Explainable Attention Models ACL 2020
On Incorporating Structural Information to improve Dialogue Response Generation ACL 2020
Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages COLING 2020
On the weak link between importance and prunability of attention heads EMNLP 2020
Towards Interpreting BERT for Reading Comprehension Based QA EMNLP 2020
IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages EMNLP 2020
Re-Evaluating ADEM: A Deeper Look at Scoring Dialogue Responses AAAI 2019
Efficient Video Classification Using Fewer Frames CVPR 2019
Let’s Ask Again: Refine Network for Automatic Question Generation EMNLP 2019
On Knowledge distillation from complex networks for response prediction NAACL 2019
Let’s Ask Again: Refine Network for Automatic Question Generation IJCNLP 2019
Towards Exploiting Background Knowledge for Building Conversation Systems EMNLP 2018
Towards a Better Metric for Evaluating Question Generation Systems EMNLP 2018
A Dataset for Building Code-Mixed Goal Oriented Conversation Systems COLING 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension ACL 2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization NAACL 2018
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization NAACL 2018
Diversity driven attention model for query-based abstractive summarization ACL 2017
Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model EACL 2017
Statistical Machine Translation between Related Languages NAACL 2016
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation COLING 2016
Substring-based unsupervised transliteration with phonetic and contextual knowledge CONLL 2016
Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning NAACL 2016
Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection EMNLP 2015
Improving reordering performance using higher order and structural features NAACL 2013
Cut the noise: Mutually reinforcing reordering and alignments for improved machine translation ACL 2013
It Takes Two to Tango: A Bilingual Unsupervised Approach for Estimating Sense Distributions using Expectation Maximization IJCNLP 2011
Together We Can: Bilingual Bootstrapping for WSD ACL 2011
Improving the Multilingual User Experience of Wikipedia Using Cross-Language Name Search NAACL 2010
Everybody loves a rich cousin: An empirical study of transliteration through bridge languages NAACL 2010
Verbs are where all the action lies: Experiences of Shallow Parsing of a Morphologically Rich Language COLING 2010
Projecting Parameters for Multilingual Word Sense Disambiguation EMNLP 2009